Biblio

Export 61 results:
2021
Santipantakis G, Vouros GA, Doulkeridis C.  2021.  Coronis: Towards Integrated and Open COVID-19 Data. EDBT 2021 (demo session).
Spatharis C, Bastas A, Kravaris T, Vouros GA, Blekas K, Garcia JMC.  2021.  Hierarchical multiagent reinforcement learning schemes for air traffic management. Neural Computing and Applications.
Santipantakis GM, Doulkeridis C, Vouros GA.  2021.  Link Discovery for Maritime Monitoring. Maritime Informatics.
Kravaris T, Bastas A, Vouros GA.  2021.  Predicting Aircraft Trajectories via Imitation Learning. Adaptive & Learning Agents (ALA 2021) @ AAMAS 2021.
Kravaris T, Vouros GA.  2021.  Scalable Deep Multi-Agent Reinforcement Learning. AAAI Challenges and Opportunities for Multi-Agent Reinforcement Learning (COMARL) Symposium.
2020
Karampelas A, Vouros GA.  2020.  Time and Space Efficient Large Scale Link Discovery using String Similarities. Fundamenta Informaticae. 172(3):299-325.
Spatharis C, Blekas K, Vouros GA.  2020.  Apprenticeship learning of flight trajectories prediction with inverse reinforcement learning. SETN 2020.
Glenis A, Vouros GA.  2020.  Balancing between scalability and accuracy in time-series classification for stream and batch settings. Decision Science 2020.
Vouros GA, Andrienko G, Artikis A, Cordero JM, Doulkeridis C, Jousselme A-L, Pelekis N, Ray C, Scarlatti D.  2020.  Big Data Analytics for Time Critical Mobility Forecasting: From raw data to trajectory-oriented mobility analytics in the aviation and maritime domains.
Bastas A, Kravaris T, Vouros GA.  2020.  Data Driven Aircraft Trajectory Prediction with Deep Imitation Learning. arXiv.
Kotis K, Vouros GA, Spiliotopoulos D.  2020.  Ontology engineering methodologies for the evolution of living and reused ontologies: status, trends, findings and recommendations. The Knowledge Engineering Review. 35
Koutroumanis N, Santipantakis GM, Doulkeridis C, Vouros GA.  2020.  Scalable Enrichment of Mobility Data with Weather Information. GeoInformatica.
Santipantakis GM, Doulkeridis C, Vouros GA, Glenis A, Patroumpas K, Vlachou A, Theodoridis Y, Pelekis N.  2020.  SPARTAN: Semantic Integration of Big Spatio-temporal Data from Streaming and Archival Sources. Future Generation Computer Systems. to appear
Vouros GA, Glenis A, Doulkeridis C.  2020.  The δ big data architecture for mobility analytics. 2020 IEEE Sixth International Conference on Big Data Computing Service and Applications (BigDataService).
2019
Doulkeridis C, Qu Q, Vouros GA, Rocha-Junior JB.  2019.  Guest Editorial: Special issue on mobility analytics for spatio-temporal and social data.. GEOINFORMATICA. 23(3)
2018
Spatharis C, Kravaris T, Blekas K, Vouros GA.  2018.  Multiagent Reinforcement Learning Methods for Resolving Demand - Capacity Imbalances. DASC 2018 .
Vouros GA, et al..  2018.  Big Data Analytics for Time Critical Mobility Forecasting: 
Recent Progress and Research Challenges. EDBT 2018.
Kofinas P, Dounis A, Vouros GA.  2018.  Fuzzy Q-Learning for Multi-Agent Decentralized Energy Management in Microgrids. Applied Energy. (accepted)
Vouros GA, et al..  2018.  Increasing Maritime Situation Awareness via Trajectory Detection, Enrichment and Recognition of Events. W2GIS 2018.
Doulkeridis C, Vouros GA, Qu Q, Wang S.  2018.  Mobility Analytics for Spatio-Temporal and Social Data - First International Workshop, MATES 2017, Munich, Germany, September 1, 2017, Revised Selected Papers. . 10731
Santipantakis G, Doulkeridis C, Kotis K, Vouros GA.  2018.  RDF-Gen: Generating RDF from streaming and archival data. WIMS 2018.
Vouros GA, Kontopoulos I, Santipantakis GM, Vlachou A, Doulkeridis C, Artikis A.  2018.  A Stream Reasoning System for Maritime Monitoring. TIME 2018.
Karampelas A, Vouros GA.  2018.  Time and Space Efficient Large-Scale Link Discovery using String Similarities. WIMS 2018.
2017
Kofinas P, Vouros GA, Dounis A.  2017.  Energy Management in Solar Microgrid via Reinforcement Learning Using Fuzzy Reward. Advances in Building Energy Research.
Vouros GA, et al..  2017.  Taming big maritime data to support analytics. IF & GIS 2017.