Power-Constrained Printed Neuromorphic Hardware Training
Gheshlaghi, T.; Zhao, H.; Pal, P.; Hefenbrock, M.; Beigl, M.; B. Tahoori, M.
2025. 62nd Design Automation Conference (DAC) 2025  

Automatic Test Pattern Generation for Printed Neuromorphic Circuits
Gheshlaghi, T.; Pal, P.; Studt, A.; Hefenbrock, M.; Beigl, M.; B. Tahoori, M.
2025. 30th IEEE European Test Symposium (ETS ’25), 6 S., Institute of Electrical and Electronics Engineers (IEEE)  

Neural Evolutionary Architecture Search for Compact Printed Analog Neuromorphic Circuits
Zhao, H.; Pal, P.; Hefenbrock, M.; Wang, Y.; Beigl, M.; Tahoori, M. B.
2025. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 1–14. doi:10.1109/TCAD.2024.3524357 

ADAPT-pNC: Mitigating Device Variability and Sensor Noise in Printed Neuromorphic Circuits with SO Adaptive Learnable Filters
Gheshlaghi, T.; Pal, P.; Zhao, H.; Hefenbrock, M.; Beigl, M.; Tahoori, M. B.
2025. Institute of Electrical and Electronics Engineers (IEEE). doi:10.5445/IR/1000178050  

Fit2Ear Dataset
Zhao, H.; Röddiger, T.; Feng, Y.; Beigl, M.
2025, März 5. doi:10.35097/LuEUQApwxQrvGfKm 

MicroNAS for memory and latency constrained hardware aware neural architecture search in time series classification on microcontrollers
King, T.; Zhou, Y.; Röddiger, T.; Beigl, M.
2025. Scientific Reports, 15 (1), Art.-Nr.: 7575. doi:10.1038/s41598-025-90764-z  

Lightweight Neural Networks for Human Activity Recognition. Dissertation
Zhou, Y.
2024, Dezember 19. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000177498  

Advancing Model Explainability in Pervasive Computing. Dissertation
Huang, Y.
2024, Dezember 17. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000177453  

Algorithm-Driven Design and Optimization of Printed Analog Neuromorphic Circuits. Dissertation
Zhao, H.
2024, November 5. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000175711  

SciEx: Benchmarking Large Language Models on Scientific Exams with Human Expert Grading and Automatic Grading
Dinh, T. A.; Mullov, C.; Bärmann, L.; Li, Z.; Liu, D.; Reiß, S.; Lee, J.; Lerzer, N.; Gao, J.; Peller-Konrad, F.; Röddiger, T.; Waibel, A.; Asfour, T.; Beigl, M.; Stiefelhagen, R.; Dachsbacher, C.; Böhm, K.; Niehues, J.
2024. Y. Al-Onaizan, M. Bansal & Y.-N. Chen (Hrsg.), Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, Miami, 12th-16th November 2024, Hrsg.: Al-Onaizan, Y., Bansal, M., Chen, Y.-N., 11592–11610, Association for Computational Linguistics (ACL)  

Neural Architecture Search for Highly Bespoke Robust Printed Neuromorphic Circuits
Pal, P.; Zhao, H.; Gheshlaghi, T.; Hefenbrock, M.; Beigl, M.; Tahoori, M. B.
2024. ACM Digital Library. doi:10.5445/IR/1000172645  

MLP-HAR: Boosting Performance and Efficiency of HAR Models on Edge Devices with Purely Fully Connected Layers
Zhou, Y.; King, T.; Zhao, H.; Huang, Y.; Riedel, T.; Beigl, M.
2024. 2024 ACM International Symposium on Wearable Computers (ISWC ’24)  

OpenEarable ExG: Open-Source Hardware for Ear-Based Biopotential Sensing Applications
Lepold, P.; Röddiger, T.; King, T.; Kunze, K.; Maurer, C.; Beigl, M.
2024. UbiComp ’24: Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing, 916 – 920, Association for Computing Machinery (ACM). doi:10.1145/3675094.3678480 

OpenEarable 1.4: Dual Microphones Earpiece to Capture In-Ear and Outer-Ear Audio Signals
Röddiger, T.; Stuchbury-Wass, J.; Ciliberto, M.; Lepold, P.; Beigl, M.
2024. Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing, 930 – 933, Association for Computing Machinery (ACM). doi:10.1145/3675094.3678483 

Fit2Ear: Generating Personalized Earplugs from Smartphone Depth Camera Images
Zhao, H.; Röddiger, T.; Yufei, F.; Beigl, M.
2024. ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp ’24), 679 – 684, Association for Computing Machinery (ACM). doi:10.1145/3675094.3680525 

ExTea: An Evolutionary Algorithm-Based Approach for Enhancing Explainability in Time-Series Models
Huang, Y.; Zhou, Y.; Zhao, H.; Fang, L.; Riedel, T.; Beigl, M.
2024. Springer. doi:10.5445/IR/1000171098 

Enhancing Force Sensing Capabilities in Exoskeleton Interfaces Using Compliant Actuator-Sensor Units - A User Study
Alagi, H.; Fischer, N.; Behrends, K.; Ftirst-Walter, I.; Becker, J.; Beigl, M.; Mathis-Ullrich, F.; Hein, B.
2024. 2024 10th IEEE RAS/EMBS International Conference for Biomedical Robotics and Biomechatronics (BioRob), Heidelberg, Germany, 01-04 September 2024, 889–894, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/BioRob60516.2024.10719794 

MuC ’24: Proceedings of Mensch und Computer 2024
Maedche, A.; Beigl, M.; Gerling, K.; Mayer, S. (Hrsg.)
2024. Association for Computing Machinery (ACM). doi:10.1145/3670653 

Standardizing Your Training Process for Human Activity Recognition Models – A Comprehensive Review in the Tunable Factors
Huang, Y.; Zhao, H.; Zhou, Y.; Riedel, T.; Beigl, M.
2024. Mobile and Ubiquitous Systems: Computing, Networking and Services – 20th EAI International Conference, MobiQuitous 2023, Melbourne, VIC, Australia, November 14–17, 2023, Proceedings, Part II. Ed.: A. Zaslavsky, 15 – 27, Springer Nature Switzerland. doi:10.1007/978-3-031-63992-0_2 

Generate Explanations for Time-series classification by ChatGPT
Xue, Z.; Huang, Y.; Ma, H.; Beigl, M.
2024. Explainable Artificial Intelligence, Malta, 17th–19th June 2024, Springer  

Smart Material Systems for Robotics and Sensing in Healthcare. Dissertation
Fischer, N.
2024, Juli 12. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000172192  

Enhance Human-Computer Interaction through Wearable Haptic Interface Design. Dissertation
Fang, L.
2024, Juli 1. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000171888  

Deep Neural Network Pruning with Progressive Regularizer
Zhou, Y.; Zhao, H.; Hefenbrock, M.; Li, S.; Beigl, M.
2024. 2024 IEEE International Joint Conference on Neural Network (IJCNN 2024), Yokohama, 30th June - 05 July 2024, Institute of Electrical and Electronics Engineers (IEEE)  

A Survey on Wearable Human Activity Recognition: Innovative Pipeline Development for Enhanced Research and Practice
Huang, Y.; Zhou, Y.; Zhao, H.; Riedel, T.; Beigl, M.
2024. 2024 IEEE International Joint Conference on Neural Networks (IJCNN 2024), Yokohama, 30th June - 5th July 2024, Institute of Electrical and Electronics Engineers (IEEE)  

Fault Sensitivity Analysis of Printed Bespoke Multilayer Perceptron Classifiers
Pal, P.; Afentaki, F.; Zhao, H.; Saglam, G.; Hefenbrock, M.; Zervakis, G.; Beigl, M.; Tahoori, M. B.
2024. 29th IEEE European Test Symposium (ETS 2024), Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ETS61313.2024.10567964  

AutoAugHAR: Automated Data Augmentation for Sensor-based Human Activity Recognition
Zhou, Y.; Zhao, H.; Huang, Y.; Röddiger, T.; Kurnaz, M.; Riedel, T.; Beigl, M.
2024. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 8 (2), Art.-Nr.: 48. doi:10.1145/3659589  

Analog Printed Spiking Neuromorphic Circuit
Pal, P.; Zhao, H.; Shatta, M.; Hefenbrock, M.; Mamaghani, S. B.; Nassif, S.; Beigl, M.; B. Tahoori, M.
2024. 2024 Design, Automation and Test in Europe Conference (DATE), 6 S., Institute of Electrical and Electronics Engineers (IEEE)  

Enhancing Efficiency in HAR Models: NAS Meets Pruning
Zhou, Y.; King, T.; Huang, Y.; Zhao, H.; Riedel, T.; Röddiger, T.; Beigl, M.
2024. 22nd IEEE International Conference on Pervasive Computing and Communications (PerCom 2024), Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/PerComWorkshops59983.2024.10502894  

Optimizing AutoML for Tiny Edge Systems: A Baldwin-effect Inspired Genetic Algorithm
Huang, Y.; Zhou, Y.; Zhao, H.; Riedel, T.; Beigl, M.
2024. 22nd IEEE International Conference on Pervasive Computing and Communicaitons (PerCom 2024), Institute of Electrical and Electronics Engineers (IEEE)  

SciEx: Benchmarking Large Language Models on Scientific Exams with Human Expert Grading and Automatic Grading
Dinh, T. A.; Mullov, C.; Bärmann, L.; Li, Z.; Liu, D.; Reiß, S.; Lee, J.; Lerzer, N.; Ternava, F.; Gao, J.; Röddiger, T.; Waibel, A.; Asfour, T.; Beigl, M.; Stiefelhagen, R.; Dachsbacher, C.; Böhm, K.; Niehues, J.
2024. arxiv. doi:10.48550/arXiv.2406.10421  

OpenEarable ExG: Open-Source Hardware for Ear-Based Biopotential Sensing Applications
Lepold, P.; Röddiger, T.; King, T.; Kunze, K.; Maurer, C.; Beigl, M.
2024. doi:10.48550/arXiv.2410.06533  

Unsupervised Personalized Deep Learning for Wearable Human Activity Recognition
Huang, Y.; Zhou, Y.; Zhao, H.; Riedel, T.; Beigl, M.
2024. Springer 

Hybrid Adaptive Systems
Benke, I.; Knierim, M.; Adam, M.; Beigl, M.; Dorner, V.; Ebner-Priemer, U.; Herrmann, M.; Klarmann, M.; Maedche, A.; Nafziger, J.; Nieken, P.; Pfeiffer, J.; Puppe, C.; Putze, F.; Scheibehenne, B.; Schultz, T.; Weinhardt, C.
2024. Business & Information Systems Engineering, 66, 233–247. doi:10.1007/s12599-024-00861-y  

Towards Temporal Information Processing – Printed Neuromorphic Circuits with Learnable Filters
Zhao, H.; Pal, P.; Hefenbrock, M.; Beigl, M.; Tahoori, M. B.
2023. 18th ACM International Symposium on Nanoscale Architectures (NANOARCH 2023), Dresden, 18.12 - 20.12.2023), Association for Computing Machinery (ACM). doi:10.5445/IR/1000164433  

A Compliant Actuator-Sensor Unit using a Shape Memory Alloy and Capacitive Force Sensing for Active Exoskeleton Interfaces
Fischer, N.; Alagi, H.; Beigl, M.; Hein, B.; Mathis-Ullrich, F.
2023. 2023 IEEE-RAS 22nd International Conference on Humanoid Robots (Humanoids), 1–7, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/Humanoids57100.2023.10375226 

Standardizing Your Training Process for Human Activity Recognition Models – A Comprehensive Review in the Tunable Factors
Huang, Y.; Zhao, H.; Zhou, Y.; Riedel, T.; Beigl, M.
2023. Proceedings of the 20th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous 2023), Springer  

Smart Data Innovation Challenges: Abschlussbericht zum Projekt SDI- C Förderkennzeichen: 01IS19030A-G
Riedel, T.
2023. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000164031  

Power-Aware Training for Energy-Efficient Printed Neuromorphic Circuits
Zhao, H.; Pal, P.; Hefenbrock, M.; Beigl, M.; Tahoori, M.
2023. 42nd IEEE/ACM International Conference on Computer-Aided Design, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICCAD57390.2023.10323917  

Vertical Jump Test Using an Earable Accelerometer
Moschina, D.; Röddiger, T.; Beigl, M.
2023. UbiComp/ISWC ’23 Adjunct: Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing, Ed.: M. Tentori, 324 – 326, Association for Computing Machinery (ACM). doi:10.1145/3594739.3610669 

Investigating Passive Haptic Learning of Piano Songs Using Three Tactile Sensations of Vibration, Stroking and Tapping
Fang, L.; Müller, T.; Pescara, E.; Fischer, N.; Huang, Y.; Beigl, M.
2023. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 7 (3), 1–19. doi:10.1145/3610899 

Neural Evolution for Augmenting Topologies in Printed Neuromorphic Circuits. Masterarbeit
Wang, Y.
2023, September 15. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000162524  

Earables: Wearable Computing on the Ears. Dissertation
Röddiger, T.
2023, August 3. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000161088  

Automated Feature Engineering for Time Series Data. Bachelorarbeit
Li, K.
2023, August 1. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000161671  

Training Quantized Neural Networks with ADMM Approach. Masterarbeit
Xue, M.
2023, August 1. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000161571  

Learning to Nest Irregular Two-Dimensional Parts Using Deep Reinforcement Learning. Masterarbeit
Ikels, J.
2023, Juli 27. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000161043 

Investigating Combining Quantitative And Textual Causal Knowledge In Learning Causal Structure. Bachelorarbeit
Lettner, J. N.
2023, Juni 15. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000164207  

Highly-dependable printed neuromorphic circuits based on additive manufacturing
Zhao, H.; Hefenbrock, M.; Beigl, M.; Tahoori, M. B.
2023. Flexible and Printed Electronics, 8 (8), Art.-Nr.: 025018. doi:10.1088/2058-8585/acd8cd  

OpenEarable: Open Hardware Earable Sensing Platform
Röddiger, T.; King, T.; Roodt, D. R.; Clarke, C.; Beigl, M.
2023. UbiComp/ISWC ’22 Adjunct: Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable Computers, 246–251, Association for Computing Machinery (ACM). doi:10.1145/3544793.3563415 

OpenBCI + 3D-Printed Headphones = Open ExG Headphones – An Open-Source Research Platform for Biopotential Earable Applications
Knierim, M. T.; Puhl, D.; Ivucic, G.; Röddiger, T.
2023. CHI EA ’23: Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems. Ed.: A. Schmidt, Art.-Nr.: 221, Association for Computing Machinery (ACM). doi:10.1145/3544549.3585875 

Annotating Affect in the Field: A Case Study on the Usability of a Minimalist Smartwatch User Interface for Affect Annotation
Schneegans, T.; Niclas, A.; Greiner, K.; Benke, I. Dr.; Mädche, A. Prof. Dr.; Beigl, M.
2023. Proceedings of the The 2nd EmpathiCH workshop (CHI2023)  

Highly-Bespoke Robust Printed Neuromorphic Circuits
Zhao, H.; Sapui, B.; Hefenbrock, M.; Yang, Z.; Beigl, M.; Tahoori, M. B.
2023. 2023 Design, Automation and Test in Europe Conference & Exhibition (DATE), Institute of Electrical and Electronics Engineers (IEEE)  

Split Additive Manufacturing for Printed Neuromorphic Circuits
Zhao, H.; Hefenbrock, M.; Beigl, M.; Tahoori, M. B.
2023. 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE)  

Split Additive Manufacturing for Printed Neuromorphic Circuits
Zhao, H.; Hefenbrock, M.; Beigl, M.; Tahoori, M. B.
2023. 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1–6, Institute of Electrical and Electronics Engineers (IEEE). doi:10.23919/DATE56975.2023.10136891 

Document-Level Causality Extraction for Impact Evaluation. Bachelorarbeit
Uzhan, E.
2023, März 30. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000164212  

Evaluation and Comparison of Causal Discovery Algorithms. Bachelorarbeit
Gong, H.
2023, März 30. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000164209  

State Graph Based Explanation Approach for Black-Box Time Series Model
Huang, Y.; Li, C.; Lu, H.; Riedel, T.; Beigl, M.
2023. Explainable Artificial Intelligence – First World Conference, xAI 2023, Lisbon, Portugal, July 26–28, 2023, Proceedings, Part III, Ed.: L. Longo, 153 – 164, Springer Nature Switzerland. doi:10.1007/978-3-031-44070-0_8  

McXai: Local Model-Agnostic Explanation As Two Games
Huang, Y.; Schaal, N.; Hefenbrock, M.; Zhou, Y.; Riedel, T.; Beigl, M.
2023. 2023 International Joint Conference on Neural Networks (IJCNN), 01–08, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IJCNN54540.2023.10191756 

How Could I Learn Rhythm Better? Investigating Three Learning Signals for Passive Haptic Learning in Different Context
Fang, L.; Pescara, E.; Reiter, P.; Beigl, M.
2023. Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments, 279 – 283, Association for Computing Machinery (ACM). doi:10.1145/3594806.3594807 

Water quality analysis using mmWave radars
Salami, D.; Juvakoski, A.; Vahala, R.; Beigl, M.; Sigg, S.
2023. 2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), 412 – 415, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/PerComWorkshops56833.2023.10150256 

Universal Distributional Decision-Based Black-Box Adversarial Attack with Reinforcement Learning
Huang, Y.; Zhou, Y.; Hefenbrock, M.; Riedel, T.; Fang, L.; Beigl, M.
2023. Neural Information Processing – 29th International Conference, ICONIP 2022, Virtual Event, November 22–26, 2022, Proceedings. Part III. Ed.: M. Tanveer, 206 – 215, Springer International Publishing. doi:10.1007/978-3-031-30111-7_18 

Automatic Feature Engineering Through Monte Carlo Tree Search
Huang, Y.; Zhou, Y.; Hefenbrock, M.; Riedel, T.; Fang, L.; Beigl, M.
2023. Machine Learning and Knowledge Discovery in Databases – European Conference, ECML PKDD 2022, Grenoble, France, September 19–23, 2022, Proceedings, Part III. Ed.: M.-R. Amini, 581–598, Springer Nature Switzerland. doi:10.1007/978-3-031-26409-2_35 

Learnable Nonlinear Circuit for Printed Neuromorphic Circuits. Masterarbeit
Yang, Z.
2022, Dezember 30. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000158920  

Weights Assimilation for Split Manufacturing of Printed Neuromorphic Circuits. Bachelorarbeit
Li, S.
2022, Dezember 30. doi:10.5445/IR/1000158919  

Aging-Aware Training for Printed Neuromorphic Circuits
Zhao, H.; Hefenbrock, M.; Beigl, M.; Tahoori, M. B.
2022. International Conference on Computer Aided Design (ICCAD ’22), October 30-November 3, 2022, San Diego, CA, USA, Art.-No.: 38, Association for Computing Machinery (ACM). doi:10.1145/3508352.3549411  

Tools and methods for Edge-AI-systems
Schwabe, N.; Zhou, Y.; Hielscher, L.; Röddiger, T.; Riedel, T.; Reiter, S.
2022. at - Automatisierungstechnik, 70 (9), 767–776. doi:10.1515/auto-2022-0023 

OpenEarable: Open Hardware Earable Sensing Platform
Röddiger, T.; King, T.; Roodt, D. R.; Clarke, C.; Beigl, M.
2022, September 15 

Towards Detecting Complete Chest Recoil from Smartphone Vibration Strength during Cardiopulmonary Resuscitation
Hermann, S.; Röddiger, T.; Beigl, M.
2022. Proceedings of the 2022 ACM International Symposium on Wearable Computers, 103–105, Association for Computing Machinery (ACM). doi:10.1145/3544794.3558472 

Printed Electrodermal Activity Sensor with Optimized Filter for Stress Detection
Zhao, H.; Scholz, A.; Beigl, M.; Ni, S.; Singaraju, S. A.; Aghassi-Hagmann, J.
2022. International Symposium on Wearable Computers (ISWC’22) , Atlanta, GA and Cambridge, UK, September 11-15, 2022, 112–114, Association for Computing Machinery (ACM). doi:10.1145/3544794.3558479  

TinyHAR: A Lightweight Deep Learning Model Designed for Human Activity Recognition
Zhou, Y.; Zhao, H.; Huang, Y.; Hefenbrock, M.; Riedel, T.; Beigl, M.
2022. International Symposium on Wearable Computers (ISWC’22) , Atlanta, GA and Cambridge, UK, September 11-15, 2022, 89–93, Association for Computing Machinery (ACM). doi:10.1145/3544794.3558467  

Privacy Preserving Continuous Speech Recording using Throat Microphones
Schneegans, T.; Simmon, L.; Beigl, M.
2022. ISWC ’22: Proceedings of the 2022 ACM International Symposium on Wearable Computers : International Symposium on Wearable Computers (ISWC’22) , Atlanta, GA and Cambridge, UK, September 11-15, 2022, 106–108, Association for Computing Machinery (ACM). doi:10.1145/3544794.3558480  

Sensing with Earables: A Systematic Literature Review and Taxonomy of Phenomena
Röddiger, T.; Clarke, C.; Breitling, P.; Schneegans, T.; Zhao, H.; Gellersen, H.; Beigl, M.
2022. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 6 (3), Article 135. doi:10.1145/3550314  

Investigation of On-Skin Electromagnetic Actuator for Signaling Direction via Tactile Cues
Fang, L.; Flohs, D.; Pescara, E.; Zhu, T.; Beigl, M.
2022. Proceedings of the 15th International Conference on PErvasive Technologies Related to Assistive Environments, 303–304, Association for Computing Machinery (ACM). doi:10.1145/3529190.3534751  

Psychometric Properties of the User Experience Questionnaire (UEQ)
Schankin, A.; Budde, M.; Riedel, T.; Beigl, M.
2022. CHI ’22: CHI Conference on Human Factors in Computing Systems ; 29 April – 5 May 2022, New Orleans, LA, USA, Art.-Nr.: 466, Association for Computing Machinery (ACM). doi:10.1145/3491102.3502098 

The 25th Edition of the International Symposium on Wearable Computers
Roggen, D.; Vega, K.; Kao, C. H.-L.; Nachtigall, T.; Ward, J. A.; Beigl, M.
2022. IEEE Pervasive Computing, 21 (2), 105–111. doi:10.1109/MPRV.2022.3162900 

Design and Effect of Continuous Wearable Tactile Displays. Dissertation
Pescara, E.
2022, März 30. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000143674  

SmartAQnet 2020: A New Open Urban Air Quality Dataset from Heterogeneous PM Sensors
Li, C.; Budde, M.; Tremper, P.; Schäfer, K.; Riesterer, J.; Redelstein, J.; Petersen, E.; Khedr, M.; Liu, X.; Köpke, M.; Hussain, S.; Ernst, F.; Kowalski, M.; Pesch, M.; Werhahn, J.; Hank, M.; Philipp, A.; Cyrys, J.; Schnelle-Kreis, J.; Grimm, H.; Ziegler, V.; Peters, A.; Emeis, S.; Riedel, T.; Beigl, M.
2022. ProScience, 8. doi:10.14644/dust2021.001  

In-situ Tuning of Printed Neural Networks for Variation Tolerance
Hefenbrock, M.; Weller, D. D.; Aghassi-Hagmann, J.; Beigl, M.; Tahoori, M. B.
2022. Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE 2022). Ed.: C. Bolchini, 72–75, Institute of Electrical and Electronics Engineers (IEEE). doi:10.23919/DATE54114.2022.9774591 

Investigate the Piano Learning Rate with Haptic Actuators in Mixed Reality
Fang, L.; Malte, R.; Pescara, E.; Beigl, M.
2022. Augmented Humans 2022. Ed.: M. Mochimaru, 287–290, Association for Computing Machinery (ACM). doi:10.1145/3519391.3524174  

Fast and Efficient High-Sigma Yield Analysis and Optimization using Kernel Density Estimation on a Bayesian Optimized Failure Rate Model
Weller, D. D.; Hefenbrock, M.; Beigl, M.; Tahoori, M. B.
2022. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 41 (3), 695–708. doi:10.1109/TCAD.2021.3064440 

SmartAQnet 2020 Dataset
Li, C.; Budde, M.
2022. doi:10.35097/540 

Neural Kernel Network Deep Kernel Learning for Predicting Particulate Matter from Heterogeneous Sensors with Uncertainty
Li, C.; Riedel, T.; Beigl, M.
2022. Information Integration and Web Intelligence – 24th International Conference, iiWAS 2022, Virtual Event, November 28–30, 2022, Proceedings. Ed.: E. Pardede, 252–266, Springer Nature Switzerland. doi:10.1007/978-3-031-21047-1_22  

Counterfeit Detection and Prevention in Additive Manufacturing Based on Unique Identification of Optical Fingerprints of Printed Structures
Erozan, A. T.; Hefenbrock, M.; Gnad, D. R. E.; Beigl, M.; Aghassi-Hagmann, J.; Tahoori, M. B.
2022. IEEE Access, 10, 105910–105919. doi:10.1109/ACCESS.2022.3209241  

Improving Human Activity Recognition Models by Learnable Sparse Wavelet Layer
Zhao, H.; Zhou, Y.; Riedel, T.; Hefenbrock, M.; Beigl, M.
2022. International Symposium on Wearable Computers (ISWC’22) , Atlanta, GA and Cambridge, UK, September 11-15, 2022, 84–88, Association for Computing Machinery (ACM). doi:10.1145/3544794.3558461  

Towards Extracting Causal Graph Structures from Trade Data and Smart Financial Portfolio Risk Management
Ravivanpong, P.; Riedel, T.; Stock, P.
2022. EDBT/ICDT-WS 2022: Proceedings of the Workshops of the EDBT/ICDT 2022 Joint Conference ; Edinburgh, UK, March 29, 2022. Ed.: M. Ramanath, CEUR-WS.org  

DragTapVib: An On-Skin Electromagnetic Drag, Tap, and Vibration Actuator for Wearable Computing
Fang, L.; Zhu, T.; Pescara, E.; Huang, Y.; Zhou, Y.; Beigl, M.
2022. Augmented Humans 2022. Ed.: M. Mochimaru, 203–211, Association for Computing Machinery (ACM). doi:10.1145/3519391.3519395  

McXai: Local model-agnostic explanation as two games
Huang, Y.; Schaal, N.; Hefenbrock, M.; Zhou, Y.; Riedel, T.; Fang, L.; Beigl, M.
2022 

Correction to: Examining the usability of touchscreen gestures for adults with DS
Cáliz, D.; Ravivanpong, P.; Schankin, A.; Jadán-Guerrero, J.; Caraguay, W.; Arellano, L.
2021. Journal of reliable intelligent environments, 7 (4), Art.-Nr. 381. doi:10.1007/s40860-021-00145-2 

Hochaufgelöste Erfassung der urbanen Feinstaubbelastung mittels Messnetz aus kostengünstigen Sensoren und numerischen Simulationen
Schäfer, K.; Budde, M.; Cyrys, J.; Emeis, S.; Gratza, T.; Grimm, H.; Hank, M.; Kowalski, M.; Pesch, M.; Peters, A.; Philipp, A.; Riedel, T.; Riesterer, J.; Schnelle-Kreis, J.; Tremper, P.; Uhrner, U.; Werhahn, J.; Ziegler, V.; Beigl, M.
2021. Gefahrstoffe, Reinhaltung der Luft, 81 (9-10), 353–361 

Exploring the Potential of Online Webcam-based Eye Tracking in Decision-Making Research and Influence Factors on Data Quality
Schneegans, T.; Bachman, M. D.; Huettel, S. A.; Heekeren, H.
2021. doi:10.31234/osf.io/zm3us 

Investigating Retention in Passive Haptic Learning of Piano Songs
Donchev, R.; Pescara, E.; Beigl, M.
2021. Proceedings of the ACM on interactive, mobile, wearable and ubiquitous technologies, 5 (2), 1–14. doi:10.1145/3463513 

Earrumble: Discreet hands-and eyes-free input by voluntary tensor tympani muscle contraction
Röddiger, T.; Clarke, C.; Wolffram, D.; Budde, M.; Beigl, M.
2021. Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems, Art.-Nr.: 743, Association for Computing Machinery (ACM). doi:10.1145/3411764.3445205  

EarRecorder: A Multi-Device Earable Data Collection Toolkit
Fang, L.; Röddiger, T.; Schmid, F.; Beigl, M.
2021. Augmented Humans Conference 2021, 286–288, Association for Computing Machinery (ACM). doi:10.1145/3458709.3459005 

Adaptives luftqualitätsgewichtetes Fahrradrouting mittels Land-use Regression auf Basis offener Daten
Janßen, J.; Riedel, T.; Tremper, P.
2021. Workshop: 2. Workshop Künstliche Intelligenz in der Umweltinformatik (KIUI-2021), 321–331, Gesellschaft für Informatik (GI). doi:10.18420/informatik2021-026  

PAISE®. Das Vorgehensmodell für KI-Engineering
Hasterok, C.; Stompe, J.; Pfrommer, J.; Usländer, T.; Ziehn, J.; Reiter, S.; Weber, M.; Riedel, T.
2021. Fraunhofer-Institut für Optronik, Systemtechnik und Bildauswertung (IOSB) 

Spatial Interpolation of Air Quality Data with Multidimensional Gaussian Processes
Tremper, P.; Riedel, T.; Budde, M.
2021. Workshop: 2. Workshop Künstliche Intelligenz in der Umweltinformatik (KIUI-2021), 269–286, Gesellschaft für Informatik (GI). doi:10.18420/informatik2021-022  

Calibration of Low-Cost Particulate Matter Sensors with Elastic Weight Consolidation (EWC) as an Incremental Deep Learning Method
Schlund, R.; Riesterer, J.; Köpke, M.; Kowalski, M.; Tremper, P.; Budde, M.; Beigl, M.
2021. Science and Technologies for Smart Cities – 6th EAI International Conference, SmartCity360°, Virtual Event, December 2-4, 2020, Proceedings. Ed.: S. Paiva, 596–614, Springer International Publishing. doi:10.1007/978-3-030-76063-2_40 

AirCase: Earable Charging Case with Air Quality Monitoring and Soundscape Sonification
Zhao, H.; Roddiger, T.; Beigl, M.
2021. Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2021 ACM International Symposium on Wearable Computers: September 21-25, 2021 ; Virtual Event, 180–184, Association for Computing Machinery (ACM). doi:10.1145/3460418.3479329 

Kalman Filtered Compressive Sensing Using Pseudo-Measurements
Zhao, H.; Funk, C.; Noack, B.; Hanebeck, U. D.; Beigl, M.
2021. Proceedings of the 2021 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI 2021), 1–8, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/MFI52462.2021.9591186 

Ensuring a Robust Multimodal Conversational User Interface during Maintenance Work
Fleiner, C.; Riedel, T.; Beigl, M.; Ruoff, M.
2021. MuC ’21: Mensch und Computer 2021. Ed.: S. Schneegass, 79–91, Association for Computing Machinery (ACM). doi:10.1145/3473856.3473871  

Investigating Correlations Between Usage of Communication Apps and Instant Messenger and a Smartphone User’s Extraversion
Exler, A.; Hornberger, T.; Beigl, M.
2021. Activity and Behavior Computing. Ed.: M. Ahad, 227–237, Springer. doi:10.1007/978-981-15-8944-7_14 

Realization and training of an inverter-based printed neuromorphic computing system
Weller, D. D.; Hefenbrock, M.; Beigl, M.; Aghassi-Hagmann, J.; Tahoori, M. B.
2021. Scientific Reports, 11 (1), 9554. doi:10.1038/s41598-021-88396-0  

Automatic Remaining Useful Life Estimation Framework with Embedded Convolutional LSTM as the Backbone
Zhou, Y.; Hefenbrock, M.; Huang, Y.; Riedel, T.; Beigl, M.
2021. Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track : European Conference, ECML PKDD 2020, Ghent, Belgium, September 14–18, 2020, Proceedings, Part IV. Ed.: Y. Dong, 461–477, Springer International Publishing. doi:10.1007/978-3-030-67667-4_28 

When Data Fly: An Open Data Trading System in Vehicular Ad Hoc Networks
Lücking, M.; Kretzer, F.; Kannengießer, N.; Beigl, M.; Sunyaev, A.; Stork, W.
2021. Electronics, 10 (6), 654. doi:10.3390/electronics10060654  

Examining the usability of touchscreen gestures for adults with DS
Cáliz, D.; Ravivanpong, P.; Schankin, A.; Jadán-Guerrero, J.; Caraguay, W.; Arellano, L.
2021. Journal of reliable intelligent environments, 14. doi:10.1007/s40860-020-00122-1 

SpaceMaze: incentivizing correct mobile crowdsourced sensing behaviour with a sensified minigame
Budde, M.; Rohe, J. F.; Hirschoff, L.; Schlosser, P.; Beigl, M.; Holopainen, J.; Schankin, A.
2021. Behaviour & information technology, 40 (15), 1627–1642. doi:10.1080/0144929X.2020.1772878 

Zustandsrekonstruktion mit wenigen Messungen durch Kombination von Kalman-Filterung und Compressive-Sensing. Masterarbeit
Zhao, H.
2020, November 15. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000158992  

Responsible, Automated Data Gathering for Timely Citizen Dashboard Provision During a Global Pandemic (COVID-19
Röddiger, T.; Beigl, M.; Dörner, D.; Budde, M.
2020. Digital Government: Research and Practice, 2 (1), Art.-Nr.: 9. doi:10.1145/3428471  

Point and contextual anomaly detection in building load profiles of a university campus
Wang, L.; Turowski, M.; Zhang, M.; Riedel, T.; Beigl, M.; Mikut, R.; Hagenmeyer, V.
2020. 2020 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe), 11–15, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ISGT-Europe47291.2020.9248792  

The Merits of a Decentralized Pollution-Monitoring System Based on Distributed Ledger Technology
Lücking, M.; Kannengießer, N.; Kilgus, M.; Riedel, T.; Beigl, M.; Sunyaev, A.; Stork, W.
2020. IEEE access, 8, 189365–189381. doi:10.1109/ACCESS.2020.3028430  

Bayesian Optimized Mixture Importance Sampling for High-Sigma Failure Rate Estimation
Weller, D. D.; Hefenbrock, M.; Golanbari, M. S.; Beigl, M.; Aghassi-Hagmann, J.; Tahoori, M. B.
2020. IEEE transactions on computer-aided design of integrated circuits and systems, 39 (10), 2772–2783. doi:10.1109/tcad.2019.2961321 

Scalable selection of EEG features for compression
Tsurugasaki, Y.; Shimoda, K.; Hefenbrock, M.; Taya, A.; Song, S.; Tobe, Y.
2020. 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2020 ACM International Symposium on Wearable Computers, UbiComp/ISWC 2020, Virtual, Online, Mexico, 12 - 17 September 2020, 712–715, Association for Computing Machinery (ACM). doi:10.1145/3410530.3414438 

FLECTILE: 3D-printable soft actuators for wearable computing
Fang, L.; Röddiger, T.; Sun, H.; Willenbacher, N.; Beigl, M.
2020. UbiComp/ISWC ’20: 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2020 ACM International Symposium on Wearable Computers. Ed.: K. v. Laerhoven, 32–36, Association for Computing Machinery (ACM). Best Paper Award doi:10.1145/3410531.3414307  

Design Space and Usability of Earable Prototyping
Röddiger, T.; Beigl, M.; Exler, A.
2020. UbiComp/ISWC ’20: 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2020 ACM International Symposium on Wearable Computers, Virtual Event, Mexico, September, 2020. Ed.: K. van Laerhoven, 73–78, Association for Computing Machinery (ACM). doi:10.1145/3410531.3414302  

Sentient destination prediction
Karatzoglou, A.; Ebbing, J.; Ostheimer, P.; Hua, W.; Beigl, M.
2020. User modeling and user adapted interaction, 30 (3), 331–363. doi:10.1007/s11257-020-09257-5 

Magnetisches Tracking-System: Projektarbeit
Zhao, H.
2020. doi:10.5445/IR/1000165240  

Fast and Accurate High-Sigma Failure Rate Estimation through Extended Bayesian Optimized Importance Sampling
Hefenbrock, M.; Weller, D. D.; Beigl, M.; Tahoori, M. B.
2020. 2020 Design, Automation & Test in Europe Conference & Exhibition (DATE). Ed.: G. Di Natale, 103–108, Institute of Electrical and Electronics Engineers (IEEE). doi:10.23919/DATE48585.2020.9116242 

PDMSkin – On-Skin Gestures with Printable Ultra-Stretchable Soft Electronic Second Skin
Röddiger, T.; Beigl, M.; Wolffram, D.; Budde, M.; Sun, H.
2020. AHs ’20: Proceedings of the Augmented Humans International Conference, March 2020, Article No.: 28, Association for Computing Machinery (ACM). doi:10.1145/3384657.3384789  

Wearability and Comfort of Earables during Sleep
Röddiger, T.; Dinse, C.; Beigl, M.
2020. ISWC’21: Proceedings of the 2021 ACM International Symposium on Wearable Computers: September 21-26, 2021 ; Virtual Event, 150–152, Association for Computing Machinery (ACM). doi:10.1145/3460421.3480432 

Where Should i Look? Comparing Reference Frames for Spatial Tactile Cues
Pescara, E.; Stubenbord, A.; Röddiger, T.; Fang, L.; Beigl, M.
2020. ISWC’21: Proceedings of the 2021 ACM International Symposium on Wearable Computers: September 21-26, 2021 ; Virtual Event, 68–72, Association for Computing Machinery (ACM). doi:10.1145/3460421.3478822 

Cardiopulmonary Resuscitation Support: Comparison of Wrist-, Chest-, and Ear-Worn Devices and Estimation Algorithms
Hermann, S.; Breitling, P.; Röddiger, T.; Beigl, M.
2020. ISWC’21: Proceedings of the 2021 ACM International Symposium on Wearable Computers: September 21-26, 2021 ; Virtual Event, 28–32, Association for Computing Machinery (ACM). doi:10.1145/3460421.3478820 

Evaluating Street Networks for Predictive Policing
Melo Borges, J. C. D.; Cacho, N.; Wang, L.; Beigl, M.
2020. 3rd EAI International Conference on IoT in Urban Space. Ed.: R. José, 23–28, Springer International Publishing. doi:10.1007/978-3-030-28925-6_3 

Praktische Anwendungen der Smart Data Analytics
Wierse, A.; Beigl, M.
2020. Informatik-Spektrum, 42 (6), 401–408. doi:10.1007/s00287-019-01223-9 

Erratum zu: Praktische Anwendungen der Smart Data Analytics (https://doi.org/10.1007/s00287-019-01223-9)
Wierse, A.; Beigl, M.
2020. Informatik-Spektrum, 42 (6), 409. doi:10.1007/s00287-019-01232-8 

Characterizing Air Quality in Urban Areas with Mobile Measurement and High Resolution Open Spatial Data: Comparison of Different Machine-Learning Approaches Using a Visual Interface
Shen, Y.; Lehmler, S.; Murshed, S. M.; Riedel, T.
2020. Science and Technologies for Smart Cities – 5th EAI International Summit, SmartCity360, Braga, Portugal, December 4-6, 2019, Proceedings. Ed.: H. Santos, 115–126, Springer International Publishing. doi:10.1007/978-3-030-51005-3_12 

AudioIO: Indoor Outdoor Detection on Smartphones via Active Sound Probing
Wang, L.; Roth, J.; Riedel, T.; Beigl, M.; Yao, J.
2020. 3rd EAI International Conference on IoT in Urban Space. Ed.: R. José, 81–95, Springer International Publishing. doi:10.1007/978-3-030-28925-6_8 

Automatic Remaining Useful Life Estimation Framework with Embedded Convolutional LSTM as the Backbone
Zhou, Y.; Gao, Y.; Huang, Y.; Hefenbrock, M.; Riedel, T.; Beigl, M.
2020 

NeuralIO: Indoor outdoor detection via multimodal sensor data fusion on smartphones
Wang, L.; Sommer, L.; Riedel, T.; Beigl, M.; Zhou, Y.; Huang, Y.
2020. Science and Technologies for Smart Cities: 5th EAI International Summit, SmartCity360, Braga, Portugal, December 4-6, 2019, Proceedings. Ed.: H. Santos, 127–138, Springer. doi:10.1007/978-3-030-51005-3_13 

GenVibe: Exploration of Interactive Generation of Personal Vibrotactile Patterns
Pescara, E.; Dreschner, F.; Marky, K.; Kunze, K.; Beigl, M.
2020. 2020 Augmented Humans International Conference, AHs 2020, Kaiserslautern, Germany, 16 - 17 March 2020, Art.Nr. 8, Association for Computing Machinery (ACM). doi:10.1145/3384657.3384794 

Programmable Neuromorphic Circuit based on Printed Electrolyte-Gated Transistors
Weller, D. D.; Hefenbrock, M.; Tahoori, M. B.; Aghassi-Hagmann, J.; Beigl, M.
2020. 2020 25th Asia and South Pacific Design Automation Conference (ASP-DAC), 446–451, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ASP-DAC47756.2020.9045211 

Ubiquitäre Systeme (Seminar) und Mobile Computing (Proseminar) SS 2019 : Mobile und Verteilte Systeme Ubiquitous Computing. Teil XIX
Pescara, E.; Tremper, P.; Formanek, J.; Hefenbrock, M.; Huang, Y.; Ravivanpong, P.; Riesterer, J.; Wang, L.; Wolff, I.; Zhou, Y.; Beigl, M. (Hrsg.)
2020. Karlsruher Institut für Technologie (KIT)  

Reverse Engineering of Printed Electronics Circuits: From Imaging to Netlist Extraction
Erozan, A. T.; Hefenbrock, M.; Beigl, M.; Aghassi-Hagmann, J.; Tahoori, M. B.
2020. IEEE transactions on information forensics and security / Institute of Electrical and Electronics Engineers, 15, 475–486. doi:10.1109/TIFS.2019.2922237 

Crossover-aware placement and routing for inkjet printed circuits
Rasheed, F.; Hefenbrock, M.; Bishnoi, R.; Beigl, M.; Aghassi-Hagmann, J.; Tahoori, M. B.
2020. ACM journal on emerging technologies in computing systems, 16 (2), Article No.19. doi:10.1145/3375461 

NeuralIO: Indoor-Outdoor Detection via Multimodal Sensor Data Fusion on Smartphones
Wang, L.; Sommer, L.; Zhou, Y.; Huang, Y.; Wang, J.; Riedel, T.; Beigl, M.
2020. Sensors and materials, 32 (1), Article: 1. doi:10.18494/SAM.2020.2586  

Applying depthwise separable and multi-channel convolutional neural networks of varied kernel size on semantic trajectories
Karatzoglou, A.; Schnell, N.; Beigl, M.
2020. Neural computing & applications, 32, 6685–6698. doi:10.1007/s00521-019-04603-0 

Phascope: Fine-Grained, Fast, Flexible Motion Profiling based on Phase Offset in Acoustic OFDM Signal
Wang, L.; Riedel, T.; Scholz, M.; Beigl, M.; Yang, P.
2020. Mobile networks and applications, 25, 537–550. doi:10.1007/s11036-019-01370-z 

Assessment of three-dimensional, fine-granular measurement of particulate matter by a smart air quality network in urban area
Redelstein, J.; Budde, M.; Cyrys, J.; Emeis, S.; Gratza, T.; Grimm, H.; Hank, M.; Holst, C.; Münkel, C.; Pesch, M.; Petersen, E.; Philipp, A.; Riedel, T.; Riesterer, J.; Schäfer, K.; Schnelle-Kreis, J.; Uhrner, U.; Werhahn, J.; Ziegler, V.; Beigl, M.
2019. SPIE Remote Sensing of Clouds and the Atmosphere XXIV, Strasbourg, France, 09–12 September 2019, 111520N, Society of Photo-optical Instrumentation Engineers (SPIE). doi:10.1117/12.2533096 

Towards Respiration Rate Monitoring Using an In-Ear Headphone Inertial Measurement Unit
Röddiger, T.; Wolffram, D.; Laubenstein, D.; Budde, M.; Beigl, M.
2019. UbiComp ’19: The 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing - EarComp’19: Proceedings of the 1st International Workshop on Earable Computing - London, United Kingdom, 9th-13th September 2019, 48–53, Association for Computing Machinery (ACM). Best Paper Award doi:10.1145/3345615.3361130  

Impact of Intrinsic Capacitances on the Dynamic Performance of Printed Electrolyte-Gated Inorganic Field Effect Transistors
Feng, X.; Punckt, C.; Marques, G. C.; Hefenbrock, M.; Tahoori, M. B.; Aghassi-Hagmann, J.
2019. IEEE transactions on electron devices, 66 (8), 3365–3370. doi:10.1109/TED.2019.2919933 

Predicting B2B Customer Churn for Software Maintenance Contracts
Zhang, Z.; Ravivanpong, P.; Beigl, M.
2019. Proceedings of the 34th International Business Information Management Association Conference (IBIMA) 13-14 November 2019, Madrid, Spainn. Vision 2025: Education Excellence and Management of Innovations through Sustainable Economic Competitive Advantage. Ed.: Khalid S. Soliman, 6593–6603, International Business Information Management Association (IBIMA)  

Predictive Modeling and Design Automation of Inorganic Printed Electronics
Rasheed, F.; Hefenbrock, M.; Bishnoi, R.; Beigl, M.; Aghassi-Hagmann, J.; Tahoori, M. B.
2019. Design, Automation and Test in Europe Conference and Exhibition (DATE 2019), Florenz, Italien, 25.–29. März 2019 

Semantic-enhanced learning (SEL) on artificial neural networks using the example of semantic location prediction
Karatzoglou, A.; Beigl, M.
2019. Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems. Ed.: F. Banaei-Kashani, 448–451, Association for Computing Machinery (ACM). doi:10.1145/3347146.3359089 

Reevaluating passive haptic learning of Morse code
Pescara, E.; Polly, T.; Schankin, A.; Beigl, M.
2019. ISWC 19: Proceedings of the 23rd International Symposium on Wearable Computers, London, United Kingdom, September 09 - 13, 2019, 186–194, Association for Computing Machinery (ACM). doi:10.1145/3341163.3347714 

Preferred notification modalities depending on the location and the location-based activity
Exler, A.; Günes, Z.; Beigl, M.
2019. UbiComp/ISWC ’19 Adjunct: Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, London, United Kingdom, September 09 - 13, 2019, 1064–1069, Association for Computing Machinery (ACM). doi:10.1145/3341162.3344842 

Abschlussbericht zum Vorhaben "Dynamische Vernetzung und intelligente Bausteine der ScaleIT – Referenzarchitektur" (Fkz: 02P14B18089)
Miclaus, A.; Riedel, T.; Beigl, M.
2019 

ISWC 2018: Towards Smarter Wearable Technologies That Blend with Our Bodies
Peiris, R.; Starner, T.; Beigl, M.; Kunze, K.
2019. IEEE pervasive computing, 18 (2), 96–99. doi:10.1109/MPRV.2019.2912252 

Identification of environment- and context-specific key factors influencing the user’s thermal comfort
Karatzoglou, A.; Meny, Y.; Beigl, M.
2019. Smart Cities. Green Technologies and Intelligent Transport Systems. Ed.: B. Donnellan, 116–138, Springer. doi:10.1007/978-3-030-26633-2_6 

VibrAid: Comparing temporal and spatial tactile cues in control room environments
Pescara, E.; Diener, V.; Beigl, M.
2019. PETRA ’19 Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive Environments ; Rhodes, Greece, June 05-07, 2019, 138–145, Association for Computing Machinery (ACM). doi:10.1145/3316782.3321531 

Detection of a smartphone user’s distraction based on typing and touch gestures
Exler, A.; Diener, V.; Schankin, A.; Beigl, M.
2019. PervasiveHealth’19 Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare, 242–250, Association for Computing Machinery (ACM). doi:10.1145/3329189.3329212 

Predictive Modeling and Design Automation of Inorganic Printed Electronics
Rasheed, F.; Hefenbrock, M.; Bishnoi, R.; Beigl, M.; Aghassi-Hagmann, J.; Tahoori, M. B.
2019. Proceedings of the 2019 Design, Automation & Test in Europe (DATE), 25-29 March 2019, Florence, Italy, 30–35, Institute of Electrical and Electronics Engineers (IEEE). doi:10.23919/DATE.2019.8715159 

Bayesian Optimized Importance Sampling for High Sigma Failure Rate Estimation
Weller, D. D.; Hefenbrock, M.; Golanbari, M. S.; Beigl, M.; Tahoori, M. B.
2019. Proceedings of the 2019 Design, Automation & Test in Europe (DATE), 25-29 March 2019, Florence, Italy, 1667–1672, Institute of Electrical and Electronics Engineers (IEEE). doi:10.23919/DATE.2019.8714879 

Drive by maintenance: towards adaptive work environments with improved industrial HCI
Miclaus, A.; Pescara, E.; Mädche, A.; Beigl, M.
2019. Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive Environments - PETRA ’19, 382–388, Association for Computing Machinery (ACM). doi:10.1145/3316782.3322751 

Time-Series Features for Predictive Policing
Borges, J.; Ziehr, D.; Beigl, M.; Cacho, N.; Martins, A.; Araujo, A.; Bezerra, L.; Geisler, S.
2019. 2018 IEEE International Smart Cities Conference (ISC2), Kansas City (MO), 16-19 Sept. 2018, Art.-Nr.: 8656731, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ISC2.2018.8656731 

StockSense - A Wrist-worn vibrotactile display for tracking volatile markets
Pescara, E.; Fillipov, I.; Beigl, M.
2019. AH2019 Proceedings of the 10th Augmented Human International Conference 2019, Art.-Nr.: 4, Association for Computing Machinery (ACM). doi:10.1145/3311823.3311834 

Low-Cost Sensing and Data Management in SmartAQnet
Budde, M.; Riesterer, J.; Köpke, M.; Tremper, P.; Riedel, T.
2019. Mid-term and 1st International Networking Workshop of the SmartAQnet Project : December 4th and 5th 2018, Munich. Ed.: M. Budde, 3, Karlsruher Institut für Technologie (KIT)  

Distributed, Low-Cost, Non-Expert Fine Dust Sensing with Smartphones. Dissertation
Budde, M.
2019. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000092736  

Mid-term and 1st International Networking Workshop of the SmartAQnet Project : December 4th and 5th 2018, Munich
Budde, M.; Riedel, T.; Schäfer, K. (Hrsg.)
2019. Karlsruher Institut für Technologie (KIT)  

FeinPhone: Low-cost Smartphone Camera-based 2D Particulate Matter Sensor
Budde, M.; Leiner, S.; Köpke, M.; Riesterer, J.; Riedel, T.; Beigl, M.
2019. Sensors, 19 (3), Article: 749. doi:10.3390/s19030749  

Variability Modeling for Printed Inorganic Electrolyte-Gated Transistors and Circuits
Rasheed, F.; Hefenbrock, M.; Beigl, M.; Tahoori, M. B.; Aghassi-Hagmann, J.
2019. IEEE transactions on electron devices, 66 (1), 146–152. doi:10.1109/TED.2018.2867461 

A Seq2Seq learning approach for modeling semantic trajectories and predicting the next location
Karatzoglou, A.; Jablonski, A.; Beigl, M.
2018. Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems. Ed.: F. Banaei-Kashani, 528–531, Association for Computing Machinery (ACM). doi:10.1145/3274895.3274983 

Feasibility of human activity recognition using wearable depth cameras
Voigt, P.; Budde, M.; Pescara, E.; Fujimoto, M.; Yasumoto, K.; Beigl, M.
2018. ISWC ’18: Proceedings of the 2018 ACM International Symposium on Wearable Computers. Ed.: K. Kunze, 92–95, Association for Computing Machinery (ACM). doi:10.1145/3267242.3267276 

Smart Air Quality Network for spatial high-resolution monitoring in urban area
Schäfer, K.; Budde, M.; Cyrys, J.; Emeis, S.; Gratza, T.; Grimm, H.; Hank, M.; Hinterreiter, S.; Pesch, M.; Petersen, E.; Philipp, A.; Redelstein, J.; Riedel, T.; Riesterer, J.; Schnelle-Kreis, J.; Ziegler, V.; Beigl, M.; Münkel, C.; Uhrner, U.; Werhahn, J.
2018. SPIE Remote Sensing of Clouds and the Atmosphere XXIII, Berlin, Germany, 12-13 September 2018. Ed.: A. Comerón, 107860B, Society of Photo-optical Instrumentation Engineers (SPIE). doi:10.1117/12.2325756 

Suitability of the low-cost SDS011 particle sensor for urban PM monitoring
Budde, M.; Müller, T.; Laquai, B.; Streibl, N.; Schwarz, A. D.; Schindler, G.; Riedel, T.; Beigl, M.; Dittler, A.
2018, Mai. 3rd International Conference on Atmospheric Dust (DUST 2018), Bari, Italien, 29.–31. Mai 2018 

Purpose-of-Visit-Driven Semantic Similarity Analysis on Semantic Trajectories for Enhancing The Future Location Prediction
Karatzoglou, A.; Koehler, D.; Beigl, M.
2018. 2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), Athens, Greece, 19-23 March 2018, 100–106, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/percomw.2018.8480230 

Privacy-Preserving Collaborative Blind Macro-Calibration of Environmental Sensors in Participatory Sensing
Markert, J.-F.; Budde, M.; Schindler, G.; Klug, M.; Beigl, M.
2018. EAI endorsed transactions on internet of things, 3 (10), 153564. doi:10.4108/eai.15-1-2018.153564  

A Predictive Comfort- and Energy-aware MPC-driven Approach based on a Dynamic PMV Subjectification towards Personalization in an Indoor Climate Control Scenario –
Karatzoglou, A.; Janßen, J.; Srikanthan, V.; Urbaczek, C.; Beigl, M.
2018. SMARTGREENS 2018 : proceedings of the 7th International Conference on Smart Cities and Green ICT Systems : Funchal, Madeira, Portugal, March 16-18, 2018. Ed.: C. Klein, 89–100, SciTePress. doi:10.5220/0006702500890100 

Automated Quality Assessment of (Citizen) Weather Stations
Bruns, J.; Riesterer, J.; Wang, B.; Riedel, T.; Beigl, M.
2018. GI-Forum, 1, 65–81. doi:10.1553/giscience2018_01_s65  

Experimental characterization of charge storage behavior of electrolyte gated field effect transistors based on oxide semiconductor
Feng, X.; Punckt, C.; Hefenbrock, M.; Tahoori, M.; Aghassi-Hagmann, J.
2018. Internationale Fachmesse und Kongress für gedruckte Elektronik (LOPEC 2018), München, Deutschland, 14.–15. März 2018 

Potential and limitations of the low-cost SDS011 particle sensor for monitoring urban air quality
Budde, M.; Schwarz, A. D.; Müller, T.; Laquai, B.; Streibl, N.; Schindler, G.; Köpke, M.; Riedel, T.; Dittler, A.; Beigl, M.
2018. ProScience, 5, 6–12. doi:10.14644/dust.2018.002 

Towards an Affective Semantic Trajectory Generator (ASTG)
Karatzoglou, A.; Szarvas, M.; Beigl, M.
2018. 14th International Conference on Wireless and Mobile Computing, Networking and Communications, WiMob 2018; St. Raphael Resort HotelLimassol; Cyprus; 15 October 2018 through 17 October 2018, Art. Nr.: 8589185, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/WiMOB.2018.8589185 

Phascope: Fine-grained, fast, flexible motion profiling based on phase offset in acoustic OFDM signal
Wang, L.; Riedel, T.; Scholz, M.; Beigl, M.; Yang, P.
2018. 15th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, Mobiquitous 2018; New York; United States; 5 November 2018 through 7 November 2018, 292–301, Association for Computing Machinery (ACM). doi:10.1145/3286978.3287016 

Improving Accuracy in Mobile Human Contributions – An Overview
Berkel, N. van; Budde, M.; Wijenayake, S.; Goncalves, J.
2018. 2018 Joint ACM International Conference on Pervasive and Ubiquitous Computing, UbiComp 2018 and 2018 ACM International Symposium on Wearable Computers, ISWC 2018; Singapore; Singapore; 8 October 2018 through 12 October 2018, 594–599, Association for Computing Machinery (ACM). doi:10.1145/3267305.3267541 

Challenges in Capturing and Analyzing High Resolution Urban Air Quality Data
Budde, M.; Riedel, T.
2018. 2018 Joint ACM International Conference on Pervasive and Ubiquitous Computing, UbiComp 2018 and 2018 ACM International Symposium on Wearable Computers, ISWC 2018; Singapore; Singapore; 8 October 2018 through 12 October 2018, 1162–1165, Association for Computing Machinery (ACM). doi:10.1145/3267305.3274762 

Challenges and Lessons from Working with Data Collected by Crowdfunding in the Wild
Exler, A.; Budde, M.; Pescara, E.; Schankin, A.; Riedel, T.; Beigl, M.
2018. 2018 Joint ACM International Conference on Pervasive and Ubiquitous Computing, UbiComp 2018 and 2018 ACM International Symposium on Wearable Computers, ISWC 2018; Singapore; Singapore; 8 October 2018 through 12 October 2018, 618–623, Association for Computing Machinery (ACM). doi:10.1145/3267305.3267545  

ARMart – AR-Based Shopping Assistant to Choose and Find Store Items
Röddiger, T.; Doerner, D.; Beigl, M.
2018. 2018 Joint ACM International Conference on Pervasive and Ubiquitous Computing, UbiComp 2018 and 2018 ACM International Symposium on Wearable Computers, ISWC 2018; Singapore; Singapore; 8 October 2018 through 12 October 2018, 440–443, Association for Computing Machinery (ACM). doi:10.1145/3267305.3267631  

Vibration Personalization with Evolutionary Algorithms
Pescara, E.; Hefenbrock, M.; Rzepka, T.; Beigl, M.
2018. 2018 Joint ACM International Conference on Pervasive and Ubiquitous Computing, UbiComp 2018 and 2018 ACM International Symposium on Wearable Computers, ISWC 2018; Singapore; Singapore; 8 October 2018 through 12 October 2018, 436–439, Association for Computing Machinery (ACM). doi:10.1145/3267305.3267619 

SmartAQnet – neuer smarter Weg zur räumlichen Erfassung von Feinstaub
Hinterreiter, S.; Budde, M.; Schäfer, K.; Riesterer, J.; Riedel, T.; Köpke, M.; Cyrys, J.; Emeis, S.; Gratza, T.; Hank, M.; Philipp, A.; Petersen, E.; Redelstein, J.; Schnelle-Kreis, J.; Young, D.; Kowalski, M.; Ziegler, V.; Beigl, M.
2018. AGIT, 2018 (4), 394–403. doi:10.14627/537647050  

VOCNEA: Sleep apnea and hypopnea detection using a novel tiny gas sensor
Röddiger, T.; Beigl, M.; Köpke, M.; Budde, M.
2018. 22nd International Symposium on Wearable Computers, ISWC 2018; Singapore; Singapore; 8 October 2018 through 12 October 2018, 226–227, Association for Computing Machinery (ACM). doi:10.1145/3267242.3267273  

A convolutional neural network approach for modeling semantic trajectories and predicting future locations
Karatzoglou, A.; Schnell, N.; Beigl, M.
2018. 27th International Conference on Artificial Neural Networks, ICANN 2018; Rhodes; Greece; 4 October 2018 through 7 October 2018. Ed.: V. Kurkova, 61–72, Springer. doi:10.1007/978-3-030-01418-6_7 

Innovative Sensing Methods for Air Quality in Larger Cities – Evaluated in the Context of Three-Dimensionality of the Urban Boundary Layer
Emeis, S.; Young, D.; Zeeman, M.; Holst, C.; Hinterreiter, S.; Ziegler, V.; Philipp, A.; Cyrys, J.; Schnelle-Kreis, J.; Schäfer, K.; Riedel, T.; Budde, M.
2018. 10th International Conference on Urban Climate/14th Symposium on the Urban Environment (2018), New York City, NY, USA, 6.–10. August 2018 

Innovative Datenerfassungsmethoden für urbane Luftqualität
Emeis, S.; Young, D.; Werhahn, J.; Schäfer, K.; Uhrner, U.; Philipp, A.; Riedel, T.; Budde, M.; Beigl, M.
2018. METTOOLS X - Umweltmeteorologie-Tagung (2018), Braunschweig, Deutschland, 25.–27. September 2018 

Semantic-Enhanced Multi-Dimensional Markov Chains on Semantic Trajectories for Predicting Future Locations
Karatzoglou, A.; Köhler, D.; Beigl, M.
2018. Sensors, 18 (10), 3582. doi:10.3390/s18103582  

Suitability of event-based prompts in experience sampling studies focusing on location changes
Exler, A.; Kramer, S.; Meza Martínez, M. A.; Navolskyi, C.; Vogt, M.; Beigl, M.
2018. 7th International Conference on Wireless Mobile Communication and Healthcare, MobiHealth 2017; Vienna; Austria; 14 November 2017 through 15 November 2017, 163–168, Springer. doi:10.1007/978-3-319-98551-0_19 

A predictive comfort- and energy-aware mpc-driven approach based on a dynamic pmv subjectification towards personalization in an indoor climate control scenario
Karatzoglou, A.; Janßen, J.; Srikanthan, V.; Urbaczek, C.; Beigl, M.
2018. 7th International Conference on Smart Cities and Green ICT Systems, SMARTGREENS 2018; Funchal, Madeira; Portugal; 16 March 2018 through 18 March 2018. Ed.: M. Helfert, 89–100, SciTePress 

Descriptive compound identifier names improve source code comprehension
Schankin, A.; Berger, A.; Holt, D. V.; Hofmeister, J. C.; Riedel, T.; Beigl, M.
2018. ACM/IEEE 26th International Conference on Program Comprehension, ICPC 2018, collocated with the 40th International Conference on Software Engineering, ICSE 2018; Gothenburg; Sweden; 27 May 2018 through 28 May 2018, 31–40, Association for Computing Machinery (ACM). doi:10.1145/3196321.3196332 

Feature engineering for crime hotspot detection
Borges, J.; Ziehr, D.; Beigl, M.; Cacho, N.; Martins, A.; Sudrich, S.; Abt, S.; Frey, P.; Knapp, T.; Etter, M.; Popp, J.
2018. 2017 IEEE SmartWorld Ubiquitous Intelligence and Computing, Advanced and Trusted Computed, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People and Smart City Innovation, SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017; San Francisco Bay AreaSan Francisco; United States; 4 April 2017 through 8 April 2017, 1–8, Institute of Electrical and Electronics Engineers (IEEE). Best Paper Award doi:10.1109/UIC-ATC.2017.8397586 

Graph-based anomaly detection for smart cities: A survey
Sudrich, S.; Borges, J.; Beigl, M.
2018. 2017 IEEE SmartWorld Ubiquitous Intelligence and Computing, Advanced and Trusted Computed, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People and Smart City Innovation, SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017; San Francisco Bay AreaSan Francisco; United States; 4 April 2017 through 8 April 2017, 1–7, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/UIC-ATC.2017.8397570 

Event detection for smarter cities
Borges, J.; Hain, H.; Sudrich, S.; Beigl, M.
2018. 2017 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computed, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI), San Francisco, CA, USA, 4-8 Aug. 2017, 1–8, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/UIC-ATC.2017.8397590 

On-body smartphone position detection with position transition correction based on the hand state
Exler, A.; Michel, C.; Beigl, M.
2018. Mobile Computing, Applications, and Services : 9th International Conference, MobiCASE 2018, Osaka, Japan, February 28 – March 2, 2018, Proceedings. Ed.: K. Murao, 271–276, Springer. doi:10.1007/978-3-319-90740-6_22 

Smartphone-based estimation of a user being in company or alone based on place, time, and activity
Exler, A.; Braith, M.; Mincheva, K.; Schankin, A.; Beigl, M.
2018. Mobile Computing, Applications, and Services : 9th International Conference, MobiCASE 2018, Osaka, Japan, February 28 – March 2, 2018, Proceedings. Ed.: K. Murao, 74–89, Springer. doi:10.1007/978-3-319-90740-6_5 

Anomaly Detection in Evolving Heterogeneous Graphs
Borges, J.; Sudrich, S.; Beigl, M.
2018. iThings-GreenCom-CPSCom-SmartData 2017 : 2017 IEEE International Conference on Internet of Things, IEEE Green Computing and Communications, IEEE Cyber, Physical and Social Computing, IEEE Smart Data : 21-23 June 2017, Exeter, United Kingdom : proceedings. Ed: Y. Wu, 1147–1149, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/iThings-GreenCom-CPSCom-SmartData.2017.176 

Advances in event detection
Borges, J.; Bozsoky, P.; Sudrich, S.; Beigl, M.
2018. iThings-GreenCom-CPSCom-SmartData 2017 : 2017 IEEE International Conference on Internet of Things, IEEE Green Computing and Communications, IEEE Cyber, Physical and Social Computing, IEEE Smart Data : 21-23 June 2017, Exeter, United Kingdom : proceedings. Ed.: Y. Wu, 1017–1024, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/iThings-GreenCom-CPSCom-SmartData.2017.156 

Applying Situation-Person-Driven Semantic Similarity On Location-Specific Cognitive Frames For Improving Location Prediction
Karatzoglou, A.; Beigl, M.
2017, November. 8th International Conference on Knowledge Engineering and Semantic Web (KESW 2017), Stettin, Polen, 8.–10. November 2017. doi:10.13140/RG.2.2.15120.51209 

SmartAQnet: remote and in-situ sensing of urban air quality
Budde, M.; Riedel, T.; Beigl, M.; Schäfer, K.; Emeis, S.; Cyrys, J.; Schnelle-Kreis, J.; Philipp, A.; Ziegler, V.; Gratza, T.; Grimm, H.; Gratza, T.
2017. Remote Sensing of Clouds and the Atmosphere XXII. Ed.: A. Comeron, 12, Society of Photo-optical Instrumentation Engineers (SPIE). doi:10.1117/12.2282698  

Learning from failure : designing for complex sociotechnical systems
Müller, L.; Budde, M.; Weibel, N.; Spencer, E. A.; Beigl, M.; Norman, D.
2017. Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers. Ed.: S. Lee, 988–991, Association for Computing Machinery (ACM). doi:10.1145/3123024.3124460 

Participatory Sensing or Participatory Nonsense? – Mitigating the Effect of Human Error on Data Quality in Citizen Science
Budde, M.; Schankin, A.; Hoffmann, J.; Danz, M.; Riedel, T.; Beigl, M.
2017. Proceedings of the ACM on interactive, mobile, wearable and ubiquitous technologies, 1 (3), 1–23. doi:10.1145/3131900  

Smart Data Analytics – Mit Hilfe von Big Data Zusammenhänge erkennen und Potentiale nutzen
Wierse, A.; Riedel, T.
2017. De Gruyter Oldenbourg. doi:10.1515/9783110463958 

Comfort - efficiency - equilibrium : A Proactive, at Room Level Individualized Climate Control System for Smart Buildings
Karatzoglou, A.; Janßen, J.; Srikanthan, V.; Ding, Y.; Beigl, M.
2017. SMARTGREENS 2017 : proceedings of the 6th International Conference on Smart Cities and Green ICT Systems : Porto, Portugal, April 22-24, 2017. Ed.: M. Helfert, 258–265, SciTePress. doi:10.5220/0006308002580265 

Semantic Stream Processing in Dynamic Environments Using Dynamic Stream Selection
Jacoby, M.; Riedel, T.
2017. Machine Learning for Cyber Physical Systems : Selected papers from the International Conference ML4CPS 2016. Ed.: J. Beyerer, 9–15, Springer Vieweg. doi:10.1007/978-3-662-53806-7_2 

Matrix factorization on semantic trajectories for predicting future semantic locations
Karatzoglou, A.; Lamp, S. C.; Beigl, M.
2017. Proceedings of the 13th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob), Rome, Italy, 9th - 11th October 2017, Art.Nr. 8115810, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/WiMOB.2017.8115810 

LifeTact - Utilizing smartwatches as tactile heartbeat displays in video games
Pescara, E.; Wolpert, A.; Budde, M.; Schankin, A.; Beigl, M.
2017. 16th International Conference on Mobile and Ubiquitous Multimedia, MUM 2017; Stuttgart; Germany; 26 November 2017 through 29 November 2017, 97–101, Association for Computing Machinery (ACM). doi:10.1145/3152832.3152863 

Data Analysis on Building Load Profiles : A Stepping Stone to Future Campus
Wang, L.; Ding, Y.; Riedel, T.; Miclaus, A.; Beigl, M.
2017. Proceedings of the 2017 International Smart Cities Conference (ISC2), Wuxi, China, 14th - 17th September 2017, Art.Nr. 8090823, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ISC2.2017.8090823  

The Impact of the Frame of Reference on Attention Shifts between Augmented Reality and Real-World Environment
Schankin, A.; Reichert, D.; Berning, M.; Beigl, M.
2017. Adjunct Proceedings of the 2017 IEEE International Symposium on Mixed and Augmented Reality (ISMAR-Adjunct), Nantes, France, 9th - 13th October 2017, 25–30, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ISMAR-Adjunct.2017.24 

Applying artificial neural networks on two-layer semantic trajectories for predicting the next semantic location
Karatzoglou, A.; Sentürk, H.; Jablonski, A.; Beigl, M.
2017. Artificial Neural Networks and Machine Learning – ICANN 2017 : 26th International Conference on Artificial Neural Networks, Alghero, Italy, 11th - 14th September, 2017. Ed.: A. Lintas, 233–241, Springer. doi:10.1007/978-3-319-68612-7_27 

Programming the World
Beigl, M.; Michahelles, F.; Tokuda, H.; Hodges, S.
2017. Computer, 50 (11), 14–17. doi:10.1109/MC.2017.4041361 

VibrationCap : Studying vibrotactile localization on the human head with an unobtrusive wearable tactile display
Diener, V.; Beigl, M.; Budde, M.; Pescara, E.
2017. 29th ACM International Symposium on Wearable Computers, Maui, United States, 11th - 15th September 2017, 82–89, Association for Computing Machinery (ACM). doi:10.1145/3123021.3123047 

Experiences and failures from two decades in embedded system design
Beigl, M.; Berning, M.; Budde, M.
2017. Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and ACM International Symposium on Wearable Computers, Maui, Hawaii, USA, 11th - 15th September 2017, 1000–1005, Association for Computing Machinery (ACM). doi:10.1145/3123024.3124393 

Lessons from failures in designing and conducting experimental studies : A brief anecdotal tutorial
Budde, M.; Exler, A.; Riedel, T.; Beigl, M.; Schankin, A.
2017. Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, Maui, Hawaii, USA, 11th - 15th September 2017, 992–999, Association for Computing Machinery (ACM). doi:10.1145/3123024.3124392 

Investigating the perceptibility of different notification types on smartphones depending on the smartphone position
Exler, A.; Dinse, C.; Günes, Z.; Hammoud, N.; Mattes, S.; Beigl, M.
2017. Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, Maui, Hawaii, USA, 11th - 15th September 2017, 970–976, Association for Computing Machinery (ACM). doi:10.1145/3123024.3124560 

Introducing a spatiotemporal tactile variometer to leverage thermal updrafts
Pescara, E.; Beigl, M.; Gräser, J.
2017. 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and ACM International Symposium on Wearable Computers, UbiComp/ISWC 2017, Maui, United States, 11th - 15th September 2017, 1038–1042, Association for Computing Machinery (ACM). doi:10.1145/3123024.3124444 

Open DeveloperSpace : An Enabling Infrastructure for Stakeholders to Generate New Access Solutions
Vanderheiden, G.; Riedel, T.; Peissner, M.; Clark, C.; Peinado, I.; Atkins, T.; Tsakou, G.; Basman, A.; Bates, S.; Gill, A.
2017. Studies in health technology and informatics, 242, 1047–1054. doi:10.3233/978-1-61499-798-6-1047 

Low-disruptive and timely dynamic software updating of smart grid components
Neumann, M. A.; Bach, C. T.; Ding, Y.; Riedel, T.; Beigl, M.
2017. Smart Grid Inspired Future Technologies : 2nd EAI International Conference on Smart Grid Inspired Future Technologies, London, United Kingdom, 27th - 28th March 2017. Ed.: E. T. Lau, 155–171, Springer. doi:10.1007/978-3-319-61813-5_16 

Predicting target events in industrial domains
Borges, J.; Neumann, M. A.; Bauer, C.; Ding, Y.; Riedel, T.; Beigl, M.
2017. MLDM 2017 : International Conference on Machine Learning and Data Mining in Pattern Recognition, New York, USA, 15th - 20th July 2017. Ed.: P. Perner, 17–31, Springer. doi:10.1007/978-3-319-62416-7_2 

Interestingness classification of association rules for master data
Han, W.; Borges, J.; Neumayer, P.; Ding, Y.; Riedel, T.; Beigl, M.
2017. Advances in Data Mining : Applications and Theoretical Aspects : Proceedings of the 17th Industrial Conference (ICDM 2017), New York, USA, 12th - 13th July 2017. Ed.: P. Perner, 237–245, Springer. doi:10.1007/978-3-319-62701-4_18 

Smartphone-based detection of location changes using wifi data
Exler, A.; Urschel, M.; Schankin, A.; Beigl, M.
2017. 6th International Conference on Wireless Mobile Communication and Healthcare, MobiHealth 2016; Milan; Italy; 14 November 2016 through 16 November 2016. Ed.: G. Rizzo, 164–167, Springer. doi:10.1007/978-3-319-58877-3_22 

Ubiquitäre Systeme (Seminar) und Mobile Computing (Proseminar) WS 2016/17. Mobile und Verteilte Systeme. Ubiquitous Computing. Teil XIV
Neumann, M. A.; Karatzoglou, A.; Exler, A.; Pescara, E.; Wang, L.; Beigl, M. (Hrsg.)
2017. Karlsruher Institut für Technologie (KIT)  

RüttelFlug – a wrist-worn sensing device for tactile vertical velocity perception in 3d-space
Pescara, E.; Beigl, M.; Budde, M.
2016. ISWC’16 : proceedings of the 2016 ACM International Symposium on Wearable Computers : September 12-16, 2016, Heidelberg, Germany, 172–175, Association for Computing Machinery (ACM). doi:10.1145/2971763.2971795 

Praxis der Forschung. Eine Lehrveranstaltung des forschungsnahen Lehrens und Lernens in der Informatik am KIT
Beckert, B.; Beigl, M.; Budde, M.; Burger, E.; Grebing, S.; Kramer, M.; Reussner, R.
2016. Neues Handbuch Hochschullehre. Lehren und Lernen effizient gestalten. Hrsg.: B. Berendt, 55–79, Raabe, Fachverl. für Wiss.-Information 

Advances in Smartphone-based Fine Dust Sensing
Budde, M.; Beigl, M.
2016. II International Conference on Atmospheric Dust, DUST 2016 : Castellaneta Marina (Taranto), Italy, June, 12-17, 2016. Ed.: S. Fiore, 23, Digilabs S.a.s 

Design of a light-scattering particle sensor for citizen science air quality monitoring with smartphones: Tradeoffs and experiences
Budde, M.; Köpke, M.; Beigl, M.
2016. ProScience, 13–20. doi:10.14644/dust.2016.003 

Towards the shop floor app ecosystem : Using the semantic web for gluing together apps into mashups
Miclaus, A.; Clauss, W.; Schwert, E.; Neumann, M. A.; Mütsch, F.; Riedel, T.; Schmidt, F.; Beigl, M.
2016. WoT ’16 : Proceedings of the Seventh International Workshop on the Web of Things, Stuttgart, Germany, 7th November 2016, 17–21, Association for Computing Machinery (ACM). doi:10.1145/3017995.3017999 

Adaptive User Interfaces as an Approach for an Accessible Web of Things
Smirek, L.; Zimmermann, G.; Beigl, M.
2016. WoT ’16 : Proceedings of the Seventh International Workshop on the Web of Things, Stuttgart, Germany, 7th November 2016, 22–24, Association for Computing Machinery (ACM). doi:10.1145/3017995.3018000 

Always-On Web of Things Infrastructure using Dynamic Software Updating
Neumann, M. A.; Bach, C. T.; Miclaus, A.; Riedel, T.; Beigl, M.
2016. WoT ’16 : Proceedings of the Seventh International Workshop on the Web of Thin, Stuttgart, Germany, 7th November 2016, 5–10, Association for Computing Machinery (ACM). doi:10.1145/3017995.3017997 

DSpace: An inclusive repository for cost-efficient development of accessible control interfaces
Kocsis, O.; Vanderheiden, G.; Peinado, I.; De Lera, E.; Smirek, L.; Zimmermann, G.; Riedel, T.; Fendrich, N.
2016. 2016 IEEE Symposium Series on Computational Intelligence, (SSCI), Athens, GR, December 6-9, 2016. Proceedings, 7850062, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/SSCI.2016.7850062 

Sensified gaming - Design patterns and game design elements for gameful environmental sensing
Budde, M.; Öxler, R.; Beigl, M.; Holopainen, J.
2016. Proceedings of the 13th International Conference on Advances in Computer Entertainment Technology, Osaka, J, November 9-12, 2016, a3, Association for Computing Machinery (ACM). doi:10.1145/3001773.3001832 

LibDSU: Towards hot-swapping dynamically linked libraries on stock linux
Neumann, M. alexander; Bach, C. T.; Kratochwil, S.; Kost, M.; Beigl, M.
2016. SPLASH Companion 2016, Companion Proceedings of the 2016 ACM SIGPLAN International Conference on Systems, Programming, Languages and Applications: Software for Humanity, Amsterdam, Netherlands, October 30 - November 04, 2016, 41–42, Association for Computing Machinery (ACM). doi:10.1145/2984043.2989223 

Towards two-tier citizen sensing
Borges, J.; Budde, M.; Peters, O.; Riedel, T.; Beigl, M.
2016. Improving the citizens quality of life : IEEE Second International Smart Cities Conference (ISC2 2016), 12-15 September 2016, Trento - Italy, proceedings, Art.Nr. 07580771, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ISC2.2016.7580771 

Ubiquitäre Systeme (Seminar) und Mobile Computing (Proseminar) SS 2016. Mobile und Verteilte Systeme. Ubiquitous Computing. Teil XIV
Neumann, M. A.; Erler, A.; Miclaus, A.; Karatzoglou, A.; Wang, L.; Beigl, M. (Hrsg.)
2016. Karlsruher Institut für Technologie (KIT)  

Just a Smart Home or Your Smart Home – A Framework for Personalized User Interfaces Based on Eclipse Smart Home and Universal Remote Console
Smirek, L.; Zimmermann, G.; Beigl, M.
2016. Procedia computer science, 98, 107–116. doi:10.1016/j.procs.2016.09.018 

Rüttel Flug A wrist-worn sensing device for tactile vertical velocity perception in 3d-space
Pescara, E.; Beigl, M.; Budde, M.
2016. Proceedings of the 2016 ACM International Symposium on Wearable Computers, ISWC 2016, Heidelberg, Germany, September 12-16, 2016. Ed.: M. Beigl, 172–175, Association for Computing Machinery (ACM). doi:10.1145/2971763:2971795 

A wearable system for mood assessment considering smartphone features and data from mobile ECGs
Exler, A.; Schankin, A.; Klebsattel, C.; Beigl, M.
2016. ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), Heidelberg, Germany, 12.-16.09.2016, 1153–1161, Association for Computing Machinery (ACM). doi:10.1145/2968219.2968302 

Preliminary investigations about interruptibility of smartphone users at specific place types
Exler, A.; Braith, M.; Schankin, A.; Beigl, M.
2016. ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), Heidelberg, Germany, 12.-16.09.2016, 1590–1595, Association for Computing Machinery (ACM). doi:10.1145/2968219.2968554 

Smarte Daten durch gute Venetzung : Smart Data Innovation LAB bietet eine starke Infrastruktur und vernetzt Partner aus Forschung und Industrie
Beigl, M.; Schäfer, S.
2016. LookKIT, (3), 30–32 

Message from the general and program chairs (Editorial)
Yonezawa, T.; Riedel, T.; Tsubouchi, K.
2016. Second International Conference on IoT in Urban Space (Urb-IoT) Tokyo, Japan, May 24 – 25, 2016. Ed.: T. Yonezawa, 1–2, Association for Computing Machinery (ACM) 

Private Rendezvous-based Calibration of Low-Cost Sensors for Participatory Environmental Sensing
Markert, J.-F.; Budde, M.; Schindler, G.; Klug, M.; Beigl, M.
2016. Second International Conference on IoT in Urban Space (Urb-IoT) Tokyo, Japan — May 24 - 25, 2016, 82–85, Association for Computing Machinery (ACM). Best Paper Nominee doi:10.1145/2962735.2962754 

Urban Anomaly Detection: a Use-Case for Participatory Infra-Structure Monitoring
Borges, J. D. M.; Riedel, T.; Beigl, M.
2016. Second International Conference on IoT in Urban Space (Urb-IoT), Tokyo, Japan — May 24 - 25, 2016, 36–38, Association for Computing Machinery (ACM). doi:10.1145/2962735.2962757 

EstaVis: A Real-World Interactive Platform for Crowdsourced Visual Urban Analytics
Borges, J. D. M.; Budde, M.; Peters, O.; Riedel, T.; Schankin, A.; Beigl, M.
2016. Second International Conference on IoT in Urban Space (Urb-IoT) Tokyo, Japan, May 24 - 25, 2016, 65–70, Association for Computing Machinery (ACM). Best Paper Nominee doi:10.1145/2962735.2962749 

Investigation of a grid-driven real-time pricing in a simulation environment
Ding, Y.; Morawietz, A.; Beigl, M.
2016. IEEE International Energy Conference (ENERGYCON), Leuven, Belgium, 4-8 Apr 2016, 7514102/1–6, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ENERGYCON.2016.7514102 

Using model predictive control to interact distributed power markets and grids
Ding, Y.; Stamm, E.; Beigl, M.
2016. IEEE International Energy Conference (ENERGYCON), Leuven, Belgium, 4-8 Apr 2016, 7514103/1–6, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ENERGYCON.2016.7514103 

A Framework for Evaluating the Implementers’ Experience in Making Existing Products Accessible: The Prosperity4all Approach
Touliou, K.; Gemou, M.; Riedel, T.; Panou, M.; Bekiaris, E.
2015. Human Aspects of IT for the Aged Population. Design for Aging – First International Conference, ITAP 2015, Held as Part of HCI International 2015, Los Angeles, CA, USA, August 2-7, 2015. Proceedings, Part I. Ed.: J. Zhou, 387–397, Springer International Publishing. doi:10.1007/978-3-319-20892-3_38 

Improving accuracy of energy forecasting through the presence of an electric vehicle fleet
Ilic, D.; Karnouskos, S.; Beigl, M.
2015. Electric power systems research, 120, 32–38. doi:10.1016/j.epsr.2014.10.008 

Device-Free Radio-based Low Overhead Identification of Subject Classes
Scholz, M.; Kohout, L.; Horne, M.; Budde, M.; Beigl, M.; Youssef, M. A.
2015. WPA ’15 Proceedings of the 2nd workshop on Workshop on Physical Analytics, Florence, Italy, May 18-22nd 2015, 1–6, Association for Computing Machinery (ACM). doi:10.1145/2753497.2753503 

bPart - A Small and Versatile Bluetooth Low Energy Sensor Platform for Mobile Sensing
Berning, M.; Budde, M.; Riedel, T.; Beigl, M.
2015. MobiSys ’15 Proceedings of the 13th Annual International Conference on Mobile Systems, Applications, and Services, Florence, Italy, May 18-22nd 2015, 473, Association for Computing Machinery (ACM). doi:10.1145/2742647.2745903 

Robust in-situ data reconstruction from poisson noise for low-cost, mobile, non-expert environmental sensing
Budde, M.; Köpke, M.; Beigl, M.
2015. ISWC ’15 Proceedings of the 2015 ACM International Symposium on Wearable Computers, Osaka; Japan; 7 September 2015 through 11 September 2015, 179–182, Association for Computing Machinery (ACM). doi:10.1145/2802083.2808406 

ProximityHat: a head-worn system for subtle sensory augmentation with tactile stimulation
Berning, M.; Braun, F.; Riedel, T.; Beigl, M.
2015. ISWC ’15 Proceedings of the 2015 ACM International Symposium on Wearable Computers, Osaka; Japan; 7 September 2015 through 11 September 2015, 31–38, Association for Computing Machinery (ACM). Best Paper Nominee Honorable Mention Award doi:10.1145/2802083.2802088 

Identification of relevant sensor sources for context-aware ESM apps in ambulatory assessment
Bachmann, A.; Robert Zetzsche; Riedel, T.; Beigl, M.; Reichert, M.; Santangelo, P.; Ebner-Priemer, U.
2015. UbiComp/ISWC’15 Adjunct Adjunct Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers, Osaka, Japan, Sep. 7-11, 2015, 265–268, Association for Computing Machinery (ACM). doi:10.1145/2800835.2800944 

How to use smartphones for less obtrusive ambulatory mood assessment and mood recognition
Bachmann, A.; Klebsattel, C.; Budde, M.; Riedel, T.; Beigl, M.; Reichert, M.; Santangelo, P.; Ebner-Priemer, U.
2015. UbiComp/ISWC’15 Adjunct Adjunct Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers, Osaka, Japan, Sep. 7-11, 2015, 693–702, Association for Computing Machinery (ACM). doi:10.1145/2800835.2804394 

Leveraging smartwatches for unobtrusive mobile ambulatory mood assessment
Bachmann, A.; Klebsattel, C.; Schankin, A.; Riedel, T.; Beigl, M.; Reichert, M.; Santangelo, P.; Ebner-Priemer, U.
2015. UbiComp/ISWC’15 Adjunct Adjunct Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers, Osaka, Japan, Sep. 7-11, 2015, 1057–1062, Association for Computing Machinery (ACM). doi:10.1145/2800835.2800960 

A Personalized Load Forecasting Enhanced by Activity Information
Ding, Y.; Neumann, M. A.; Stamm, E.; Beigl, M.; Inoue, S.; Pan, X.
2015. 2015 IEEE First International Smart Cities Conference (ISC2), Guadalajara, Mexico, 25-28 Oct. 2015, 1–6, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ISC2.2015.7366172 

Sequential Pattern Mining – a Study to Understand Daily Activity Patterns for Load Forecasting Enhancement
Ding, Y.; Borges, J.; Neumann, M. A.; Beigl, M.
2015. 2015 IEEE First International Smart Cities Conference (ISC2), Guadalajara, Mexico, 25-28 Oct. 2015, 1–6, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ISC2.2015.7366169 

ESMAC: A Web-Based Configurator for Context-Aware Experience Sampling Apps in Ambulatory Assessment
Bachmann, A.; Zetzsche, R.; Schankin, A.; Riedel, T.; Beigl, M.; Reichert, M.; Santangelo, P.; Ebner-Priemer, U.
2015. 5th EAI International Conference on Wireless Mobile Communication and Healthcare - "Transforming healthcare through innovations in mobile and wireless technologies", London, Great Britain October 14–16, 2015. Best Paper Award doi:10.4108/eai.14-10-2015.2261679 

IndianaJS: Building spatially aware web sites for the Web of Things
Miclaus, A.; Unseld, J.; Miclaus, A.; Berning, M.; Riedel, T.; Beigl, M.
2015. WoT ’15 Proceedings of the 6th International Workshop on the Web of Things, Seoul; South Korea; 26 October 2015, Art.Nr. 4, Association for Computing Machinery (ACM). doi:10.1145/2834791.2834796 

Ubiquitäre Systeme (Seminar) und Mobile Computing (Proseminar) WS 2014/15. Mobile und Verteilte Systeme. Ubiquitous Computing. Teil XII
Neumann, M. A.; Bachmann, A.; Ding, Y.; Riedel, T. (Hrsg.)
2015. Karlsruher Institut für Technologie (KIT)  

Group affiliation detection using model divergence for wearable devices
Gordon, D.; Wirz, M.; Roggen, D.; Tröster, G.; Beigl, M.
2014. Proceedings of the 2014 ACM International Symposium on Wearable Computers. Ed.: L. Dunne, 19–26, Association for Computing Machinery (ACM). doi:10.1145/2634317.2634319 

Group activity recognition using belief propagation for wearable devices
Gordon, D.; Scholz, M.; Beigl, M.
2014. Proceedings of the 2014 ACM International Symposium on Wearable Computers - UbiComp ’14: The 2014 ACM Conference on Ubiquitous Computing Sep 13, 2014-Sep 17, 2014 Seattle, USA. Ed.: L. Dunne, 3–10, Association for Computing Machinery (ACM). doi:10.1145/2634317.2634329 

A study of depth perception in hand-held augmented reality using autostereoscopic displays
Berning, M.; Kleinert, D.; Riedel, T.; Beigl, M.
2014. 2014 IEEE International Symposium on Mixed and Augmented Reality (ISMAR), 93–98, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ismar.2014.6948413 

End-user installation of heterogeneous home automation systems using pen and paper interfaces and dynamically generated documentation
Miclaus, A.; Riedel, T.; Beigl, M.
2014. International Conference on the Internet of Things (IOT 2014), Cambridge, MA, USA, 6.–8. Oktober 2014 

Distributed, low-cost particulate matter sensing: scenarios, challenges, approaches
Budde, M.; Zhang, L.; Beigl, M.
2014. First International Conference on Atmospheric Dust (DUST 2014), 230–236. doi:10.14644/dust.2014.038 

Challenges and approaches for low-cost particulate matter sensing in smart cities
Beigl, M.; Budde, M.; Zhang, L.
2014. I International Conference on Atmospheric Dust, DUST 2014 : Castellaneta Marina (Taranto), Italy, June, 1-6, 2014 - Scientific research abstracts, Vol.: 3, 55 

Passive, Device-Free Recognition on Your Mobile Phone: Tools, Features and a Case Study
Sigg, S.; Hock, M.; Scholz, M.; Tröster, G.; Wolf, L.; Ji, Y.; Beigl, M.
2014. Mobile and Ubiquitous Systems: Computing, Networking, and Services. Ed.: I. Stojmenovic, 435–446, Springer International Publishing. doi:10.1007/978-3-319-11569-6_34 

Improving Participatory Urban Infrastructure Monitoring through Spatio-Temporal Analytics
Budde, M.; Borges, J. D. M.; Tomov, S.; Riedel, T.; Beigl, M.
2014. 3rd ACM SIGKDD International Workshop on Urban Computing, Association for Computing Machinery (ACM) 

A Comparative Study to Evaluate the Usability of Context-Based Wi-Fi Access Mechanisms
Budde, M.; Riedel, T.; Köpke, M.; Berning, M.; Beigl, M.
2014. Universal Accessin Human-ComputerInteraction : Aging and Assistive Environments : 8th International Conference, UAHCI 2014, Held as Part of HCI International 2014, Heraklion, Crete, Greece, June 22–27, 2014, Proceedings, Part III. Ed.: C. Stephanidis, 451–462, Springer International Publishing. doi:10.1007/978-3-319-07446-7_44 

Leveraging Spatio-Temporal Clustering for Participatory Urban Infrastructure Monitoring
Budde, M.; Borges, J. D. M.; Tomov, S.; Riedel, T.; Beigl, M.
2014. Proceedings of the First International Conference on IoT in Urban Space, Rome, Italy, October 27-28, 2014. In-cooperation with ACM SIGAPP, SIGCHI and SIGSPATIAL. Ed.: F. Kawsar, ICST. doi:10.4108/icst.urb-iot.2014.257282 

End-user installation of heterogeneous home automation systems using pen and paper interfaces and dynamically generated documentation
Miclaus, A.; Riedel, T.; Beigl, M.
2014. 2014 International Conference on the Internet of Things (IOT 2014), Cambridge, Massachusetts, USA, October 6 - 8, 2014, 19–24, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IOT.2014.7030109 

From Load Forecasting to Demand Response - A Web of Things Use Case
Ding, Y.; Neumann, M. A.; Kehri, Ö.; Ryder, G.; Riedel, T.; Beigl, M.
2014. 5th International Workshop on the Web of Things (WoT); Cambridge, MA; United States; 8 October 2014, 28–33, Association for Computing Machinery (ACM). doi:10.1145/2684432.2684438 

Semantic Web Based Context-Adaptable Generation of Product Specific Documentation
Miclaus, A.; Riedel, T.; Unseld, J.; Beigl, M.
2014. 5th International Workshop on the Web of Things (WoT); Cambridge, MA; United States; 8 October 2014, 10–15, Association for Computing Machinery (ACM). doi:10.1145/2684432.2684435 

Ubiquitäre Systeme (Seminar) und Mobile Computing (Proseminar) SS 2014. Mobile und Verteilte Systeme. Ubiquitous Computing. Teil XI
Neumann, M. A.; Bachmann, A.; Ding, Y.; Riedel, T. (Hrsg.)
2014. Karlsruher Institut für Technologie (KIT)  

Ubiquitäre Systeme (Seminar) und Mobile Computing (Proseminar) WS 2013/14. Mobile und Verteilte Systeme. Ubiquitous Computing. Teil X
Neumann, M. A.; Bachmann, A.; Berning, M.; Scholz, M.; Ding, Y.; Budde, M. (Hrsg.)
2014. Karlsruher Institut für Technologie (KIT)  

Reconciling cloud and mobile computing using activity-based predictive caching
Gordon, D.; Frauen, S.; Beigl, M.
2014. Mobile computing, applications, and services : 5th International Conference, MobiCASE 2013, Paris, France, November 7-8, 2013, revised selected papers. Ed.: G. Memmi, 140–157, Springer International Publishing. Best Paper Award doi:10.1007/978-3-319-05452-0_11 

IoT applications—value creation for industry
Fantana, N. L.; Riedel, T.; Schlick, J.; Ferber, S.; Hupp, J.; Miles, S.; Michahelles, F.; Svensson, S.
2013. Internet of Things: Converging technologies for smart environments and integrated ecosystems. Ed.: O. Vermesan, 153–206, River Publishers 

Process Mining and Activity Recognition on Mobile Devices Using Crowdsourcing and User Information from the Cloud
Bachmann, A.
2013. UbiComp Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing 

Incremental Frequent Route Based Trajectory Prediction
Bachmann, A.; Borgelt, C.; Gidófalvi, G.
2013. IWCTS ’13: Proceedings of the Sixth ACM SIGSPATIAL International Workshop on Computational Transportation Science. SIGSPATIAL’13: 21st SIGSPATIAL International Conference on Advances in Geographic Information Systems, Orlando FL USA November 5 - 8, 2013, 49–54, Association for Computing Machinery (ACM). doi:10.1145/2533828.2533840 

Preservation and Redeployment of Sensor Acquisition Processes from a Dam Safety Information System
Bachmann, A.; Neumann, M. A.; Miri, H.; Barateiro, J.; Antunes, G.; Caetano, A.
2013. Proceedings of the International Conference on Knowledge Discovery and Information Retrieval and the International Conference on Knowledge Management and Information Sharing : Vilamoura, Algarve, Portugal, 19 - 22 September 2013 ; [integrated in IC3K (International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management). Ed. by L. Kecheng, 490–495, SciTePress. doi:10.5220/0004625404900495 

Energy-efficient collaborative data collection in mobile wireless sensor networks
Fu, Q.; Banitalebi, B.; Zhang, L.; Beigl, M.
2013. 47th Annual Conference on Information Sciences and Systems (CISS), Baltimore, MD, USA, 20-22 March 2013, 1–6, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/CISS.2013.6624264 

A framework for short-term activity-aware load forecasting
Ding, Y.; Neumann, M. A.; Da Silva, P. G.; Beigl, M.
2013. AIIP ’13: Drivers for Intelligent Ecosystems - Semantic Data and AI-based Decision Making, held with IJCAI 2013 Beijing China August 4 - 5, 2013. Ed.: S. Bader, 23–28, ACM Digital Library. doi:10.1145/2516911.2516919 

Utilising convolutions of random functions to realise function calculation via a physical channel
Sigg, S.; Jakimovski, P.; Ji, Y.; Beigl, M.
2013. 2013 IEEE 14th Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Darmstadt, Germany, 16-19 June 2013, 335–339, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/spawc.2013.6612067 

IoT applications : value creation for industry
Fantana, N. L.; Riedel, T.; Schlick, J.; Ferber, S.; Hupp, J.; Miles, S.; Michahelles, F.; Svensson, S.
2013. Internet of Things : Converging technologies for smart environments and integrated ecosystems. Ed.: O. Vermesan, 168, River Publishers 

Temporally-relaxed conditions for activation of services in the web of things
Neumann, M. A.; Hassler, D.; Ding, Y.; Riedel, T.; Beigl, M.
2013. UbiComp ’13 Adjunct: Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication, Zurich Switzerland, September 8 - 12, 2013, 1525–1534, Association for Computing Machinery (ACM). doi:10.1145/2494091.2497586 

Semantic Federation of Product Information from Structured and Unstructured Sources
Wauer, M.; Meinecke, J.; Schuster, D.; Konzag, A.; Aleksy, M.; Riedel, T.
2013. Web-Based Multimedia Advancements in Data Communications and Networking Technologies. Ed.: V. Sridhar, 139–168, IGI Global. doi:10.4018/978-1-4666-2026-1.ch008 

Device-free and device-bound activity recognition using radio signal strength
Scholz, M.; Riedel, T.; Hock, M.; Beigl, M.
2013. AH ’13: Proceedings of the 4th Augmented Human International Conference, Stuttgart, Germany, March 7 - 8, 2013. Ed.: A. Schmidt, 100–107, Association for Computing Machinery (ACM). doi:10.1145/2459236.2459254 

Towards Collaborative Group Activity Recognition Using Mobile Devices
Gordon, D.; Hanne, J.-H.; Berchtold, M.; Shirehjini, A. A. N.; Beigl, M.
2013. Mobile Networks and Applications, 18 (3), 326–340. doi:10.1007/s11036-012-0415-x 

RF-Sensing of Activities From Non-Cooperative Subjects in Device-Free Recognition Systems Using Ambient and Local Signals
Sigg, S.; Scholz, M.; Shi, S.; Ji, Y.; Beigl, M.
2013. IEEE Transactions on Mobile Computing, PP (99), 1/1–14. doi:10.1109/TMC.2013.28 

A Concept for Support of Firefighter Frontline Communication
Scholz, M.; Gordon, D.; Ramirez, L.; Sigg, S.; Dyrks, T.; Beigl, M.
2013. Future Internet, 5 (2), 113–127. doi:10.3390/fi5020113  

Retrofitting smartphones to be used as particulate matter dosimeters
Budde, M.; Barbera, P.; El Masri, R.; Riedel, T.; Beigl, M.
2013. 17th Annual International Symposium on Wearable Computers (ISWC’13), Zürich, Switzerland, September 8-12, 2013, 139–140, Association for Computing Machinery (ACM). doi:10.1145/2493988.2494342 

Using a 2DST waveguide for usable, physically constrained out-of-band Wi-Fi authentication
Budde, M.; Köpke, M.; Berning, M.; Riedel, T.; Beigl, M.
2013. ACM Conference on Pervasive and Ubiquitous Computing Adjunct Publication (UbiComp’13), Zürich, Switzerland, September 8-12, 2013, 221–224, Association for Computing Machinery (ACM). doi:10.1145/2493432.2494264 

Point & control - interaction in smart environments: you only click twice
Budde, M.; Berning, M.; Baumgärtner, C.; Kinn, F.; Kopf, T.; Ochs, S.; Reiche, F.; Riedel, T.; Beigl, M.
2013. ACM Conference on Pervasive and Ubiquitous Computing Adjunct Publication (UbiComp’13), Zürich, Switzerland, September 8-12, 2013, 303–306, Association for Computing Machinery (ACM). doi:10.1145/2494091.2494184 

PARnorama: 360 Degree interactive video for augmented reality prototyping
Berning, M.; Yonezawa, T.; Riedel, T.; Nakazawa, J.; Beigl, M.; Tokuda, H.
2013. ACM Conference on Pervasive and Ubiquitous Computing Adjunct Publication (UbiComp’13), Zürich, Switzerland, September 8-12, 2013, 1471–1474, Association for Computing Machinery (ACM). doi:10.1145/2494091.2499570 

A Control Loop Approach for Integrating The Future Decentralized Power Markets and Grids
Ding, Y.; Neumann, M. A.; Budde, M.; Beigl, M.; Da Silva, P. G.; Thang, L.
2013. IEEE International Conference on Smart Grid Communications (SmartGridComm’13), Vancouver, Canada, October 21-24, 2013, 588–593, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/SmartGridComm.2013.6688022 

Enabling low-cost particulate matter measurement for participatory sensing scenarios
Budde, M.; El Masri, R.; Riedel, T.; Beigl, M.
2013. 12th International Conference on Mobile and Ubiquitous Multimedia (MUM’13), Lulea, Sweden, December 2-5, 2013, Art.-Nr.: 19, Association for Computing Machinery (ACM). doi:10.1145/2541831.2541859 

jActivity: supporting mobile web developers with HTML5/JavaScript based human activity recognition
Huber, M.; Bachmann, A.; Budde, M.; Beigl, M.
2013. 12th International Conference on Mobile and Ubiquitous Multimedia (MUM’13), Lulea, Sweden, December 2-5, 2013, 45/1–2, Association for Computing Machinery (ACM). doi:10.1145/2541831.2541873 

Activity recognition for creatures of habit
Gordon, D.; Czerny, J.; Beigl, M.
2013. Personal and ubiquitous computing, 18 (1), 205–221. doi:10.1007/s00779-013-0638-2 

Ubiquitäre Systeme (Seminar) SS 2013. Mobile und Verteilte Systeme. Ubiquitous Computing. Teil IX
Jakimovski, P.; Neumann, M. A.; Budde, M.; Sackmann, N. (Hrsg.)
2013. Karlsruher Institut für Technologie (KIT)  

Peer-to-Peer Group Affiliation Detection using Mobile Phones. (Technical Report, September 19th 2013)
Gordon, D.; Beigl, M.; Wirz, M.; Tröster, G.; Roggen, D.
2013. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000036683  

Group Activity Recognition using Belief Propagation for P2P Mobile Devices. (Technical Report, September 2nd 2013)
Gordon, D.; Scholz, M.; Beigl, M.
2013. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000036356  

Ubiquitäre Systeme (Seminar) WS 2012/13. Mobile und Verteilte Systeme. Ubiquitous Computing. Teil VIII
Jakimovski, P.; Berning, M.; Scholz, M.; Neumann, M. A.; Bachmann, A.; Ding, Y.
2013. (T. Riedel, Hrsg.), Karlsruher Institut für Technologie (KIT)  

RFTraffic: a study of passive traffic awareness using emitted RF noise from the vehicles
Ding, Y.; Banitalebi, B.; Miyaki, T.; Beigl, M.
2012. EURASIP journal on wireless communications and networking, 2012 (1), Article: 8. doi:10.1186/1687-1499-2012-8 

Calculation of functions on the RF-channel for IoT
Sigg, S.; Jakimovski, P.; Beigl, M.
2012. 2012 3rd IEEE International Conference on the Internet of Things, Wuxi, China, 24-26 Oct. 2012, 107–113, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/iot.2012.6402311 

Transmission channel sensitive multi-metric routing for Wireless Sensor Networks
Banitalebi, B.; Beigl, M.
2012. International Conference on Wireless Communications in Underground and Confined Areas, 28-30 Aug. 2012, Clermont Ferrand, France, 1–6, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/icwcuca.2012.6402495 

The TECO Envboard: A mobile sensor platform for accurate urban sensing - And more
Budde, M.; Berning, M.; Busse, M.; Miyaki, T.; Beigl, M.
2012, Juni. 9th International Conference on Networked Sensing (INSS 2012), Antwerpen, Belgien, 11.–14. Juni 2012 

WoR-MAC: Combining Wake-on-Radio with Quality-of-Service for intelligent environments
Gordon, D.; Berning, M.; Masri, R. E.; Beigl, M.; Blanckenstein, J.; Klaue, J.
2012, Juni. 9th International Conference on Networked Sensing (INSS 2012), Antwerpen, Belgien, 11.–14. Juni 2012 

Energy-Efficient Activity Recognition Using Prediction
Gordon, D.; Czerny, J.; Miyaki, T.; Beigl, M.
2012, Juni. 16th International Symposium on Wearable Computers (ISWC 2012), Newcastle, Vereinigtes Königreich, 18.–22. Juni 2012 

Investigation of Context Prediction Accuracy for Different Context Abstraction Levels
Sigg, S.; Gordon, D.; Zengen, G. von; Beigl, M.; Haseloff, S.; David, K.
2012. IEEE transactions on mobile computing, 11 (6), 1047–1059. doi:10.1109/TMC.2011.170 

The TECO Envboard: A mobile sensor platform for accurate urban sensing - And more
Budde, M.; Berning, M.; Busse, M.; Miyaki, T.; Beigl, M.
2012. Ninth International Conference on Networked Sensing (INSS), 2012 : 11 - 14 June 2012, Antwerp, Belgium ; conference proceedings, 1–2, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/inss.2012.6240573 

Investigating the use of commodity dust sensors for the embedded measurement of particulate matter
Budde, M.; Busse, M.; Beigl, M.
2012. Ninth International Conference on Networked Sensing (INSS), 2012 : 11 - 14 June 2012, Antwerp, Belgium : conference proceedings, 1–4, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/inss.2012.6240545 

WoR-MAC: Combining Wake-on-Radio with Quality-of-Service for intelligent environments
Gordon, D.; Berning, M.; Masri, R. E.; Beigl, M.; Blanckenstein, J.; Klaue, J.
2012. 2012 Ninth International Conference on Networked Sensing (INSS), Antwerp, Belgium, 11-14 June 2012, 1–8, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/inss.2012.6240534 

Energy-Efficient Activity Recognition Using Prediction
Gordon, D.; Czerny, J.; Miyaki, T.; Beigl, M.
2012. 2012 16th International Symposium on Wearable Computers, Newcastle, UK, 18-22 June 2012, 29–36, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/iswc.2012.25 

An improved channel access approach for emergency situations in IEEE 802.11 DCF
Banitalebi, B.; Ding, Y.; Schmidtke, H. R.; Beigl, M.
2012. Ninth International Conference on Networked Sensing (INSS), 2012 : 11 - 14 June 2012, Antwerp, Belgium ; conference proceedings, 1–4, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/inss.2012.6240556 

An improved multi-metric hop-cost model for wireless ad-hoc and sensor networks
Banitalebi, B.; Beigl, M.; Masry, R. E.
2012. Ninth International Conference on Networked Sensing (INSS), 2012 : 11 - 14 June 2012, Antwerp, Belgium ; conference proceedings, 1–2, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/inss.2012.6240567 

Augmented service in the factory of the future
Berning, M.; Riedel, T.; Karl, D.; Schandinat, F.; Beigl, M.; Fantana, N.
2012. 2012 Ninth International Conference on Networked Sensing (INSS), Antwerp, Belgium, 11-14 June 2012, 1–2, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/inss.2012.6240571 

A Platform-as-a-Service for in-situ development of wireless sensor network applications
Ding, Y.; Neumann, M. A.; Gordon, D.; Riedel, T.; Miyaki, T.; Beigl, M.; Zhang, W.; Zhang, L.
2012. 2012 Ninth International Conference on Networked Sensing (INSS), Antwerp, Belgium, 11-14 June 2012, 1–8, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/inss.2012.6240527 

A prototype of an in-situ radio sensing and visualization device
Karatzoglou, A.; Scholz, M.; Riedel, T.; Beigl, M.
2012. 2012 Ninth International Conference on Networked Sensing (INSS), Antwerp, Belgium, 11-14 June 2012, 1–2, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/inss.2012.6240575 

Design of a printed organic RFID circuit with an integrated sensor for smart labels
Jakimovski, P.; Riedel, T.; Hadda, A.; Beigl, M.
2012. International Multi-Conference on Systems, Signals & Devices, Chemnitz, Germany, 20-23 March 2012, 1–6, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ssd.2012.6197986 

Recognizing Group Activities Using Wearable Sensors
Gordon, D.; Hanne, J.-H.; Berchtold, M.; Miyaki, T.; Beigl, M.
2012. 8th International ICST Conference on Mobile and Ubiquitous Systems (MobiQuitos 2011), Kopenhagen, Dänemark, 6.–9. Dezember 2011 

Towards a Decision Support Architecture for Digital Preservation of Business Processes
Neumann, M. A.; Miri, H.; Thomson, J.; Antunes, G.; Mayer, R.; Beigl, M.
2012. IPRES 2012. Proceedings of the 9th International Conference on Preservation of Digital Objects, October 1 - 5. 2012. Ed.: R. Moore, 126–133, University of Toronto 

An Improved Channel Access Approach for Emergency Situations in IEEE 802.11 DCF 206
Banitalebi, B.; Ding, Y.; Schmidtke, H. R.; Beigl, M.
2012. 2012 Ninth International Conference on Networked Sensing (INSS 2012) : Antwerp, Belgium, 11 - 14 June 2012, 206–209, Institute of Electrical and Electronics Engineers (IEEE) 

Handheld Particulate Matter Measurements with COTS Sensors
Budde, M.; Berning, M.; Busse, M.; Miyaki, T.; Beigl, M.
2012. 10th International Conference on Pervasive Computing (Pervasive 2012), Newcastle, Vereinigtes Königreich, 18.–22. Juni 2012 

Neuron Inspired Collaborative Transmission in Wireless Sensor Networks
Sigg, S.; Jakimovski, P.; Becker, F.; Schmidtke, H. R.; Neumann, A.; Ji, Y.; Beigl, M.
2012. Mobile and Ubiquitous Systems: Computing, Networking, and Services. Ed.: A. Puiatti, 273–284, Springer-Verlag. doi:10.1007/978-3-642-30973-1_28 

Collective communication for dense sensing environments
Jakimovski, P.; Schmidtke, H. R.; Sigg, S.; Chaves, L. W. F.; Beigl, M.
2012. Journal of ambient intelligence and smart environments, 4 (2), 123–134. doi:10.3233/ais-2012-0139 

Recognizing Group Activities Using Wearable Sensors
Gordon, D.; Hanne, J.-H.; Berchtold, M.; Miyaki, T.; Beigl, M.
2012. Mobile and ubiquitous systems : computing, networking, and services ; 8th international ICST conference, MobiQuitous 2011, Copenhagen, Denmark, December 6 - 9, 2011 ; revised selected papers. Ed.: A. Puiatti, 350–361, Springer Berlin Heidelberg. doi:10.1007/978-3-642-30973-1_34 

Middleware für Ubiquitäre Systeme: Ein Modellgetriebener Ansatz. Dissertation
Riedel, T.
2012. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000036145  

A Smart Energy system: Distributed resource management, control and optimization
Ding, Y.; Decker, C.; Vassileva, I.; Wallin, F.; Beigl, M.
2011. 2011 2nd IEEE PES International Conference and Exhibition on Innovative Smart Grid Technologies, 1–8, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/isgteurope.2011.6162720 

Household indicators for developing innovative feedback technologies
Vassileva, I.; Wallin, F.; Ding, Y.; Beigl, M.; Dahlquist, E.
2011. 2011 2nd IEEE PES International Conference and Exhibition on Innovative Smart Grid Technologies, Manchester, UK, 5-7 Dec. 2011, 1–7, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/isgteurope.2011.6162715 

Feedback-Based Closed-Loop Carrier Synchronization : A Sharp Asymptotic Bound, an Asymptotically Optimal Approach, Simulations, and Experiments
Sigg, S.; El Masri, R. M.; Beigl, M.
2011. IEEE transactions on mobile computing, 10 (11), 1605–1617. doi:10.1109/tmc.2011.21 

Collaborative Channel Equalization: Analysis and Performance Evaluation of Distributed Aggregation Algorithms in WSNs
Banitalebi, B.; Gordon, D.; Sigg, S.; Miyaki, T.; Beigl, M.
2011. IEEE 8th International Conference on Mobile Adhoc and Sensor Systems (MASS 2011) : Valencia, Spain, 17 - 22 October 2011 ; [proceedings ; including workshop papers], 450–459, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/mass.2011.51 

RFTraffic: Passive traffic awareness based on emitted RF noise from the vehicles
Ding, Y.; Banitalebi, B.; Miyaki, T.; Beigl, M.
2011. 2011 11th International Conference on ITS Telecommunications, 393–398, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/itst.2011.6060088 

Collective Communication for Dense Sensing Environments
Jakimovski, P.; Becker, F.; Sigg, S.; Schmidtke, H. R.; Beigl, M.
2011. 2011 Seventh International Conference on Intelligent Environments, 157–164, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ie.2011.42 

Semantic Federation of Product Information from Structured and Unstructured Sources
Wauer, M.; Meinecke, J.; Schuster, D.; Konzag, A.; Aleksy, M.; Riedel, T.
2011. International journal of business data communications and networking, 7 (2), 69–97. doi:10.4018/jbdcn.2011040105 

Using prediction to conserve energy in recognition on mobile devices
Gordon, D.; Sigg, S.; Yong Ding; Beigl, M.
2011, März. IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM 2011), Seattle, WA, USA, 21.–25. März 2011 

Using prediction to conserve energy in recognition on mobile devices
Gordon, D.; Sigg, S.; Yong Ding; Beigl, M.
2011. 2011 IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM Workshops), 364–367, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/percomw.2011.5766907 

An Experiment in Hierarchical Recognition of Group Activities Using Wearable Sensors
Gordon, D.; Hanne, J.-H.; Berchtold, M.; Miyaki, T.; Beigl, M.
2011. 7th International and Interdisciplinary Conference on Modeling and Using Context (CONTEXT 2011), Karlsruhe, Deutschland, 26.–30. September 2011 

Entropy of Audio Fingerprints for Unobtrusive Device Authentication
Sigg, S.; Budde, M.; Ji, Y.; Beigl, M.
2011. 7th International and Interdisciplinary Conference on Modeling and Using Context (CONTEXT 2011), Karlsruhe, Deutschland, 26.–30. September 2011 

SenseWaves: Radiowaves for context recognition
Scholz, M.; Sigg, S.; Bagschik, G.; Guenther, T.; Zengen, G. von; Shishkova, D.; Ji, Y.; Beigl, M.
2011 

ActiServ: Activity Recognition with mobile phones - why do we need it and how can it be done?
Budde, M.; Berchtold, M.; Beigl, M.
2011 

Program Your Reality with dinam-mite
Gordon, D.; Neumann, M. A.; Beigl, M.
2011. 9th International Conference on Pervasive Computing (Pervasive 2011), San Francisco, CA, USA, 12.–15. Juni 2011 

Mobile Sensing in Metropolitan Area: Case Study in Beijing
Zhang, W.; Zhang, L.; Ding, Y.; Miyaki, T.; Gordon, D.; Beigl, M.
2011. International Conference on Ubiquitous Computing: Mobile Sensing: Challenges, Opportunities and Future Directions (Ubicomp 2011 workshop) Beijing, China, Sep 17 – Sep 21, 2011, Association for Computing Machinery (ACM) 

Ubiquitous Know-How Transfer Based on a Mobile Learning and Classification System
Ding, Y.; Budde, M.; Gordon, D.; Shishkova, D.; Sackmann, N.; Schmidtke, H. R.; Beigl, M.
2011 

Ubiquitous Know-How Transfer Based on a Mobile Learning and Classification System
Ding, Y.; Budde, M.; Gordon, D.; Shishkova, D.; Sackmann, N.; Schmidtke, H. R.; Beigl, M.
2011. Proceedings of the 7th international conference adjunct papers on Context’11, Karlsruhe, Germany, Springer, September 2011 

An adaptive protocol for distributed beamforming
Sigg, S.; Beigl, M.
2011. 17th GI/ITG Conference on Communication in Distributed Systems (KiVS 2011) - 17. GI/ITG Fachtagung Kommunikation in Verteilten Systemen : March 8 - 11, 2011, Kiel, Germany. Ed. : N. Luttenberger, Schloss Dagstuhl - Leibniz-Zentrum für Informatik (LZI). doi:10.4230/OASIcs.KiVS.2011.38 

Challenges for device-free radio-based activity recognition
Scholz, M.; Sigg, S.; Schmidkte, H. R.; Beigl, M.
2011. Proceedings of the 3rd Workshop on Context Systems Design Evaluation and Optimisation (CoSDEO) 

Scheduling for a Modular Activity Recognition System to Reduce Energy Consumption on SmartPhones
Berchtold, M.; Guenther, H.; Budde, M.; Beigl, M.
2011. Workshop proceedings / 24th International Conference on Architecture of Computing Systems, ARCS 2011 : February 22 - 23, 2011, Como, Italy. Ed.: W. Karl 

Context awareness through the RF-channel
Starosta, J.; Reschke, M.; Schwarzl, S.; Sigg, S.; Beigl, M.
2011. Workshop proceedings / 24th International Conference on Architecture of Computing Systems, ARCS 2011 : February 22 - 23, 2011, Como, Italy. Ed.: W. Karl, 347–356, VDE Verlag 

Context awareness through the RF-channel
Starosta, J.; Reschke, M.; Schwarzl, S.; Sigg, S.; Beigl, M.
2011. 2nd / 24th Workshop on Context-Systems Design, Evaluation and Optimisation in conjunction with the International Conference on Architecture of Computing Systems (CoSDEO / ARCS 2011), Como, Italien, 22.–25. Februar 2011 

Things that hover – interaction with tiny battery-less robots on desktop
Miyaki, T.; Ding, Y.; Banitalebi, B.; Beigl, M.
2011. CHI ’11: CHI Conference on Human Factors in Computing Systems, Vancouver, BC Canada, May 7 - 12, 2011, 531–540, ACM Digital Library. doi:10.1145/1979742.1979624 

Efficient Adaptive Communication from Resource-Restricted Transmitters
Sigg, S.; Beigl, M.; Banitalebi, B.
2011. Organic Computing - A Paradigm Shift for Complex Systems. Ed.: C. Müller-Schloer, 473–487, Springer. doi:10.1007/978-3-0348-0130-0_31 

Entropy of Audio Fingerprints for Unobtrusive Device Authentication
Sigg, S.; Budde, M.; Ji, Y.; Beigl, M.
2011. Modeling and Using Context. Ed.: M. Beigl, 296–299, Springer Nature Switzerland. doi:10.1007/978-3-642-24279-3_31 

Distributed Spatial Reasoning for Wireless Sensor Networks
Schmidtke, H. R.; Beigl, M.
2011. Modeling and Using Context. Ed.: M. Beigl, 264–277, Springer Nature Switzerland. doi:10.1007/978-3-642-24279-3_28 

Global Peer-to-Peer Classification in Mobile Ad-Hoc Networks: A Requirements Analysis
Gordon, D.; Scholz, M.; Ding, Y.; Beigl, M.
2011. Modeling and using context : 7th international and interdisciplinary conference, CONTEXT 2011, Karlsruhe, Germany, September 26-30, 2011 ; proceedings. Ed.: M. Beigl, 108–114, Springer-Verlag. doi:10.1007/978-3-642-24279-3_12 

An Experiment in Hierarchical Recognition of Group Activities Using Wearable Sensors
Gordon, D.; Hanne, J.-H.; Berchtold, M.; Miyaki, T.; Beigl, M.
2011. Modeling and using context : 7th international and interdisciplinary conference, CONTEXT 2011, Karlsruhe, Germany, September 26-30, 2011. Ed.: M. Beigl Beteiligt:, 104–107, Springer-Verlag. doi:10.1007/978-3-642-24279-3_11 

Self-optimized collaborative data communication in wireless sensor networks
Banitalebi, B.; Miyaki, T.; Schmidtke, H. R.; Beigl, M.
2011. Proceedings of the 2011 workshop on Organic computing - OC ’11, 23–32, Association for Computing Machinery (ACM). doi:10.1145/1998642.1998648 

Smart Beijing: Correlation of Urban Electrical Energy Consumption with Urban Environmental Sensing for Optimizing Distribution Planning
Ding, Y.; Zhang, W.; Miyaki, T.; Riedel, T.; Zhang, L.; Beigl, M.
2011. ENERGY 2011 : the First International Conference on Smart Grids, Green Communications and IT Energy-aware Technologies : May 22-27, 2011, Venice/Mestre, Italy. Ed.: A. Gnazzo, 98–101, International Academy Research and Industry Association (IARIA) 

SmartTecO – context-based ambient sensing and monitoring for optimizing energy consumption
Ding, Y.; Namatame, N.; Riedel, T.; Miyaki, T.; Budde, M.
2011. ICAC ’11: Proceedings of the 8th ACM international conference on Autonomic computing, Karlsruhe, Germany, June 14-18, 2011. Ed.: H. Schmeck, 169–170, Association for Computing Machinery (ACM). doi:10.1145/1998582.1998612 

Monitoring for Digital Preservation of Processes
Neumann, M. A.; Riedel, T.; Taylor, P.; Schmidtke, H. R.; Beigl, M.
2011. Modeling and Using Context. Ed.: M. Beigl, 214–220, Springer Nature Switzerland. doi:10.1007/978-3-642-24279-3_22 

A distributed resource management architecture for interconnecting Web-of-Things using uBox
Namatame, N.; Ding, Y.; Riedel, T.; Tokuda, H.; Miyaki, T.; Beigl, M.
2011. WoT ’11: Proceedings of the Second International Workshop on Web of Things, San Francisco, June 12-15, 2011 in conjunction with Pervasive 2011. Ed.: D. Guinard, Article No.: 4, Association for Computing Machinery (ACM). doi:10.1145/1993966.1993972 

ActiServ: Activity Recognition Service for mobile phones
Berchtold, M.; Budde, M.; Gordon, D.; Schmidtke, H. R.; Beigl, M.
2010. Proceedings of the Fourteenth International Symposium on Wearable Computers (ISWC 2010), Seoul, South Korea, October 10-13, 2010. Ed.: F. Michahelles, Article no: 5665868, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/iswc.2010.5665868 

On the feasibility of receive collaboration in wireless sensor networks
Banitalebi, B.; Sigg, S.; Beigl, M.
2010. 21st Annual IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, Istanbul, Turkey, 26-30 Sept. 2010, 1608–1613, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/pimrc.2010.5671943 

A pragmatic architecture for ad-hoc sensing and servicing of industrial machinery
Fantana, N. L.; Riedel, T.
2010. 2010 Seventh International Conference on Networked Sensing Systems (INSS), Kassel, Germany, 15-18 June 2010, 165–168, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/inss.2010.5572177 

A Model Driven Internet of Things
Riedel, T.; Yordanov, D.; Fantana, N.; Scholz, M.; Decker, C.
2010. 2010 Seventh International Conference on Networked Sensing Systems (INSS), Kassel, Germany, 15-18 June 2010, 265–268, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/inss.2010.5573154 

A flexible architecture for a robust indoor navigation support device for firefighters
Scholz, M.; Riedel, T.; Decker, C.
2010. 2010 Seventh International Conference on Networked Sensing Systems (INSS), 227–232, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/inss.2010.5573554 

An asymptotically optimal approach to the distributed adaptive transmit beamforming in wireless sensor networks
El Masri, R. M.; Sigg, S.; Beigl, M.
2010. 2010 European Wireless Conference (EW), 511–518, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ew.2010.5483485 

A Tool Chain for a Lightweight, Robust and Uncertainty-based Context Classification System (CCS)
Guenther, H.; El Simrany, F.; Berchtold, M.; Beigl, M.
2010. Workshop proceedings / 23th International Conference on Architecture of Computing Systems, ARCS 2010 : February 22 - 23, 2010, Hannover, Germany. Ed.: M. Beigl, 15–160, VDE Verlag 

A Demonstration of a Robust Context Classification System (CCS) and its Context ToolChain (CTC)
Berchtold, M.; Guenther, H.; Beigl, M.
2010. Eighth International Conference on Pervasive Computing 

Introducing New Sensors for Activity Recognition
Gordon, D.; Schmidtke, H.; Beigl, M.
2010. How To Do Good Research In Activity Recognition: Experimental methodology, performance evaluation and reproducibility. Workshop in conjunction with Pervasive 2010 

Performance Analysis of Receive Collaboration in TDMA-based Wireless Sensor Networks
Banitalebi, B.; Sigg, S.; Beigl, M.
2010. UBICOMM 2010 : the Fourth International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies : October 25-30, 2010 - Florence, Italy. Ed.: J. L. Mauri, 236–241, International Academy Research and Industry Association (IARIA) 

Sensing Spaces: Light-Weight Monitoring of Industrial Facilities
Ding, Y.; Laue, F.; Schmidtke, H. R.; Beigl, M.
2010. KI 2010: Advances in Artificial Intelligence, KI 2010 - 33rd Annual German Conference on Artificial Intelligence, Karlsruhe, 21.-24. September 2010 - BMI’10 - Behaviour Monitoring and Interpretation. Proceedings of the 5th BMI, Workshop on Behaviour Monitoring and Interpretation 2010. Karlsruhe, Germany, September 21, 2010. Ed.: B. Gottfried, 53–62, RWTH Aachen 

A MVC prototype for the landmarke firefighter navigation system (IOT2010)
Scholz, M.; Ramirez, L.; Denef, S.; Betz, M.; Dyrks, T.; Scholl, P.; Busse, M.; Stoetzer, M.; Budde, M.; Berning, M.; Shishkova, D.; Riedel, T.; Beigl, M.
2010 

Beyond context-awareness – context prediction in an industrial application
Ding, Y.; Schmidtke, H. R.; Beigl, M.
2010. Proceedings of the 12th ACM international conference adjunct papers on Ubiquitous computing - Ubicomp ’10, 401–402, ACM Digital Library. doi:10.1145/1864431.1864457 

Expectation aware in-network context processing
Sigg, S.; Beigl, M.
2010. CASEMANS ’10 : Proceedings of the 4th ACM International Workshop on Context-Awareness for Self-Managing Systems, Copenhagen, Denmark, Sept. 26-29, 2010. Ed.: F. Siewe, 59–64, ACM Digital Library. doi:10.1145/1858367.1858376 

Vergleich von Sammelsystemen für Mobiltelefone
Beigl, P.; Schneider, F.; Salhofer, S.
2010. Müll und Abfall, (10), 7. doi:10.37307/j.1863-9763.2010.10.07 

An Extensible Modular Recognition Concept That Makes Activity Recognition Practical
Berchtold, M.; Budde, M.; Schmidtke, H. R.; Beigl, M.
2010. KI 2010: Advances in Artificial Intelligence. Ed.: R. Dillmann, 400–409, Springer-Verlag. doi:10.1007/978-3-642-16111-7_46 

Positions, Regions, and Clusters: Strata of Granularity in Location Modelling
Schmidtke, H. R.; Beigl, M.
2010. KI 2010: Advances in Artificial Intelligence. Ed.: R. Dillmann, 272–279, Springer-Verlag. doi:10.1007/978-3-642-16111-7_31 

DAG Based Context Reasoning: Optimised DAG Creation
Klein, N.; David, K.; Sigg, S.; Beigl, M.
2010. Workshop proceedings / ARCS 2010 / 23th International Conference on Architecture of Computing Systems, February 22 - 23, 2010, Hannover, Germany. Ed.: M. Beigl, 177–182, VDE Verlag 

A long-term sensory logging device for subject monitoring
Gordon, D.; Witt, F.; Schmidtke, H.; Beigl, M.
2010. 2010 4th International Conference on Pervasive Computing Technologies for Healthcare Pervasive Health 2010, 22-25 March 2010, Ed.: K. A. Siek, Article no: 5482233, Institute of Electrical and Electronics Engineers (IEEE). doi:10.4108/icst.pervasivehealth2010.8826 

Dinam: A wireless sensor network concept and platform for rapid development
Gordon, D.; Beigl, M.; Neumann, M. A.
2010. 7th International Conference on Networked Sensing Systems, Kassel, June 15 - 18, 2010. Ed.: H. Hillmer, 57–60, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/INSS.2010.5573290 

Cooperative Relative Positioning
Gellersen, H.; Lukowicz, P.; Beigl, M.; Riedel, T.
2010. IEEE pervasive computing, 9 (4), 78–89. doi:10.1109/MPRV.2010.18 

Beyond context-awareness: context prediction in an industrial application
Ding, Y.; Schmidtke, H. R.; Beigl, M.
2010. Proceeding Ubicomp ’10 Adjunct Proceedings of the 12th ACM international conference adjunct papers on Ubiquitous computing - Adjunct, 26-29 September 2010, Copenhagen, Denmark, 401–402, Association for Computing Machinery (ACM) 

A Novel Micro-Vibration Sensor for Activity Recognition : Potential and Limitations
Gordon, D.; Schmidtke, H. R.; Beigl, M.; Zengen, G. von
2010. Proceedings of the 14th International Symposium on Wearable Computers (ISWC 2010), Seoul, ROK, October 10-13, 2010, Article no: 5665861, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ISWC.2010.5665861 

Using Web Service Gateways and Code Generation for Sustainable System Development
Riedel, T.; Schmidtke, H. R.; Beigl, M.; Fantana, N.
2010. Internet of Things (IOT). Ed.: F. Michahelles, 1–8, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/iot.2010.5678449 

Limitations, performance and instrumentation of closed-loop feedback based distributed adaptive transmit beamforming in WSNs
Sigg, S.; Masri, R. M. E.; Ristau, J.; Beigl, M.
2009. 2009 International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), Melbourne, VIC, Australia, 7-10 Dec. 2009, 451–456, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/issnip.2009.5416750 

Algorithms for closed-loop feedback based distributed adaptive beamforming in wireless sensor networks
Sigg, S.; Beigl, M.
2009. 2009 International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), Melbourne, VIC, Australia, 7-10 Dec. 2009, 25–30, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/issnip.2009.5416847 

Algorithmic approaches to distributed adaptive transmit beamforming
Sigg, S.; Beigl, M.
2009. 2009 International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), 433–438, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/issnip.2009.5416780 

D-Bridge: A platform for developing low-cost WSN product solutions
Gordon, D.; Beigl, M.
2009. 6th International Conference on Networked Sensing Systems, Pittsburgh, PA, Jun 17, 2009 - Jun 19, 2009, 62–65, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/inss.2009.5409950 

Servicing industrial machinery: Challenges using wireless identification and networked sensing systems
Fantana, N. L.; Riedel, T.
2009. 2009 Sixth International Conference on Networked Sensing Systems (INSS), Pittsburgh, PA, USA, 17-19 June 2009, 1–4, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/inss.2009.5409948 

A Study on the Use of Wireless Sensor Networks in a Retail Store
Gordon, D.; Beigl, M.; Iwai, M.
2009. Workshop at the Conference on Pervasive Computing 2009 (Pervasive09), Nara, Japan, May 2009 

Increased Robustness in Context Detection and Reasoning Using Uncertainty Measures: Concept and Application
Berchtold, M.; Beigl, M.
2009. Ambient intelligence : european conference, AmI 2009, Salzburg, Austria, November 18-21, 2009 ; proceedings. Ed.: M. Tscheligi, 256–266, Springer Berlin Heidelberg. doi:10.1007/978-3-642-05408-2_30 

Mobile und Verteilte Systeme - Ubiquitous Computing - Teil VI - Seminar im WS 2008/09
Riedel, T.; Berchtold, M.; Decker, C.
2009. Universität Karlsruhe (TH)  

Gath-Geva specification and genetic generalization of Takagi-Sugeno-Kang fuzzy models
Berchtold, M.; Riedel, T.; Decker, C.; Laerhoven, K. van
2008. 2008 IEEE International Conference on Systems, Man and Cybernetics, Singapore, 12-15 Oct. 2008, 595–600, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/icsmc.2008.4811342 

ContextXML: A Data Processing Framework for Ubiquitous Computing
Wildschut, D.; Riedel, T.; Decker, C.; Roehr, D.; Beigl, M.; Isomura, M.
2008. International Symposium on Applications and the Internet, 2008: SAINT 2008 ; July 28, 2008 - Aug. 1, 2008, Turku, Finland ; proceedings ; [including workshop papers], 181–184, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/SAINT.2008.102 

Search space size and context prediction
Sigg, S.; Beuster, M.; Rohr, D.; Beigl, M.
2008. 2008 5th International Conference on Networked Sensing Systems, Kanazawa, Japan, 17-19 June 2008, 240, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/inss.2008.4610879 

Audio fingerprinting in UbiComp environments - performance measurements and applications
Sigg, S.; Rohr, D.; Beuster, M.; Beigl, M.
2008. 2008 5th International Conference on Networked Sensing Systems, 239, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/inss.2008.4610878 

Quality of Location: Estimation, system integration and application
Berchtold, M.; Riedel, T.; Decker, C.; Bittel, C.; Beigl, M.; Beuster, M.
2008. 2008 5th International Conference on Networked Sensing Systems, Kanazawa, Japan, 17-19 June 2008, 195–202, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/inss.2008.4610924 

Pluggable real world interfaces Physically enabled code deployment for networked sensors
Riedel, T.; Scholl, P.; Decker, C.; Berchtold, M.; Beigl, M.
2008. 2008 5th International Conference on Networked Sensing Systems, Kanazawa, Japan, 17-19 June 2008, 111–114, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/inss.2008.4610909 

Developing a virtual environment for better sensory perception
Rohr, D.; Beigl, M.; Beuster, M.; Sigg, S.; Decker, C.; Riedel, T.; Berchtold, M.
2008. 2008 5th International Conference on Networked Sensing Systems, Kanazawa, Japan, 17-19 June 2008, 251, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/inss.2008.4610845 

Embedded Tutorial - Software for Wireless Networked Embedded Systems
Beutel, J.; Beigl, M.; Dunkels, A.; Langendoen, K.; Beutel, J.
2008. 2008 Design, Automation and Test in Europe, 372, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/date.2008.4484708 

Randomised Collaborative Transmission of Smart Objects
Sigg, S.; Beigl, M.
2008. Ubicomp ’08 workshop: Design and Integration Principles for Smart Objects (DIPSO) 2008), September 21, 2008, Seoul, Korea 

Modelling municipal solid waste generation: A review
Beigl, P.; Lebersorger, S.; Salhofer, S.
2008. Waste management, 28 (1), 200–214. doi:10.1016/j.wasman.2006.12.011 

Relative positioning technology
Beigl, M.; Lukowicz, P.
2008. 2008 12th IEEE International Symposium on Wearable Computers, 127, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/iswc.2008.4911607 

Software for wireless networked embedded systems
Beutel, J.; Beigl, M.; Beigl, M.; Dunkels, A.; Langendoen, K.; Beutel, J.
2008. Design, automation and test in Europe, 2008 : DATE ’08 ; Munich, Germany, 10 - 14 March 2008, 372, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1145/1403375.1403464 

Smart Objects – Auswirkungen massengedruckter Einfachelektronik auf die IT-Infrastrukturen (Smart Objects – Effects of Mass-printed Electronics on IT Infrastructures)
Beigl, M.; Riedel, T.; Decker, C.
2008. Information technology, 50 (3), 175–184. doi:10.1524/itit.2008.0481 

Implicit Middleware
Riedel, T.; Beigl, M.; Berchtold, M.; Decker, C.; Puder, A.
2008. On the Move to Meaningful Internet Systems: OTM 2008 Workshops : OTM Confederated International Workshops and PostersADI, AWeSoMe, COMBEK, EI2N, IWSSA, MONET, OnToContent+QSI, ORM, PerSys, RDDS, SEMELS,and SWWS 2008, Monterrey, Mexico, November 9-14, 2008, Proceedings. Ed.: R. Meersman, 830–840, Springer. doi:10.1007/978-3-540-88875-8_108 

Modelling, Simulation, and Performance Analysis of Business Processes Involving Ubiquitous Systems
Spieß, P.; Nguyen, D. K.; Weber, I.; Markovic, I.; Beigl, M.
2008. Advanced Information Systems Engineering 20th International Conference, CAiSE 2008 Montpellier, France, June 16-20, 2008 Proceedings. Ed.: Z. Bellahsène, 579–582, Springer Berlin Heidelberg. doi:10.1007/978-3-540-69534-9_44 

AwarePen -Classafication Probability and Fuzziness in a Context Aware Application
Berchtold, M.; Riedel, T.; Beigl, M.; Decker, C.
2008. Ubiquitous Intelligence and Computing. Ed.: F. E. Sandnes, 647–661, Springer-Verlag. doi:10.1007/978-3-540-69293-5_51 

Matrix Routing - An interference range insensitive routing protocol for Wireless Sensor Networks
Beuster, M.; Beigl, M.; Röhr, D.; Riedel, T.; Decker, C.; Berchtold, M.
2008. Proceeding SAINT ’08 Proceedings of the 2008 International Symposium on Applications and the Internet, Turku, Finland, July 28 - Aug. 1, 2008, 137–140, IEEE Computer Society. doi:10.1109/SAINT.2008.47 

Collaborative Transmission in Wireless Sensor Networks by a (1 + 1)-EA
Sigg, S.; Beigl, M.
2008. 8th International Workshop on Applications and Services in Wireless Networks, October 9th - 10th, 2008, Kassel, Germany. Ed.: H. Afifi, 37–46, IEEE Computer Society. doi:10.1109/aswn.2008.12 

Cost-Benefit Model for Smart Items in the Supply Chain
Decker, C.; Berchtold, M.; Chaves, L. W. F.; Beigl, M.; Roehr, D.; Riedel, T.; Beuster, M.; Herzog, T.; Herzig, D. M.
2008. The Internet of things - First international conference, IOT 2008, Zurich, Switzerland, March 26 - 28, 2008. Proceedings. Ed.: C. Floerkemeier, 155–172, Springer-Verlag. doi:10.1007/978-3-540-78731-0_10 

Mobile und Verteilte Systeme - Ubiquitous Computing - Teil V - Seminar im WS 2007/08
Riedel, T.; Berchtold, M.; Spieß, P.; Moreira Sa de Souza, L.; Decker, C.
2008. Universität Karlsruhe (TH)  

Decentralized enterprise systems: a multiplatform wireless sensor network approach
Marin-Perianu, M.; Meratnia, N.; Havinga, P.; Sa de Souza, L. M.; Muller, J.; Spiess, P.; Haller, S.; Riedel, T.; Decker, C.; Stromberg, G.
2007. IEEE wireless communications, 14 (6), 57–66. doi:10.1109/MWC.2007.4407228 

Syncob: Collaborative Time Synchronization in Wireless Sensor Networks
Krohn, A.; Beigl, M.; Decker, C.; Riedel, T.
2007. Fourth International Conference on Networked Sensing Systems technical digest : Brainschweig [i.e. Braunschweig], Germany, 6 - 8 June 2007, 283–290, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/inss.2007.4297432 

S2B2: Blackboard for Transparent Data and Control Access in Heterogeneous Sensing Systems
Beigl, M.; Beuster, M.; Rohr, D.; Riedel, T.; Decker, C.; Krohn, A.
2007. 2007 Fourth International Conference on Networked Sensing Systems, 126–129, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/inss.2007.4297405 

Regulation of Electricity Markets with Ubiquitous Computing
Rohr, D.; Beigl, M.; Beuster, M.; Riedel, T.; Decker, C.
2007. 2007 Fourth International Conference on Networked Sensing Systems, Braunschweig, Germany, 6-8 June 2007, 298, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/inss.2007.4297440 

Graphically Geo-Coding of Sensor System Information
Decker, C.; Riedel, T.; Scholl, P.; Krohn, A.; Beigl, M.
2007. 2007 Fourth International Conference on Networked Sensing Systems, Braunschweig, Germany, 6-8 June 2007, 138–141, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/inss.2007.4297408 

Geocoding sensor networks
Decker, C.; Riedel, T.; Berchtold, M.; Scholl, P.; Isomura, M.; Beigl, M.; Rohr, D.; Beuster, M.
2007. 2007 Fourth International Conference on Networked Sensing Systems, Braunschweig, Germany, 6-8 June 2007, 304, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/inss.2007.4297446 

Autoannotated Skating Maps
Riedel, T.; Decker, C.; Berchtold, M.; Krohn, A.; Beigl, M.
2007. 2007 Fourth International Conference on Networked Sensing Systems, Braunschweig, Germany, 6-8 June 2007, 302, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/inss.2007.4297444 

Ubiquitous Computing und dynamische Infrastrukturen
Beigl, M.
2007. IT-Infrastrukturen-Kongreß (2007), Frankfurt am Main, Deutschland, 6.–8. Februar 2007 

Collaboration as a design principle for Ubicomp
Beigl, M.
2007. Vortrag, McGill University, Canada (2007), Montreal, Kanada, 28. Mai 2007 

Removing Systematic Error in Node Localization Using Scalable Data Fusion
Krohn, A.; Hazas, M.; Beigl, M.
2007. Wireless sensor networks : 4th European Conference, EWSN 2007, Delft, The Netherlands, January 29 - 31, 2007: Ed.: K. Langendoen, 341–356, Springer Berlin Heidelberg. doi:10.1007/978-3-540-69830-2_22 

Life Cycle Management of Pervasive Services
Riedel, T.; Decker, C.; Berchtold, M.; Beigl, M.
2007. Advances in Pervasive Computing 2007 : Adjunct Proceedings of the 5th International Conference on Pervasive Computing, 65–58 

Collaborative Business Items
Decker, C.; Riedel, T.; Krohn, A.; Berchtold, M.; Beigl, M.; Sa Souza, L. de; Spiess, P.
2007. Advances in Pervasive Computing 2007 : Adjunct Proceedings of the 5th International Conference on Pervasive Computing, 33–36, Oesterreichische Computer Gesellschaft 

Geo-Coding of Sensors with Logic on the Map
Decker, C.; Riedel, T.; Berchtold, M.; Scholl, P.; Krohn, A.; Beigl, M.; Beuster, M.; Röhr, D.; Isomura, M.
2007. Advances in Pervasive Computing 2007 : Adjunct Proceedings of the 5th International Conference on Pervasive Computing, 29–32, Österreichische Computer Gesellschaft 

A community platform for auto-annotated recreational maps
Riedel, T.; Scholl, P.; Decker, C.; Beigl, M.
2007. Workshop Proceedings - International Workshop on SensorWebs, Databases and Mining in Networked Sensing Systems (SWDMNSS) -Workshop at the 4th International Conference on Networked Sensing Systems (INSS 2007),Braunschweig, Germany, June 6, 2007. Ed.: Y. Shiraishi, 47–53 

Collaborative business items
Decker, C.; Riedel, T.; Beigl, M.; Souza, L. M. S. de; Spiess, P.; Muller, J.; Haller, S.
2007. 2007 3rd IET International Conference on Intelligent Environments, Ulm, Germany, 24-25 Sept. 2007, 40–47, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1049/cp:20070345 

An OO Approach to sensor programming
Riedel, T.; Arnold, A.; Decker, C.
2007. 4th European conference on Wireless Sensor Networks (EWSN 2007), Delft, The Netherlands, January 29-31, 2007 

Lifenet : an ad-hoc sensor network and wearable system to provide firefighters with navigation support
Klann, M.; Riedel, T.; Gellersen, H.; Fischer, C.; Oppenheim, M.; Lukowicz, P.; Pirkl, G.; Kunze, K.; Beuster, M.; Beigl, M.; Visser, O.; Gerling, M.
2007. Adjunct proceedings / UbiComp 2007 : Innsbruck, Austria, September 2007. Hrsg.: J.E. Bardram, 124–127, Deutsches Zentrum für Luft- und Raumfahrt (DLR) 

Using a Context Quality Measure for Improving Smart Appliances
Berchtold, M.; Decker, C.; Riedel, T.; Zimmer, T.; Beigl, M.
2007. 27th International Conference on Distributed Computing Systems Workshops (ICDCSW’07), 52–57, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/icdcsw.2007.87 

Using Auction Based Group Formation for Collaborative Networking in Ubicomp
Decker, C.; Peev, E.; Riedel, T.; Berchtold, M.; Beigl, M.; Roehr, D.; Beuster, M.
2007. Ubiquitous Computing Systems : 4th International Symposium, UCS 2007, Tokyo, Japan, November 25-28, 2007, Proceedings. Ed.: H. Ichikawa, 134–149, Springer. doi:10.1007/978-3-540-76772-5_11 

Architecture for Collaborative Business Items
Riedel, T.; Decker, C.; Scholl, P.; Krohn, A.; Beigl, M.
2007. Architecture of Computing Systems - ARCS 2007 : 20th International Conference, Zurich, Switzerland, March 12-15, 2007, Proceedings. Ed.: P. Lukowicz, 142–156, Springer. doi:10.1007/978-3-540-71270-1_11 

Mobile und Verteilte Systeme - Ubiquitous Computing - Teil IV - Seminar im WS 2006/07
Riedel, T.; Decker, C.; Spieß, P.; Moreira Sa de Souza, L.
2007. Universität Karlsruhe (TH)  

A survey on fault tolerance in wireless sensor networks
Moreira Sá de Souza, L.; Vogt, H.; Beigl, M.
2007. Universität Karlsruhe (TH). doi:10.5445/IR/1000007250  

Adaptation of On-line Scheduling Strategies for Sensor Network Platforms
Decker, C.; Riedel, T.; Peev, E.; Beigl, M.
2006. 2006 IEEE International Conference on Mobile Ad Hoc and Sensor Systems, Vancouver, BC, Canada, 9-12 Oct. 2006, 534–537, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/mobhoc.2006.278603 

A file system for system programming in ubiquitous computing
Decker, C.; Riedel, T.; Beigl, M.; Krohn, A.
2006. Personal and ubiquitous computing, 11 (1), 21–31. doi:10.1007/s00779-005-0060-5 

Coupling Enterprise Systems with Wireless Sensor Nodes: Analysis, Implementation, Experiences and Guidelines
Decker, C.; Spiess, P.; Moreira sa de Souza, L.; Beigl, M.; Nochta, Z.
2006. Pervasive 2006 : workshop proceedings ; Dublin, Ireland, May 2006. Ed.: T. Strang, 393–400 

Sensor Networks using Particle Computers
Beigl, M.
2006. MIT MediaLab (2006), Cambridge, MA, USA, 23. Juni 2006 

Ubiquitous Computing – Informatik eingebettet in die Welt von Morgen
Beigl, M.
2006. Informatikrevolution zwischen Alltag und Zukunft. Symposium (2006), Karlsruhe, Deutschland, 16.–17. November 2006 

A File System for Resource Abstraction in Ubicomp
Riedel, T.; Decker, C.; Krohn, A.; Beigl, M.; Zimmer, T.
2006. Advances in Pervasive Computing 2006 : Adjunct Proceedings of the 4th International Conference on Pervasive Computing, 61–64, Oesterreichische Computer Gesellschaft 

The Implementation of Non-Coherent Cooperative Transmission for Wireless Sensor Networks
Krohn, A.; Zimmer, T.; Beigl, M.; Decker, C.; Riedel, T.
2006. Advances in Pervasive Computing 2006 : Adjunct Proceedings of the 4th International Conference on Pervasive Computing, 135–138, Oesterreichische Computer Gesellschaft 

AwareOffice: Integrating Modular Context-Aware Applications
Zimmer, T.; Beigl, M.
2006. 26th IEEE International Conference on Distributed Computing Systems Workshops (ICDCSW’06), Lisboa, Portugal, Portugal, 4-7 July 2006, 59, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/icdcsw.2006.25 

SDJS: The Duck Hunter Problem in Wireless Sensor Networks
Krohn, A.; Zimmer, T.; Beigl, M.; Decker, C.; Riedel, T.
2006. Advances in Pervasive Computing 2006 : Adjunct Proceedings of the 4th International Conference on Pervasive Computing, 17–20, Oesterreichische Computer Gesellschaft 

Sharing sensor networks
Isomura, M.; Riedel, T.; Decker, C.; Beigl, M.; Horiuchi, H.
2006. 26th IEEE International Conference on Distributed Computing Systems Workshops (ICDCSW’06), Lisboa, Portugal, 4-7 July 2006, 61, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICDCSW.2006.98 

Increasing connectivity in wireless sensor network using cooperative transmission
Krohn, A.; Beigl, M.; Decker, C.; Riedel, T.; Zimmer, T.; Garces, D.
2006. 3rd International Conference on Networked Sensing Systems (INSS), Rosemont, Illinois, USA, May 31 - June 2, 2006 

The uPart Experience: Building a wireless sensor network
Beigl, M.; Krohn, A.; Riedel, T.; Zimmer, T.; Decker, C.; Isomura, M.
2006. Proceedings of the fifth international conference on Information processing in sensor networks - IPSN ’06, 366–373, Association for Computing Machinery (ACM). doi:10.1145/1127777.1127832 

The uPart experience: building a wireless sensor network
Beigl, M.; Krohn, A.; Riedel, T.; Zimmer, T.; Decker, C.; Isomura, M.
2006. IPSN 2006 : the Fifth International Symposium on Information Processing in Sensor Networks ; April 19 - 21, 2006, Nashville, Tennessee, USA, 366–373, Association for Computing Machinery (ACM). doi:10.1109/ipsn.2006.243849 

Buffer Feedback Scheduling: Runtime Adaptation of Ubicomp Applications
Decker, C.; Beigl, M.; Riedel, T.; Krohn, A.; Zimmer, T.
2006. Ubiquitous Computing Systems : Third International Symposium, UCS 2006, Seoul, Korea, October 11-13, 2006, Proceedings. Ed.: H.Y. Youn, 254–269, Springer. doi:10.1007/11890348_20 

Mobile und verteilte Systeme. Ubiquitous Computing. Teil III. Seminar WS 2005/06
Zimmer, T.; Krohn, A.; Decker, C.; Riedel, T.
2006. (M. Beigl, Hrsg.), Universität Karlsruhe (TH)  

The Particle Computer System
Decker, C.; Krohn, A.; Beigl, M.; Zimmer, T.
2005. IPSN ’05: Proceedings of the 4th international symposium on Information processing in sensor networks - IPSN/SPOTS05: The Fourth International Conference on Information Processing in Sensor Networks Los Angeles California April 24 - 27, 2005. Ed.: M. Vetterli, 443–448, Institute of Electrical and Electronics Engineers (IEEE) 

uParts: Low cost sensor networks at scale
Beigl, M.; Decker, C.; Krohn, A.; Riedel, T.; Zimmer, T.
2005. 7th International Conference on Ubiquitous Computing (UbiComp 2005), Tokio, Japan, 11.–14. September 2005 

UbiComp 2005: ubiquitous computing : 7th international conference, UbiComp 2005, Tokyo, Japan, September 11-14, 2005 ; proceedings
Beigl, M.; Intille, S.; Rekimoto, J.; Tokuda, H. (Hrsg.)
2005. Springer Berlin Heidelberg 

Der Computer im 21. Jahrhundert - Die Informatisierung des Alltags
Beigl, M.; Timmermann, D.
2005. Vortrag an der ETH (2005), Zürich, Schweiz, 21.–22. März 2005 

Kollaboration von Gütern mittels smarter Sensorknoten
Beigl, M.
2005. AIK Organic Computing Symposium (2005), Karlsruhe, Deutschland, 28. Oktober 2005 

Using Fine-Grained Infrared Positioning to Support the Surface-Based Activities of Mobile Users
Krohn, A.; Beigl, M.; Hazas, M.; Gellersen, H.-W.
2005. 25th IEEE International Conference on Distributed Computing Systems Workshops, Columbus, OH, USA, 6-10 June 2005, 463–468, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICDCSW.2005.139 

Systems Aspects in Organic and Pervasive Computing
Beigl, M.; Lukowicz, P. (Hrsg.)
2005. Springer 

TOMAC - Real-Time Message Ordering in Wireless Sensor Networks Using the MAC Layer
Krohn, A.; Beigl, M.; Decker, C.; Zimmer, T.
2005. Proceedings of INSS 2005 : Second International Workshop on Networked Sensing Systems 2005 ; June 27 - 28, 2005, Transducer Research Foundation 

Generic Communication Structure to Integrate Widely Distributed Wireless Sensor Nodes by P2P Technology
Isomura, M.; Decker, C.; Beigl, M.
2005. 7th International Conference on Ubiquitous Computing (UbiComp 2005), Tokio, Japan, 11.–14. September 2005 

Ubiquitous Computing
Beigl, M.
2005. Disappearing Architecture From Real to Virtual to Quantum . Ed.: G. Flachbart, 52–60, De Gruyter. doi:10.1007/3-7643-7674-0_6 

A File System for System Programming in Ubiquitous Computing
Decker, C.; Beigl, M.; Krohn, A.
2005. Systems Aspects in Organic and Pervasive Computing - ARCS 2005. Ed.: M. Beigl, 249–264, Springer-Verlag. doi:10.1007/978-3-540-31967-2_18 

Inexpensive and Automatic Calibration for Acceleration Sensors
Krohn, A.; Beigl, M.; Decker, C.; Kochendörfer, U.; Robinson, P.; Zimmer, T.
2005. Ubiquitous Computing Systems – Second International Symposium, UCS 2004, Tokyo, Japan, November 8-9, 2004, Revised Selected Papers. Ed.: H. Murakami, 245–258, Springer Berlin Heidelberg. doi:10.1007/11526858_19 

Collaborative Sensing in a Retail Store Using Synchronous Distributed Jam Signalling
Krohn, A.; Zimmer, T.; Beigl, M.; Decker, C.
2005. Pervasive computing : third international conference, PERVASIVE 2005, Munich, Germany, May 8 - 13, 2005 ; proceedings. Ed.: H. W. Gellersen, 237–254, Springer Berlin Heidelberg 

uparts: Low cost sensor networks at scale
Beigl, M.; Decker, C.; Krohn, A.; Riedel, T.; Zimmer, T.
2005. Ubicomp 2005 Adjunct Proceedings 

Mobile und verteilte Systeme. Ubiquitous computing. Teil II
Zimmer, T.; Krohn, A.; Decker, C.; Robinson, P.; Beigl, M.
2005. Universität Karlsruhe (TH) 

Comparison of ecological effects and costs of communal waste management systems
Beigl, P.; Salhofer, S.
2004. Resources, conservation and recycling, 41 (2), 83–102. doi:10.1016/j.resconrec.2003.08.007 

Einsatzmöglichkeiten ubiquitärer Informationstechnologien in kontextsensitiven Umgebungen
Beigl, M.
2004. 52. Ubicomp Technologie.Workshop Zukunft der Arbeit - ISI/FhG (2004), Karlsruhe, Deutschland, 31. Juli 2004 

Ubiquitous Computing
Beigl, M.
2004. Hide Tokuda Laboratory. Keio University (2004), Keio, 6. Mai 2004 

Tiny Embedded Wireless Context Devices
Beigl, M.
2004. Ringvorlesung Ubiquitous Computing / Ringvorlesung Computer Science (2004), Stuttgart, Deutschland, 31. Juli 2004. doi:2004 

Einsatzmöglichkeiten ubiquitärer Informationstechnologien in kontextsensitiven Um-gebungen
Beigl, M.
2004. 52. Ubicomp Technologie.Workshop Zukunft der Arbeit - ISI/FhG (2004), Karlsruhe, Deutschland, 31. Juli 2004 

Technical Aspects in Context-dependent Communication
Beigl, M.
2004. Conference on Context-Aware Computing (2004), Kopenhagen, Dänemark, 30. November 2004 

Kontextsensitive vernetzte eingebettet Computersysteme in Ubiquitous Computing
Beigl, M.
2004. Absolventenfeier des Insituts für Informatik (2004), Augsburg, Deutschland, 27. Januar 2004 

Creating Ad-Hoc Pervasive Computing Environments
Beigl, M.; Zimmer, T.; Krohn, A.; Decker, C.; Robinson, P.
2004. Advances in pervasive computing : a collection of contributions presented an PERVASIVE 2004 ; [18. - 23. April 2004 in Linz und Wien]. Ed.: A. Ferscha, 377–380, Österreichische Computer Gesellschaft 

Enhancing Tabletop Games with Relative Positioning Technology
Krohn, A.; Zimmer, T.; Beigl, M.
2004. Proceedings of the Workshop on Gaming Applications in Pervasive Computing Environments at the 2nd International Conference on Pervasive Computing (Pervasive), 2004 

Building intelligent environments with Smart-Its
Holmquist, L. E.; Gellersen, H. W.; Kortuem, G.; Antifakos, S.; Michahelles, F.; Schiele, B.; Beigl, M.; Maze, R.
2004. IEEE computer graphics and applications, 24 (1), 56–64. doi:10.1109/mcg.2004.1255810 

eSeal – A System for Enhanced Electronic Assertion of Authenticity and Integrity
Decker, C.; Beigl, M.; Krohn, A.; Robinson, P.; Kubach, U.
2004. Pervasive Computing. Ed.: A. Ferscha, 254–268, Springer-Verlag. doi:10.1007/978-3-540-24646-6_19 

DigiClip: activating physical documents
Decker, C.; Beigl, M.; Eames, A.; Kubach, U.
2004. 24th International Conference on Distributed Computing Systems Workshops, 2004. Proceedings. Ed.: N.-F. Tzeng, 388–393, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/icdcsw.2004.1284059 

Mobile und verteilte Systeme, Ubiquitous Computing. T.1
Zimmer, T.; Krohn, A.; Decker, C.; Robinson, P.; Beigl, M. (Hrsg.)
2004. Universität Karlsruhe (TH) 

ConCom - a language and protocol for communication of context
Krohn, A.; Beigl, M.; Decker, C.; Robinson, P.; Zimmer, T.
2004. Universität Karlsruhe (TH)  

Towards Distributed Awareness - An Artifact based Approach
Michahelles, F.; Antifakos, S.; Schmidt, A.; Schiele, B.; Beigl, M.
2004. Proceedings. 6th IEEE Workshop on Mobile Computing Systems and Applications, WMCSA 2004. 2 - 3 December 2004, Windermere, Cumbria, United Kingdom, 82–91, IEEE Computer Society. doi:10.1109/MCSA.2004.27 

SDJS: Efficient Statistics in Wireless Networks
Beigl, M.; Krohn, A.; Wendhack, S.
2004. Proceedings of the 12th IEEE International Conference on Network Protocols. ICNP 2004; 5 - 8 October 2004, Berlin, Germany, 262–270, IEEE Computer Society 

Typical Sensors needed in Ubiquitous and Pervasive Computing
Beigl, M.; Krohn, A.; Zimmer, T.; Decker, C.
2004. Proceedings of the INSS 2004, 04 PR0001, Tokyo, Japan, 22.-23.06.2004, 153–158, Society of Instrument and Control Engineers (SICE) 

Physical prototyping with smart-Its
Gellersen, H.-W.; Kortuem, G.; Beigl., M.; Schmidt, A.
2004. IEEE pervasive computing, 04 (1536-1268), 10–18. doi:10.1109/MPRV.2004.1321032 

Guest editors’ introduction - Handheld computing
Myers, B. A.; Beigl, M.
2003. Computer, 36 (9), 27–29. doi:10.1109/mc.2003.1231191 

Selected papers of the ARCS02 conference: an introduction
Beigl, M.; Gellersen, H.-W.; Ungerer, T.; Wolf, L.
2003. Personal and ubiquitous computing, 7 (2), Article: 81. doi:10.1007/s00779-003-0236-9 

Ubiquitous Computing: Computation Embedded in the World
Beigl, M.
2003. IT works or IT Networks Conference (2003), Bratislava, Slowakei, 22. September 2003 

Kontextbasierte Kommunikation und Mensch-Maschine Interaktion in Ubicomp
Beigl, M.
2003. Vortrag Universität Braunschweig (2003), Braunschweig, Deutschland, 28. April 2003 

Context in Ubicomp
Beigl, M.
2003. Vortrag Stanford University (2003), Stanford, CA, USA, 25. Juli 2003 

Revealing the Retail Black Box by Interaction Sensing
Decker, C.; Kubach, U.; Beigl, M.
2003. 23rd International Conference on Distributed Computing Systems Workshops, Providence, RI, USA, 19-22 May 2003, 328–333, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICDCSW.2003.1203575 

Smart-Its: An Embedded Platform for Smart Objects
Beigl, M.; Gellersen, H.
2003. Smart objects conference 2003 : sOc 2003 : proceedings : May 2003, 15-17, Grenoble, France 

Resource Management for Particle-Computers
Zimmer, T.; Binder, F.; Beigl, M.; Decker, C.; Krohn, A.
2003. Ubicomp. The international Conference on Ubiquious Computing (2003), Seattle, WA, USA, 12.–15. Oktober 2003 

A Peer-To-Peer Approach for Resolving RFIDs
Decker, C.; Leuchtner, M.; Beigl, M.
2003. Ubicomp. The international Conference on Ubiquious Computing (2003), Seattle, WA, USA, 12.–15. Oktober 2003 

Context Nuggets: A Smart-Its Game
Beigl, M.; Krohn, A.; Decker, C.; Robinson, P.; Zimmer, T.; Gellersen, H.; Schmidt, A.
2003. Ubicomp. The international Conference on Ubiquious Computing (2003), Seattle, WA, USA, 12.–15. Oktober 2003 

Trust Context Spaces: An Infrastructure for Pervasive Security in Context-Aware Environments
Robinson, P.; Beigl, M.
2003. Security in Pervasive Computing : First International Conference, Boppard, Germany, March 12-14, 2003. Revised Papers. Ed.: J. v. Leeuwen, 157–172, Springer-Verlag. doi:10.1007/978-3-540-39881-3_15 

AwareCon: Situation Aware Context Communication
Beigl, M.; Krohn, A.; Zimmer, T.; Decker, C.; Robinson, P.
2003. UbiComp 2003: Ubiquitous Computing. Ed.: A. Dey, 132–139, Springer-Verlag. doi:10.1007/978-3-540-39653-6_10 

Mobile Ad Hoc Communication Issues in Ubiquitous Computing – The Smart-Its Experimentation Platforms
Schmidt, A.; Siegemund, F.; Beigl, M.; Antifakos, S.; Michahelles, F.; Gellersen, H.-W.
2003. Personal Wireless Communications. Ed.: M. Conti, 213–218, Springer-Verlag. doi:10.1007/978-3-540-39867-7_23 

Adjunct workshop proceedings. 3rd International Workshop on Smart Appliances and Wearable Computing
Beigl, M. (Hrsg.)
2003. Karlsruhe 2003. (Interner Bericht. Fakultät für Informatik, Universität Karlsruhe. 2003,8.) 

Smart-Its - communication and sensing technology for UbiComp environments
Beigl, M.; Zimmer, T.; Krohn, A.; Decker, C.; Robinson, P.
2003  

A Location Model for Communicating and Processing of Context
Beigl, M.; Zimmer, T.; Decker, C.
2002. Personal and ubiquitous computing, 6 (5-6), 341–357. doi:10.1007/s007790200039 

Multi-sensor context-awareness in mobile devices and smart artifacts
Gellersen, H.-W.; Schmidt, A.; Beigl, M.
2002. Mobile networks and applications, 7 (5), 341–351 

Sensoren- und Aktorennetze
Beigl, M.
2002. Summer School Mobile Computing (KUVS 2002), Dagstuhl, Deutschland, 16.–19. Juni 2002 

Ubiquitous Computing
Beigl, M.
2002. Invited talk at the Wissenschaftliche Hochschule für Unternehmensführung (WHU) (2002), Vallendar, Deutschland, 16. April 2002 

Generierung und Nutzung von Kontexten mit Smart-Its
Beigl, M.
2002. Vortrag an der Universität des Saarlandes (2002), Saarbrücken, Deutschland, 18. November 2002 

Data Paths in Wearable Communication Networks
Decker, C.; Beigl, M.
2002. Trends in Network and Pervasive Computing — ARCS 2002. Ed.: H. Schmeck, 114–130, Springer-Verlag. doi:10.1007/3-540-45997-9_10 

Teaching a practical Ubicomp course with Smart-Its
Beigl, M.; Robinson, P.; Zimmer, T.; Decker, C.
2002. UBICOMP 2002. Adjunct Proceedings. Fourth International Conference on Ubiquitous Computing, September 29 - October 1, 2002, Göteborg, Sweden. Ed.: P. Ljungstrand, 43–44 

Proceedings of the Workshop on Location Modeling for Ubiquitous Computing, Atlanta, GA, USA, 30.09.2001
Beigl, M. (Hrsg.)
2002. London 2002. (Personal and ubiquitous computing. Vol. 6, H. 5/6.) 

Standard-Hard- und -Software für den Aufbau von Ubiquitous Computing Szenarien
Beigl, M.
2002. HMD, 39 (229), 90–111 

Smart-Its Friends: a technique for users to easily establish connections between smart artefacts
Holmquist, L. E.; Mattern, F.; Schiele, B.; Alahuhta, P.; Beigl, M.; Gellersen, H.-W.
2002. Ubicomp 2001: Ubiquitous Computing. International Conference Atlanta, Georgia, USA, September 30 - October 2, 2001 Proceedings. Ed.: Ed.: G.D. Abowd, 116–122, Springer Berlin Heidelberg. doi:10.1007/3-540-45427-6 

Mediacups: experience with design and use of computer-augmented everyday artefacts
Beigl, M.; Gellersen, H.-W.; Schmidt, A.
2001. Computer networks, 35 (4), 401–409. doi:10.1016/S1389-1286(00)00180-8 

Mediacups: experience with design and use of computer-augmented everyday artefacts
Beigl, M.; Gellersen, H.-W.; Schmidt, A.
2001. Computer networks, 35 (4), 401–409. doi:10.1016/s1389-1286(00)00180-8 

Digital Artefacts
Beigl, M.
2001. Symposium on "Computer Graphics - Enabling Technology for the Information Society" (2001), Darmstadt, Deutschland, 28. Mai 2001 

Experiences with Ubiquitous Computing Environments
Beigl, M.
2001. 7th Annual Conference of the Advanced School for Computing and Imaging (2001), MC Heijen, Niederlande, 30. Mai–1. Juni 2001 

Kommunikation in Interaktiven Räumen
Beigl, M.
2001. Invited talk at the University of Freiburg (2001), Freiburg im Breisgau, Deutschland, 12. November 2001 

Mensch-Computer-Interaktion in allgegenwärtigen Informationssystemen
Beigl, M.; Gellersen, H.-W.; Streitz, N.
2001. Mensch & Computer 2001. Ed.: H. Oberquelle, 401–402, Vieweg+Teubner Verlag. doi:10.1007/978-3-322-80108-1_48 

Entwicklung von WAP-Anwendungen
Schmidt, A.; Gellersen, H.-W.; Beigl, M.; Frick, O.
2001. Kommunikation in Verteilten Systemen (KiVS) : 12. Fachkonferenz der Gesellschaft für Informatik (GI) Fachgruppe „Kommunikation und Verteilte Systeme“ (KuVS) unter Beteiligung des VDE/ITG Hamburg, 20.-23. Februar 2001. Hrsg.: U. Killat, 81–90, Springer Berlin Heidelberg. doi:10.1007/978-3-642-56675-2_7 

Kommunikation in interaktiven Räumen. Dissertation
Beigl, M.
2001. Aachen 2001. (Berichte aus der Informatik.) Fak. f. Informatik, Diss. v. 25.10.2000., Shaker Verlag 

MemoClip: A location-based remembrance appliance
Beigl, M.
2000. Personal and ubiquitous computing, 4 (4), 230–233. doi:10.1007/bf02391564 

MemoClip: A Location-Based Remembrance Appliance
Beigl, M.
2000. Personal and ubiquitous computing, 4 (4), 230–233. doi:10.1007/s007790070009 

Ambient Telepresence: Colleague Awareness in Smart Environments
Gellersen, H.-W.; Beigl, M.
2000. Managing interactions in smart environments : 1st International Workshop on Managing Interactions in Smart Environments (MANSE ’99), Dublin, December 1999. Ed.: P. Nixon, 80–88, Springer, London. doi:10.1007/978-1-4471-0743-9_8 

Spatially Aware Local Communication in the RAUM System
Hupfeld, F.; Beigl, M.
2000. Interactive Distributed Multimedia Systems and Telecommunication Services : 7th International Workshop, IDMS 2000 Enschede, The Netherlands, October 17–20, 2000 Proceedings. Ed.: G. Goos, 285–296, Springer Berlin Heidelberg. doi:10.1007/3-540-40002-8_27 

WAP: designing for small user interfaces
Schmidt, A.; Gellersen, H.-W.; Beigl, M.; Thate, O.
2000. In: Extended abstracts. ACM CHI 2000, Conference on Human Factors in Computing Systems, Den Haag, The Netherlands 2000. S. 374 

Unterstützung von CSCW Anwendungen durch interaktive Räume
Beigl, M.
2000. D-CSCW: German Conference on Computer Supported Cooperative Work - D-CSCW 2000 - Verteiltes Arbeiten - Arbeit der Zukunft, September 11-13, 2000, Munich, Germany, 31–34 

The RAUM-system
Beigl, M.
2000. Karlsruhe 2000. (Interner Bericht. Fakultät für Informatik, Universität Karlsruhe. 2000,21.) 

Sensor-based context-awareness for situated computing
Gellersen, H.-W.; Beigl, M.; Schmidt, A.
2000. Proceedings of the Workshop on Software Engineering for Wearable and Pervasive Computing, Limerick, Ireland 2000, 77–83 

Memoclip: a location based remembrance appliance
Beigl, M.
2000. Personal technologies 4 (2000) H. 4 S. 230-234 

Developing user interfaces for wearable computers: don’t stop to point and click
Schmidt, A.; Gellersen, H.-W.; Beigl, M.; Thate, O.
2000. IMC: Intelligent Interactive Assistance and Mobile Multimedia Computing 2000 (IMC 2000), Nov. 9, 2000 - Nov. 10, 2000, Rostock-Warnemünde, Germany, 142–146 

Adding some smartness to devices and everyday things
Gellersen, H.-W.; Schmidt, A.; Beigl, M.
2000. Proceedings Third IEEE Workshop on Mobile Computing Systems and Applications, Los Alamitos, CA, USA, 7-8 Dec. 2000, 54–59, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/MCSA.2000.895376 

Ambient media for peripheral information display
Gellersen, H.-W.; Schmidt, A.; Beigl, M.
1999. Personal and ubiquitous computing, 3 (4), 199–208. doi:10.1007/bf01540553 

There is more to context than location
Schmidt, A.; Beigl, M.; Gellersen, H.-W.
1999. Computers & graphics, 23 (6), 893–901. doi:10.1016/s0097-8493(99)00120-x 

Human-Computer Interaction : Communications, Cooperation and Application Design
Beigl, M.
1999. Human-computer interaction : proceedings of HCI International ’99 (the 8th International Conference on Human-Computer Interaction), Munich, Germany, August 22 - 26, 1999. Vol. 2: Communication, cooperation, and application design. Ed.: H.-J. Bullinger, 246–250, Erlbaum 

Point & Click-Interaction in Smart Environments
Beigl, M.
1999. Handheld and Ubiquitous Computing : First International Symposium, HUC’99 Karlsruhe, Germany, September 27–29, 1999 Proceedings. Ed.: H.-W. Gellersen, 311–313, Springer Berlin Heidelberg. doi:10.1007/3-540-48157-5_31 

Using Spatial Co-location for Coordination in Ubiquitous Computing Environments
Beigl, M.
1999. Handheld and Ubiquitous Computing : First International Symposium, HUC’99 Karlsruhe, Germany, September 27–29, 1999 Proceedings. Ed.: H.-W. Gellersen, 259–273, Springer Berlin Heidelberg. doi:10.1007/3-540-48157-5_24 

Web Content Delivery to Heterogeneous Mobile Platforms
Gaedke, M.; Beigl, M.; Gellersen, H.-W.; Segor, C.
1999. Advances in Database Technologies. Ed.: Y. Kambayashi, 205–217, Springer-Verlag. doi:10.1007/978-3-540-49121-7_18 

The MediaCup: Awareness Technology Embedded in an Everyday Object
Gellersen, H.-W.; Beigl, M.; Krull, H.
1999. Handheld and Ubiquitous Computing. Ed.: H.-W. Gellersen, 308–310, Springer-Verlag. doi:10.1007/3-540-48157-5_30 

Environment-mediated mobile computing
Gellersen, H.-W.; Beigl, M.; Schmidt, A.
1999. Applied computing 1999 : proceedings of the 1999 ACM Symposium on Applied Computing ; San Antonio Menger Hotel, San Antonio, Texas, February 28 - March 2, 1999. Ed.: J. Carroll, 416–418, Association for Computing Machinery (ACM). doi:10.1145/298151.298404 

Matching Information and Ambient Media
Schmidt, A.; Gellersen, H.-W.; Beigl, M.
1999. Cooperative buildings : integrating information, organizations and architecture ; second international workshop ; proceedings / CoBuild ’99, Pittsburgh, USA, October 1 - 2 1999. Ed. N. A. Streitz, 140–149, Springer Berlin Heidelberg. doi:10.1007/10705432_13 

Sensor-based adaptive mobile user interfaces
Schmidt, A.; Beigl, M.; Gellersen, H.-W.
1999. 8th International Conference on Human-Computer Interaction, München 1999, 143–149 

Electronic manual
Beigl, M.
1999. In: 8th International Conference on Human-Computer Interaction, München 1999. S. 211-216 

Ambient telepresence
Beigl, M.; Gellersen, H.-W.
1999. Proceedings of the Workshop on Changing Places, London 1999, 60–65 

A wearable context-awareness component - finally a good reason to wear a tie
Schmidt, A.; Gellersen, H.-W.; Beigl, M.
1999. Wearable Computers: 3rd International Symposium, Digest of Papers, October 18-19, 1999, San Francisco, California, 176–177, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ISWC.1999.806716 

Web Content Delivery to Heterogeneous Mobile Platforms
Gaedke, M.; Beigl, M.; Gellersen, H.-W.; Segor, C.
1999. Advances in database technologies : ER ’98 Workshops on Data Warehousing and Data Mining, Mobile Data Access, and Collaborative Work Support and Spatio Temporal Data Management, Singapore, November 19 - 20, 1998 ; proceedings. Ed.: Y. Kanbayashi, 205–217, Springer Berlin Heidelberg. doi:10.1007/b71656 

There is more to context than location
Schmidt, A.; Beigl, M.; Gellersen, H.-W.
1999. Interactive applications of mobile computing : [proceedings of the workshop IMC’98 in Rostock, Germany, November 24-25, 1998]. Ed.: T. Kirste, 9–14 

New Challenges of Ubiquitous Computing and Augmented Reality
Schmidt, A.; Beigl, M.
1998. 5th CaberNet Radicals Workshop, 5-8 July 1998, Valadares, NR. Porto, Portugal 

The UbiCompBrowser
Beigl, M.; Schmidt, A.; Lauff, M.; Gellersen, H.-W.
1998. 4th ERCIM WORKSHOP "User Interfaces For All" (UI4ALL), Stockholm, Sweden 19-21 October 1998. Ed.: C. Stephanidis 

A concept to move ubiquitous computing from the socialistic ideas into the real world of existing capitalism
Beigl, M.; Schmidt, A.; Gellersen, H.-W.; Lauff, M.
1998. In: Proceedings of International Workshop on Networked Appliances, IWNA98, Kyoto, Japan 1998. Ed.: IEEE. S. 5-4 - 5-5 

Handheld CSCW
Schmidt, A.; Lauff, M.; Beigl, M.
1998. Preprints. Handheld CSCW Workshop, Seattle, WA, 14.11.1998, 21–26 

Assistant for an Information Database
Früchtl, M.; Kreuziger, J.; Beigl, M.
1997. CIKM ’97: Proceedings of the sixth international conference on Information and knowledge management. Ed.: F. Golshani, 230–237, Association for Computing Machinery (ACM). doi:10.1145/266714.266903 

System Support for Mobile Computing
Rudisch, R.; Bialek, B.; Beigl, M.
1996. Information visualization and mobile computing : Workshop IMC ’96 Rostock, February 26 - 27, 1996. Ed.: H. Schumann 

System Support for Mobile Computing
Rudisch, R.; Beigl, M.
1996. Computers & graphics, 20 (5), 619–625. doi:10.1016/S0097-8493(96)00033-7 

A mobile system integration architecture
Beigl, M.; Rudisch, R.; Bialek, B.
1996. Karlsruhe 1995. (Interner Bericht. Fakultät für Informatik, Universität Karlsruhe. 1995,53.)  

Transparent extention of existing applications for mobile computing
Beigl, M.; Rudisch, R.
1996. Karlsruhe 1995. (Interner Bericht. Fakultät für Informatik, Universität Karlsruhe. 1995,52.)