A prototype of an in-situ radio sensing and visualization device. - Antonios Karatzoglou; Markus Scholz; Till Riedel; Michael Beigl (INSS, 2012)

Applying Artificial Neural Networks on Two-Layer Semantic Trajectories for Predicting the Next Semantic Location. - Antonios Karatzoglou; Harun Sentürk; Adrian Jablonski; Michael Beigl (ICANN (2), 2017)

Comfort-efficiency-equilibrium. - Antonios Karatzoglou; Julian Janßen; Vethiga Srikanthan; Yong Ding 001; Michael Beigl (SMARTGREENS, 2017)

Matrix factorization on semantic trajectories for predicting future semantic locations. - Antonios Karatzoglou; Stefan Christian Lamp; Michael Beigl (WiMob, 2017)

A Seq2Seq learning approach for modeling semantic trajectories and predicting the next location. - Antonios Karatzoglou; Adrian Jablonski; Michael Beigl (SIGSPATIAL/GIS, 2018)

A Convolutional Neural Network Approach for Modeling Semantic Trajectories and Predicting Future Locations. - Antonios Karatzoglou; Nikolai Schnell; Michael Beigl (ICANN (1), 2018)

Purpose-of-Visit-Driven Semantic Similarity Analysis on Semantic Trajectories for Enhancing The Future Location Prediction. - Antonios Karatzoglou; Dominik Koehler; Michael Beigl (PerCom Workshops, 2018)

A Predictive Comfort- and Energy-aware MPC-driven Approach based on a Dynamic PMV Subjectification towards Personalization in an Indoor Climate Control Scenario. - Antonios Karatzoglou; Julian Janßen; Vethiga Srikanthan; Christof Urbaczek; Michael Beigl (SMARTGREENS, 2018)

Identification of Environment- and Context-Specific Key Factors Influencing the User's Thermal Comfort. - Antonios Karatzoglou; Yannick Meny; Michael Beigl (SMARTGREENS/VEHITS (Selected Papers), 2018)

Towards an Affective Semantic Trajectory Generator (ASTG). - Antonios Karatzoglou; Markus Szarvas; Michael Beigl (WiMob, 2018)

Semantic-Enhanced Multi-Dimensional Markov Chains on Semantic Trajectories for Predicting Future Locations. - Antonios Karatzoglou; Dominik Koehler; Michael Beigl (Sensors, 2018)

Evolutionary Optimization on Artificial Neural Networks for Predicting the User's Future Semantic Location. - Antonios Karatzoglou (EANN, 2019)

Semantic-Enhanced Learning (SEL) on Artificial Neural Networks Using the Example of Semantic Location Prediction. - Antonios Karatzoglou; Michael Beigl (SIGSPATIAL/GIS, 2019)

Multi-channel Convolutional Neural Networks for Handling Multi-dimensional Semantic Trajectories and Predicting Future Semantic Locations. - Antonios Karatzoglou (MASTER@PKDD/ECML, 2019)

Using a Knowledge Graph of Scenes to Enable Search of Autonomous Driving Data. - Cory A. Henson; Stefan Schmid 002; Anh Tuan Tran 004; Antonios Karatzoglou (ISWC (Satellites), 2019)

Semantic Trajectories and Predicting Future Semantic Locations. - Antonios Karatzoglou (2019)

Applying topographic features for identifying speed patterns using the example of critical driving. - Antonios Karatzoglou (IWCTS@SIGSPATIAL, 2020)

Applying depthwise separable and multi-channel convolutional neural networks of varied kernel size on semantic trajectories. - Antonios Karatzoglou; Nikolai Schnell; Michael Beigl (Neural Comput. Appl., 2020)

Sentient destination prediction. - Antonios Karatzoglou; Jan Ebbing; Phil Ostheimer; Wenlan Hua; Michael Beigl (User Model. User Adapt. Interact., 2020)

Location-aware insights: a visual analytics dashboard for location-relevant self-awareness & reflection (demo paper). - Antonios Karatzoglou (IWCTS@SIGSPATIAL, 2021)

Applying network kernel density estimation (NKDE) and temporal network kernel estimation (TNKDE) for generating safer routes. - Antonios Karatzoglou (IWCTS@SIGSPATIAL, 2022)

Exploring The Use of OpenStreetMap Data (OSM) and GPS Traces for Validating Driving Routes and Identifying Prohibited Maneuvers in Direction Services. - Antonios Karatzoglou; Tijana Bekic; Vashutosh Agrawal; Mohit Khanna; Aleksandar Matejevic; Varun Kakkar; Michael R. Evans; Aleksandar Samardzija; Jacob Whitbeck; Dragomir Yankov; Nikola Perin; Nikola Todic; et al. (GeoIndstry@SIGSPATIAL, 2023)

Map GPT Playground: Smart Locations and Routes with GPT. - Chiqun Zhang; Antonios Karatzoglou; Helen Craig; Dragomir Yankov (SIGSPATIAL/GIS, 2023)

A Post-routing ETA Model Providing Confidence Feedback. - Chiqun Zhang; Dragomir Yankov; Antonios Karatzoglou; Michael R. Evans; Florin Sabau; Oussama Dhifallah (SIGSPATIAL/GIS, 2023)

Routing As a Relevance System. - Dragomir Yankov; Antonios Karatzoglou; Chiqun Zhang; Mike Evans; Oussama Dhifallah; Florin Sabau; Maryam Mousaarab Najafabadi; Goran Predovic (SIGSPATIAL/GIS, 2024)