| A Seq2Seq learning approach for modeling semantic trajectories and predicting the next location A Karatzoglou, A Jablonski, M Beigl Proceedings of the 26th acm sigspatial international conference on advances …, 2018 | 38 | 2018 |
| A convolutional neural network approach for modeling semantic trajectories and predicting future locations A Karatzoglou, N Schnell, M Beigl International Conference on Artificial Neural Networks, 61-72, 2018 | 27 | 2018 |
| Matrix factorization on semantic trajectories for predicting future semantic locations A Karatzoglou, SC Lamp, M Beigl 2017 IEEE 13th international conference on wireless and mobile computing …, 2017 | 16 | 2017 |
| Semantic-enhanced multi-dimensional Markov chains on semantic trajectories for predicting future locations A Karatzoglou, D Köhler, M Beigl Sensors 18 (10), 3582, 2018 | 13 | 2018 |
| Applying artificial neural networks on two-layer semantic trajectories for predicting the next semantic location A Karatzoglou, H Sentürk, A Jablonski, M Beigl International Conference on Artificial Neural Networks, 233-241, 2017 | 13 | 2017 |
| Using a Knowledge Graph of Scenes to Enable Search of Autonomous Driving Data. C Henson, S Schmid, AT Tran, A Karatzoglou, MC Suárez-Figueroa, ... ISWC (Satellites), 313-314, 2019 | 12 | 2019 |
| Purpose-of-visit-driven semantic similarity analysis on semantic trajectories for enhancing the future location prediction A Karatzoglou, D Koehler, M Beigl 2018 IEEE international conference on pervasive computing and communications …, 2018 | 11 | 2018 |
| Applying depthwise separable and multi-channel convolutional neural networks of varied kernel size on semantic trajectories A Karatzoglou, N Schnell, M Beigl Neural Computing and Applications 32 (11), 6685-6698, 2020 | 4 | 2020 |
| Multi-channel Convolutional Neural Networks for Handling Multi-dimensional Semantic Trajectories and Predicting Future Semantic Locations A Karatzoglou International Workshop on Multiple-Aspect Analysis of Semantic Trajectories …, 2019 | 4 | 2019 |
| Evolutionary optimization on artificial neural networks for predicting the user’s future semantic location A Karatzoglou International Conference on Engineering Applications of Neural Networks, 379-390, 2019 | 4 | 2019 |
| Sentient destination prediction A Karatzoglou, J Ebbing, P Ostheimer, W Hua, M Beigl User Modeling and User-Adapted Interaction 30 (3), 331-363, 2020 | 3 | 2020 |
| Semantic-enhanced learning (SEL) on artificial neural networks using the example of semantic location prediction A Karatzoglou, M Beigl Proceedings of the 27th ACM SIGSPATIAL international conference on advances …, 2019 | 3 | 2019 |
| Enhancing the Affective Sensitivity of Location Based Services Using Situation-Person-Dependent Semantic Similarity A Karatzoglou, M Beigl The Eleventh International Conference on Mobile Ubiquitous Computing …, 2017 | 3 | 2017 |
| Comfort-efficiency-equilibrium: A proactive, at room level individualized climate control system for smart buildings A Karatzoglou, J Janßen, V Srikanthan, Y Ding, M Beigl 6th International Conference on Smart Cities and Green ICT Systems …, 2017 | 3 | 2017 |
| Semantic trajectories and predicting future semantic locations A Karatzoglou Karlsruhe Institute of Technology, Germany, 2019 | 2 | 2019 |
| Towards an affective semantic trajectory generator (ASTG) A Karatzoglou, M Szarvas, M Beigl 2018 14th International Conference on Wireless and Mobile Computing …, 2018 | 2 | 2018 |
| A Predictive Comfort- and Energy-aware MPC-driven Approach based on a Dynamic PMV Subjectification towards Personalization in an Indoor Climate Control Scenario A Karatzoglou, J Janßen, V Srikanthan, C Urbaczek, M Beigl 7th International Conference on Smart Cities and Green ICT Systems 1, 89-100, 2018 | 2 | 2018 |
| Applying Situation-Person-Driven Semantic Similarity On Location-Specific Cognitive Frames For Improving Location Prediction A Karatzoglou, M Beigl 8th International Conference on Knowledge Engineering and Semantic Web (KESW …, 2017 | 2 | 2017 |
| Applying topographic features for identifying speed patterns using the example of critical driving A Karatzoglou Proceedings of the 13th ACM SIGSPATIAL International Workshop on …, 2020 | 1 | 2020 |
| A prototype of an in-situ radio sensing and visualization device A Karatzoglou, M Scholz, T Riedel, M Beigl 2012 Ninth International Conference on Networked Sensing (INSS), 1-2, 2012 | 1 | 2012 |
