Biblio

Export 223 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
Nikitopoulos P, Vlachou A, Doulkeridis C, Vouros G.  2020.  Parallel and scalable processing of spatio-temporal RDF queries using spark. GEOINFORMATICA.
Koutroumanis N, Santipantakis GM, Doulkeridis C, Vouros GA.  2020.  Scalable Enrichment of Mobility Data with Weather Information. GeoInformatica.
Vassilakis C, et al.  2020.  A Semantic Mixed Reality Framework for Shared Cultural Experiences Ecosystems. Big Data and Cognitive Computing. 4(6)
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
Kravaris T, et al..  2019.  Resolving Congestions in the Air Traffic Management Domain via Multiagent Reinforcement Learning Methods. arXiv. cs.MA
G.Vouros, Santipantakis G, Doulkeridis C, Vlachou A, Andrienko G, Andrienko N, Fuchs G, Martinez MG, Cordero JMG.  2019.  The datAcron Ontology for the Specification of Semantic Trajectories: Specification of Semantic Trajectories for Data Transformations Supporting Visual Analytics. Journal Of Data Semantics. 8(4)
Petrou P, et al..  2019.  ARGO: A Big Data Framework for Online Trajectory Prediction. SSTD 2019.
Spatharis C, et al..  2019.  Collaborative multiagent reinforcement learning schemes for air traffic management. IISA 2019.
Vouros G, Vlachou A, Doulkeridis C, Glenis A, Santipantakis G.  2019.  Efficient Spatio-temporal RDF Query Processing in Large Dynamic Knowledge Bases. SAC 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)
Koutroumanis N, et al..  2019.  Integration of Mobility Data with Weather Information.. EDBT/ICDT Workshops 2019.
Santipantakis G, et al..  2019.  stLD: towards a spatio-temporal link discovery framework.. SBD@SIGMOD 2019.
2018
Spatharis C, Kravaris T, Blekas K, Vouros GA.  2018.  Multiagent Reinforcement Learning Methods for Resolving Demand - Capacity Imbalances. DASC 2018 .