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Antonios (Tony) Karatzoglou
Antonios (Tony) Karatzoglou
Big Data & A.I. Applied Scientist at Microsoft, Maps & Geospatial Services
Verified email at microsoft.com - Homepage
Title
Cited by
Cited by
Year
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
662018
A convolutional neural network approach for modeling semantic trajectories and predicting future locations
A Karatzoglou, N Schnell, M Beigl
Artificial Neural Networks and Machine Learning–ICANN 2018: 27th …, 2018
452018
Using a Knowledge Graph of Scenes to Enable Search of Autonomous Driving Data.
C Henson, S Schmid, AT Tran, A Karatzoglou
ISWC (Satellites), 313-314, 2019
232019
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
222017
Applying artificial neural networks on two-layer semantic trajectories for predicting the next semantic location
A Karatzoglou, H Sentürk, A Jablonski, M Beigl
Artificial Neural Networks and Machine Learning–ICANN 2017: 26th …, 2017
142017
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
132018
Semantic-enhanced multi-dimensional Markov chains on semantic trajectories for predicting future locations
A Karatzoglou, D Köhler, M Beigl
Sensors 18 (10), 3582, 2018
122018
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
82020
Multi-channel Convolutional Neural Networks for Handling Multi-dimensional Semantic Trajectories and Predicting Future Semantic Locations
A Karatzoglou
Multiple-Aspect Analysis of Semantic Trajectories: First International …, 2020
72020
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
42020
Sentient destination prediction
A Karatzoglou, J Ebbing, P Ostheimer, W Hua, M Beigl
User Modeling and User-Adapted Interaction 30 (3), 331-363, 2020
42020
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
42019
Evolutionary optimization on artificial neural networks for predicting the user’s future semantic location
A Karatzoglou
Engineering Applications of Neural Networks: 20th International Conference …, 2019
42019
Towards an affective semantic trajectory generator (ASTG)
A Karatzoglou, M Szarvas, M Beigl
2018 14th International Conference on Wireless and Mobile Computing …, 2018
42018
Semantic trajectories and predicting future semantic locations
A Karatzoglou
Dissertation, Karlsruhe, Karlsruher Institut für Technologie (KIT), 2019, 2019
32019
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
32018
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
32017
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
32017
Applying network kernel density estimation (NKDE) and temporal network kernel estimation (TNKDE) for generating safer routes
A Karatzoglou
Proceedings of the 15th ACM SIGSPATIAL International Workshop on …, 2022
22022
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
22017
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