2021 |
Big Data Analytics for Time Critical Mobility Forecasting: From raw data to trajectory-oriented mobility analytics in the aviation and maritime domains Book Forthcoming Springer, Forthcoming. |
Parallel and scalable processing of spatio-temporal RDF queries using spark Journal Article Forthcoming GEOINFORMATICA, Forthcoming. |
SPARTAN: Semantic Integration of Big Spatio-temporal Data from Streaming and Archival Sources Journal Article Forthcoming Future Generation Computer Systems, to appear , Forthcoming. |
2020 |
Time and Space Efficient Large Scale Link Discovery using String Similarities Journal Article Fundamenta Informaticae, 172 , pp. 299-325, 2020, ISSN: 0169-2968 (P). |
Ontology engineering methodologies for the evolution of living and reused ontologies: status, trends, findings and recommendations Journal Article The Knowledge Engineering Review, 35 , 2020. |
The delta big data architecture for mobility analytics Conference 2020 IEEE Sixth International Conference on Big Data Computing Service and Applications (BigDataService), IEEE IEEE, Oxford, UK, 2020. |
2019 |
Resolving Congestions in the Air Traffic Management Domain via Multiagent Reinforcement Learning Methods Journal Article arXiv, cs.MA , 2019. |
Journal Of Data Semantics, 8 , 2019. |
ARGO: A Big Data Framework for Online Trajectory Prediction Conference SSTD 2019, 2019. |
Collaborative multiagent reinforcement learning schemes for air traffic management Conference IISA 2019, 2019. |
Efficient Spatio-temporal RDF Query Processing in Large Dynamic Knowledge Bases Conference SAC 2019, 2019. |
Guest Editorial: Special issue on mobility analytics for spatio-temporal and social data. Journal Article GEOINFORMATICA, 23 , 2019. |
Integration of Mobility Data with Weather Information. Conference EDBT/ICDT Workshops 2019, 2019. |
stLD: towards a spatio-temporal link discovery framework. Conference SBD@SIGMOD 2019, 2019. |
2018 |
MaskLink: Efficient Link Discovery for Spatial Relations via Masking Areas Journal Article arxiv, 2018. |
Big Data Analytics for Time Critical Mobility Forecasting: Recent Progress and Research Challenges Proceeding 2018. |
DiStRDF: Distributed Spatio-temporal RDF Queries on Spark Proceeding 2018. |
FAIMUSS: Flexible Data Transformation to RDF from Multiple Streaming Sources Proceeding 2018. |
Fuzzy Q-Learning for Multi-Agent Decentralized Energy Management in Microgrids Journal Article Applied Energy, (accepted) , 2018. |
Increasing Maritime Situation Awareness via Trajectory Detection, Enrichment and Recognition of Events Proceeding 2018. |
Springer, 10731 , 2018, ISBN: 978-3-319-73520-7. |
Multiagent Reinforcement Learning Methods to Resolve Demand Capacity Balance Problems Proceeding 2018. |
RDF-Gen: Generating RDF from streaming and archival data Proceeding Novi Sad, Serbia, 2018. |
A Stream Reasoning System for Maritime Monitoring Proceeding 2018. |
Time and Space Efficient Large-Scale Link Discovery using String Similarities Conference WIMS 2018, Novi Sad, Serbia, 2018. |
Multiagent Reinforcement Learning Methods for Resolving Demand – Capacity Imbalances Conference DASC 2018, London, UK, 2018. |
AI in Greece: The Case of Research on Linked Geospatial Data Journal Article AI Magazine, 39 , 2018. |
Visual Analytics of Flight Trajectories for Uncovering Decision Making Strategies Conference SESAR Innovation Days (SID) 2018, 2018. |
2017 |
The datAcron Ontology for Semantic Trajectories Conference ESWC 2017, 2017. |
Energy Management in Solar Microgrid via Reinforcement Learning Using Fuzzy Reward Journal Article Advances in Building Energy Research, 2017. |
Taming big maritime data to support analytics Conference IF & GIS 2017, Springer Springer, Shanghai, China, 2017. |
Big Data Management and Analytics for Mobility Forecasting in datAcron Proceeding 1810 , 2017. |
Generating linked RDF data from heterogeneous streaming and archival data sources: Populating the datAcron ontology Conference Semantics 2017, Amstrerdam, Holland, 2017. |
Learning Policies for Resolving Demand-Capacity Imbalances during Pre-tactical Air Traffic Management Proceeding Springer, 2017. |
Maritime data integration and analysis: recent progress and research challenges Proceeding Open Proceedings , 2017. |
OBDAIR: Ontology-Based Distributed Framework for Accessing, Integrating and Reasoning with Data in Disparate Data Sources Journal Article Expert Systems With Applications, 2017. |
Specification of Semantic Trajectories Supporting Data Transformations for Analytics: The datAcron Ontology Proceeding 2017. |
Visual exploration of movement and event data with interactive time masks Journal Article Visual Informatics, On Line , 2017. |
Learning Conventions via Social Reinforcement Learning in Complex and Open Settings Proceeding Sao Paulo, Brazil, 2017. |
A Reinforcement Learning Approach for MPPT Control Method of Photovoltaic Sources Renewable Energy Journal Article Reniewable Energy, 108 , 2017. |
2016 |
Energy Management in Solar Microgrid via Reinforcement Learning. Conference SETN 2016, Springer Springer, Thessaloniki, Greece, 2016, ISBN: 978-145033734-2. |
Multi-Agent Systems and Agreement Technologies – 13th European Conference, EUMAS 2015, and Third International Conference, AT 2015 Book Springer, Athens, 2016, ISSN: ISBN 978-3-319-33508-7. |
Proceedings of the 9th Hellenic Conference on Artificial Intelligence Book Thessaloniki, Greece, 2016, ISBN: 978-1-4503-3734-2. |
2015 |
The Emergence of Norms via Contextual Agreements in Open Societies Journal Article CoRR, abs/1503.07017 , 2015. |
Probabilistic Event Calculus for Event Recognition Journal Article Transactions on Computational Logic, 16 , 2015. |
Accessing and Reasoning with Data from Disparate Data Sources Using Modular Ontologies and OBDA Conference SEMANTiCS 2015, Vienna, 2015. |
Decomposing Ontologies for the Construction of Distributed Knowledge Bases: The mONT ul method Journal Article IJAIT, 24 , 2015. |
The Emergence of Norms via Contextual Agreements in Open Societies Book Chapter Fernando, Guttmann Christian Busquets Didac Koch (Ed.): Advances in Social Computing and Multiagent Systems, 541 , 2015. |
Ontology-Based Data Integration for Event Recognition in the Maritime Domain Conference WIMS 2015, Limassol, Cyprus, 2015. |
Ontology-based Data Sourcestextquoteleft Integration for Maritime Event Recognition Conference Workshop on Modeling, Computing and Data Handling for Marine Transportation (MCDMT 2015) @ IISA 2015, IEEE IEEE, Corfu – Greece, 2015. |
| 1. | : Big Data Analytics for Time Critical Mobility Forecasting: From raw data to trajectory-oriented mobility analytics in the aviation and maritime domains. Springer, Forthcoming. |
| 2. | : Parallel and scalable processing of spatio-temporal RDF queries using spark. In: GEOINFORMATICA, Forthcoming. |
| 3. | : SPARTAN: Semantic Integration of Big Spatio-temporal Data from Streaming and Archival Sources. In: Future Generation Computer Systems, to appear , Forthcoming. |
| 4. | : Time and Space Efficient Large Scale Link Discovery using String Similarities. In: Fundamenta Informaticae, 172 , pp. 299-325, 2020, ISSN: 0169-2968 (P). |
| 5. | : Ontology engineering methodologies for the evolution of living and reused ontologies: status, trends, findings and recommendations. In: The Knowledge Engineering Review, 35 , 2020. |
| 6. | : The delta big data architecture for mobility analytics. 2020 IEEE Sixth International Conference on Big Data Computing Service and Applications (BigDataService), IEEE IEEE, Oxford, UK, 2020. |
| 7. | : Resolving Congestions in the Air Traffic Management Domain via Multiagent Reinforcement Learning Methods. In: arXiv, cs.MA , 2019. |
| 8. | : The datAcron Ontology for the Specification of Semantic Trajectories: Specification of Semantic Trajectories for Data Transformations Supporting Visual Analytics. In: Journal Of Data Semantics, 8 , 2019. |
| 9. | : ARGO: A Big Data Framework for Online Trajectory Prediction. SSTD 2019, 2019. |
| 10. | : Collaborative multiagent reinforcement learning schemes for air traffic management. IISA 2019, 2019. |
| 11. | : Efficient Spatio-temporal RDF Query Processing in Large Dynamic Knowledge Bases. SAC 2019, 2019. |
| 12. | : Guest Editorial: Special issue on mobility analytics for spatio-temporal and social data.. In: GEOINFORMATICA, 23 , 2019. |
| 13. | : Integration of Mobility Data with Weather Information.. EDBT/ICDT Workshops 2019, 2019. |
| 14. | : stLD: towards a spatio-temporal link discovery framework.. SBD@SIGMOD 2019, 2019. |
| 15. | : MaskLink: Efficient Link Discovery for Spatial Relations via Masking Areas. In: arxiv, 2018. |
| 16. | : Big Data Analytics for Time Critical Mobility Forecasting: Recent Progress and Research Challenges. 2018. |
| 17. | : DiStRDF: Distributed Spatio-temporal RDF Queries on Spark. 2018. |
| 18. | : FAIMUSS: Flexible Data Transformation to RDF from Multiple Streaming Sources. 2018. |
| 19. | : Fuzzy Q-Learning for Multi-Agent Decentralized Energy Management in Microgrids. In: Applied Energy, (accepted) , 2018. |
| 20. | : Increasing Maritime Situation Awareness via Trajectory Detection, Enrichment and Recognition of Events. 2018. |