Dr. Antonios Karatzoglou

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 

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 

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 

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 

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 

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 

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 

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 

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 

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  

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 

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), Szczecin, Poland, November 8–10, 2017. doi:10.13140/RG.2.2.15120.51209 

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 

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 

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 

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. (Eds.)
2017. Karlsruher Institut für Technologie (KIT)  

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. (Eds.)
2016. Karlsruher Institut für Technologie (KIT)  

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