| COVID-19 detection from chest X-Ray images using Deep Learning and Convolutional Neural Networks A Makris, I Kontopoulos, K Tserpes 11th hellenic conference on artificial intelligence, 60-66, 2020 | 170 | 2020 |
| A distributed framework for extracting maritime traffic patterns I Kontopoulos, I Varlamis, Tserpes International Journal of Geographical Information Science, 1-26, 2020 | 57 | 2020 |
| Real-time Maritime Anomaly Detection: Detecting intentional AIS switch-off I Kontopoulos, K Chatzikokolakis, D Zissis, K Tserpes, G Spiliopoulos IJBDI - International Journal of Big Data Intelligence, 2020 | 48 | 2020 |
| A deep learning streaming methodology for trajectory classification I Kontopoulos, A Makris, K Tserpes ISPRS International Journal of Geo-Information 10 (4), 250, 2021 | 44 | 2021 |
| Building navigation networks from multi-vessel trajectory data I Varlamis, I Kontopoulos, K Tserpes, M Etemad, A Soares, S Matwin GeoInformatica 25, 69-97, 2021 | 44 | 2021 |
| Countering real-time stream poisoning: An architecture for detecting vessel spoofing in streams of AIS data I Kontopoulos, G Spiliopoulos, D Zissis, K Chatzikokolakis, A Artikis 2018 IEEE 16th Intl Conf on Dependable, Autonomic and Secure Computing, 16th …, 2018 | 38 | 2018 |
| Classification of vessel activity in streaming data I Kontopoulos, K Chatzikokolakis, K Tserpes, D Zissis Proceedings of the 14th ACM International Conference on Distributed and …, 2020 | 33 | 2020 |
| A stream reasoning system for maritime monitoring GM Santipantakis, A Vlachou, C Doulkeridis, A Artikis, I Kontopoulos, ... 25th International Symposium on Temporal Representation and Reasoning (TIME …, 2018 | 33 | 2018 |
| A comparison of trajectory compression algorithms over AIS data A Makris, I Kontopoulos, P Alimisis, K Tserpes IEEE Access 9, 92516-92530, 2021 | 27 | 2021 |
| A computer vision approach for trajectory classification I Kontopoulos, A Makris, D Zissis, K Tserpes 2021 22nd IEEE International Conference on Mobile Data Management (MDM), 163-168, 2021 | 23 | 2021 |
| Uncovering hidden concepts from AIS data: A network abstraction of maritime traffic for anomaly detection I Kontopoulos, I Varlamis, K Tserpes ECML/PKDD 2019, 2019 | 20 | 2019 |
| Graph neural networks for representing multivariate resource usage: A multiplayer mobile gaming case-study T Theodoropoulos, A Makris, I Kontopoulos, J Violos, P Tarkowski, ... International Journal of Information Management Data Insights 3 (1), 100158, 2023 | 18 | 2023 |
| Performance analysis of storage systems in edge computing infrastructures A Makris, I Kontopoulos, E Psomakelis, SN Xyalis, T Theodoropoulos, ... Applied Sciences 12 (17), 8923, 2022 | 12 | 2022 |
| Composite event patterns for maritime monitoring M Pitsikalis, I Kontopoulos, A Artikis, E Alevizos, P Delaunay, JE Pouessel, ... proceedings of the 10th Hellenic Conference on Artificial Intelligence, 1-4, 2018 | 12 | 2018 |
| A distributed lightning fast maritime anomaly detection service K Chatzikokolakis, D Zissis, M Vodas, G Spiliopoulos, I Kontopoulos OCEANS 2019, 2019 | 11 | 2019 |
| TraClets: A trajectory representation and classification library I Kontopoulos, A Makris, K Tserpes SoftwareX 21, 101306, 2023 | 9 | 2023 |
| Trajectory mining and routing: A cross-sectoral approach D Kaklis, I Kontopoulos, I Varlamis, IZ Emiris, T Varelas Journal of Marine Science and Engineering 12 (1), 157, 2024 | 8 | 2024 |
| Semi-supervised trajectory classification using convolutional auto-encoders A Makris, I Kontopoulos, E Psomakelis, K Tserpes Proceedings of the 1st ACM SIGSPATIAL international workshop on animal …, 2021 | 8 | 2021 |
| Single Ground Based AIS Receiver Vessel Tracking Dataset I Kontopoulos, M Vodas, G Spiliopoulos, K Tserpes, D Zissis https://doi.org/10.5281/zenodo.3754481, 2020 | 7 | 2020 |
| TraClets: Harnessing the power of computer vision for trajectory classification I Kontopoulos, A Makris, K Tserpes, V Bogorny arXiv preprint arXiv:2205.13880, 2022 | 6 | 2022 |
Konstantinos TserpesNational Technical University of Athens, School of Electrical and Computer EngineeringEmail verificata su mail.ntua.gr
