George A. Vouros

ORCID

Publication Activity (10 Years)

Years Active: 1989-2024
Publications (10 Years): 58

Top Venues

Publications

George Papadopoulos, Alevizos Bastas, George A. Vouros, Ian Crook, Natalia V. Andrienko, Gennady L. Andrienko, Jose Manuel Cordero Garcia
Deep reinforcement learning in service of air traffic controllers to resolve tactical conflicts. Expert Syst. Appl. 236 (2024)
Dimitrios Doumanas, Andreas Soularidis, Konstantinos Kotis, George A. Vouros
Integrating LLMs in the Engineering of a SAR Ontology. AIAI (4) (2024)
Christos Spatharis, Konstantinos Blekas, George A. Vouros
Modelling flight trajectories with multi-modal generative adversarial imitation learning. Appl. Intell. 54 (11-12) (2024)
George A. Vouros
Explainable Deep Reinforcement Learning: State of the Art and Challenges. CoRR (2023)
George A. Vouros
Explainable Deep Reinforcement Learning: State of the Art and Challenges. ACM Comput. Surv. 55 (5) (2023)
Andreas Kontogiannis, George A. Vouros
Inherently Interpretable Deep Reinforcement Learning Through Online Mimicking. EXTRAAMAS (2023)
Theocharis Kravaris, Konstantinos Lentzos, Georgios Santipantakis, George A. Vouros, Gennady L. Andrienko, Natalia V. Andrienko, Ian Crook, Jose Manuel Cordero Garcia, Enrique Iglesias Martinez
Explaining deep reinforcement learning decisions in complex multiagent settings: towards enabling automation in air traffic flow management. Appl. Intell. 53 (4) (2023)
Christos Spatharis, Alevizos Bastas, Theocharis Kravaris, Konstantinos Blekas, George A. Vouros, Jose Manuel Cordero Garcia
Hierarchical multiagent reinforcement learning schemes for air traffic management. Neural Comput. Appl. 35 (1) (2023)
Andreas Kontogiannis, George A. Vouros
XDQN: Inherently Interpretable DQN through Mimicking. CoRR (2023)
Georgios M. Santipantakis, Christos Doulkeridis, George A. Vouros
An Ontology for Representing and Querying Semantic Trajectories in the Maritime Domain. ADBIS (2023)
George A. Vouros
Tutorial on Explainable Deep Reinforcement Learning: One framework, three paradigms and many challenges. SETN (2022)
Alevizos Bastas, George A. Vouros
Data-driven prediction of Air Traffic Controllers reactions to resolving conflicts. Inf. Sci. 613 (2022)
George A. Vouros, George Papadopoulos, Alevizos Bastas, Jose Manuel Cordero Garcia, Ruben Rodrigez Rodrigez
Automating the resolution of flight conflicts: Deep reinforcement learning in service of air traffic controllers. CoRR (2022)
Apostolos Glenis, George A. Vouros
SCALE-BOSS: A framework for scalable time-series classification using symbolic representations. SETN (2022)
Gennady L. Andrienko, Natalia V. Andrienko, Jose Manuel Cordero Garcia, Dirk Hecker, George A. Vouros
Supporting Visual Exploration of Iterative Job Scheduling. IEEE Computer Graphics and Applications 42 (3) (2022)
Alevizos Bastas, George A. Vouros
Data-driven prediction of Air Traffic Controllers reactions to resolving conflicts. CoRR (2022)
Georgios M. Santipantakis, Konstantinos I. Kotis, Apostolos Glenis, George A. Vouros, Christos Doulkeridis, Akrivi Vlachou
RDF-Gen: generating RDF triples from big data sources. Knowl. Inf. Syst. 64 (11) (2022)
George A. Vouros, George Papadopoulos, Alevizos Bastas, Jose Manuel Cordero Garcia, Ruben Rodrigez Rodrigez
Automating the Resolution of Flight Conflicts: Deep Reinforcement Learning in Service of Air Traffic Controllers. PAIS@ECAI (2022)
Panagiotis Nikitopoulos, Akrivi Vlachou, Christos Doulkeridis, George A. Vouros
Parallel and scalable processing of spatio-temporal RDF queries using Spark. GeoInformatica 25 (4) (2021)
Georgios M. Santipantakis, George A. Vouros, Christos Doulkeridis
Coronis: Towards Integrated and Open COVID-19 Data. EDBT (2021)
Nikolaos Koutroumanis, Georgios M. Santipantakis, Apostolos Glenis, Christos Doulkeridis, George A. Vouros
Scalable enrichment of mobility data with weather information. GeoInformatica 25 (2) (2021)
Georgios M. Santipantakis, George A. Vouros, Christos Doulkeridis
Towards Integrated and Open COVID-19 Data. CoRR (2020)
Apostolos Glenis, George A. Vouros
Balancing Between Scalability and Accuracy in Time-Series Classification for Stream and Batch Settings. DS (2020)
Alevizos Bastas, Theocharis Kravaris, George A. Vouros
Data Driven Aircraft Trajectory Prediction with Deep Imitation Learning. CoRR (2020)
Andreas Karampelas, George A. Vouros
Time and Space Efficient Large Scale Link Discovery using String Similarities. Fundam. Informaticae 172 (3) (2020)
Costas Vassilakis, Konstantinos Kotis, Dimitris Spiliotopoulos, Dionisis Margaris, Vlasios Kasapakis, Christos-Nikolaos Anagnostopoulos, Georgios M. Santipantakis, George A. Vouros, Theodore Kotsilieris, Volha Petukhova, Andrei Malchanau, Ioanna Lykourentzou, Kaj Michael Helin, Artem Revenko, Nenad Gligoric, Boris Pokric
A Semantic Mixed Reality Framework for Shared Cultural Experiences Ecosystems. Big Data Cogn. Comput. 4 (2) (2020)
Georgios M. Santipantakis, Apostolos Glenis, Kostas Patroumpas, Akrivi Vlachou, Christos Doulkeridis, George A. Vouros, Nikos Pelekis, Yannis Theodoridis
SPARTAN: Semantic integration of big spatio-temporal data from streaming and archival sources. Future Gener. Comput. Syst. 110 (2020)
Christos Spatharis, Konstantinos Blekas, George A. Vouros
Apprenticeship learning of flight trajectories prediction with inverse reinforcement learning. SETN (2020)
George A. Vouros, Apostolos Glenis, Christos Doulkeridis
The Delta Big Data Architecture for Mobility Analytics. BigDataService (2020)
Konstantinos I. Kotis, George A. Vouros, Dimitris Spiliotopoulos
Ontology engineering methodologies for the evolution of living and reused ontologies: status, trends, findings and recommendations. Knowl. Eng. Rev. 35 (2020)
Christos Spatharis, Konstantinos Blekas, Alevizos Bastas, Theocharis Kravaris, George A. Vouros
Collaborative multiagent reinforcement learning schemes for air traffic management. IISA (2019)
Theocharis Kravaris, Christos Spatharis, Alevizos Bastas, George A. Vouros, Konstantinos Blekas, Gennady L. Andrienko, Natalia V. Andrienko, Jose Manuel Cordero Garcia
Resolving Congestions in the Air Traffic Management Domain via Multiagent Reinforcement Learning Methods. CoRR (2019)
Akrivi Vlachou, Christos Doulkeridis, Apostolos Glenis, Georgios M. Santipantakis, George A. Vouros
Efficient spatio-temporal RDF query processing in large dynamic knowledge bases. SAC (2019)
Georgios M. Santipantakis, Apostolos Glenis, Christos Doulkeridis, Akrivi Vlachou, George A. Vouros
stLD: towards a spatio-temporal link discovery framework. SBD@SIGMOD (2019)
Petros Petrou, Panagiotis Nikitopoulos, Panagiotis Tampakis, Apostolos Glenis, Nikolaos Koutroumanis, Georgios M. Santipantakis, Kostas Patroumpas, Akrivi Vlachou, Harris V. Georgiou, Eva Chondrodima, Christos Doulkeridis, Nikos Pelekis, Gennady L. Andrienko, Fabian Patterson, Georg Fuchs, Yannis Theodoridis, George A. Vouros
ARGO: A Big Data Framework for Online Trajectory Prediction. SSTD (2019)
Christos Doulkeridis, Qiang Qu, George A. Vouros, João B. Rocha-Junior
Guest Editorial: Special issue on mobility analytics for spatio-temporal and social data. GeoInformatica 23 (3) (2019)
Nikolaos Koutroumanis, Georgios M. Santipantakis, Apostolos Glenis, Christos Doulkeridis, George A. Vouros
Integration of Mobility Data with Weather Information. EDBT/ICDT Workshops (2019)
George A. Vouros, Georgios M. Santipantakis, Christos Doulkeridis, Akrivi Vlachou, Gennady L. Andrienko, Natalia V. Andrienko, Georg Fuchs, Jose Manuel Cordero Garcia, Miguel Garcia Martinez
The datAcron Ontology for the Specification of Semantic Trajectories - Specification of Semantic Trajectories for Data Transformations Supporting Visual Analytics. J. Data Semant. 8 (4) (2019)
George A. Vouros, Akrivi Vlachou, Georgios M. Santipantakis, Christos Doulkeridis, Nikos Pelekis, Harris V. Georgiou, Yannis Theodoridis, Kostas Patroumpas, Elias Alevizos, Alexander Artikis, Georg Fuchs, Michael Mock, Gennady L. Andrienko, Natalia V. Andrienko, Christophe Claramunt, Cyril Ray, Elena Camossi, Anne-Laure Jousselme
Increasing Maritime Situation Awareness via Trajectory Detection, Enrichment and Recognition of Events. W2GIS (2018)
Georgios M. Santipantakis, Apostolos Glenis, Nikolaos Kalaitzian, Akrivi Vlachou, Christos Doulkeridis, George A. Vouros
FAIMUSS: Flexible Data Transformation to RDF from Multiple Streaming Sources. EDBT (2018)
Andreas Karampelas, George A. Vouros
Time and Space Efficient Large-Scale Link Discovery using String Similarities. WIMS (2018)
Georgios M. Santipantakis, Christos Doulkeridis, George A. Vouros, Akrivi Vlachou
MaskLink: Efficient Link Discovery for Spatial Relations via Masking Areas. CoRR (2018)
Manolis Koubarakis, George A. Vouros, Georgios Chalkiadakis, Vassilis P. Plagianakos, Christos Tjortjis, Ergina Kavallieratou, Dimitris Vrakas, Nikolaos Mavridis, Georgios Petasis, Konstantinos Blekas, Anastasia Krithara
AI in Greece: The Case of Research on Linked Geospa al Data. AI Mag. 39 (2) (2018)
Georgios M. Santipantakis, Akrivi Vlachou, Christos Doulkeridis, Alexander Artikis, Ioannis Kontopoulos, George A. Vouros
A Stream Reasoning System for Maritime Monitoring. TIME (2018)
Panagiotis Nikitopoulos, Akrivi Vlachou, Christos Doulkeridis, George A. Vouros
DiStRDF: Distributed Spatio-temporal RDF Queries on Spark. EDBT/ICDT Workshops (2018)
Georgios M. Santipantakis, Konstantinos I. Kotis, George A. Vouros, Christos Doulkeridis
RDF-Gen: Generating RDF from Streaming and Archival Data. WIMS (2018)
Christos Spatharis, Theocharis Kravaris, George A. Vouros, Konstantinos Blekas, Georgios Chalkiadakis, Jose Manuel Cordero Garcia, Esther Calvo Fernández
Multiagent Reinforcement Learning Methods to Resolve Demand Capacity Balance Problems. SETN (2018)
George A. Vouros, Akrivi Vlachou, Georgios M. Santipantakis, Christos Doulkeridis, Nikos Pelekis, Harris V. Georgiou, Yannis Theodoridis, Kostas Patroumpas, Elias Alevizos, Alexander Artikis, Christophe Claramunt, Cyril Ray, David Scarlatti, Georg Fuchs, Gennady L. Andrienko, Natalia V. Andrienko, Michael Mock, Elena Camossi, Anne-Laure Jousselme, Jose Manuel Cordero Garcia
Big Data Analytics for Time Critical Mobility Forecasting: Recent Progress and Research Challenges. EDBT (2018)
Georgios M. Santipantakis, George A. Vouros, Christos Doulkeridis, Akrivi Vlachou, Gennady L. Andrienko, Natalia V. Andrienko, Georg Fuchs, Jose Manuel Cordero Garcia, Miguel Garcia Martinez
Specification of Semantic Trajectories Supporting Data Transformations for Analytics: The datAcron Ontology. SEMANTiCS (2017)
Christophe Claramunt, Cyril Ray, Elena Camossi, Anne-Laure Jousselme, Melita Hadzagic, Gennady L. Andrienko, Natalia V. Andrienko, Yannis Theodoridis, George A. Vouros, Loïc Salmon
Maritime data integration and analysis: recent progress and research challenges. EDBT (2017)
Natalia V. Andrienko, Gennady L. Andrienko, Elena Camossi, Christophe Claramunt, Jose Manuel Cordero Garcia, Georg Fuchs, Melita Hadzagic, Anne-Laure Jousselme, Cyril Ray, David Scarlatti, George A. Vouros
Visual exploration of movement and event data with interactive time masks. Vis. Informatics 1 (1) (2017)
Christos Doulkeridis, Nikos Pelekis, Yannis Theodoridis, George A. Vouros
Big Data Management and Analytics for Mobility Forecasting in datAcron. EDBT/ICDT Workshops (2017)
Georgios M. Santipantakis, Konstantinos Kotis, George A. Vouros
OBDAIR: Ontology-Based Distributed framework for Accessing, Integrating and Reasoning with data in disparate data sources. Expert Syst. Appl. 90 (2017)
George A. Vouros
Learning Conventions via Social Reinforcement Learning in Complex and Open Settings. AAMAS (2017)
George A. Vouros, Christos Doulkeridis, Georgios M. Santipantakis, Akrivi Vlachou
Taming Big Maritime Data to Support Analytics. IF&GIS (2017)
Theocharis Kravaris, George A. Vouros, Christos Spatharis, Konstantinos Blekas, Georgios Chalkiadakis, Jose Manuel Cordero Garcia
Learning Policies for Resolving Demand-Capacity Imbalances During Pre-tactical Air Traffic Management. MATES (2017)
Georgios M. Santipantakis, George A. Vouros, Apostolos Glenis, Christos Doulkeridis, Akrivi Vlachou
The datAcron Ontology for Semantic Trajectories. ESWC (Satellite Events) (2017)
Panagiotis Kofinas, George A. Vouros, Anastasios I. Dounis
Energy Management in Solar Microgrid via Reinforcement Learning. SETN (2016)
Georgios M. Santipantakis, George A. Vouros
Method. Int. J. Artif. Intell. Tools 24 (5) (2015)
Georgios M. Santipantakis, George A. Vouros
Distributed reasoning with coupled ontologies: the E-SHIQ representation framework. Knowl. Inf. Syst. 45 (2) (2015)
Georgios M. Santipantakis, Konstantinos I. Kotis, George A. Vouros
Ontology-Based Data Integration for Event Recognition in the Maritime Domain. WIMS (2015)
George A. Vouros
The Emergence of Norms via Contextual Agreements in Open Societies. CoRR (2015)
George A. Vouros
Decentralized semantic coordination of interconnected entities via belief propagation. AI Commun. 28 (4) (2015)
Anastasios Skarlatidis, Georgios Paliouras, Alexander Artikis, George A. Vouros
Probabilistic Event Calculus for Event Recognition. ACM Trans. Comput. Log. 16 (2) (2015)
Georgios M. Santipantakis, Konstantinos I. Kotis, George A. Vouros
Accessing and reasoning with data from disparate data sources using modular ontologies and OBDA. SEMANTiCS (2015)
Georgios M. Santipantakis, Konstantinos I. Kotis, George A. Vouros
Ontology-based data sources' integration for maritime event recognition. IISA (2015)
Carlos Iván Chesñevar, Eva Onaindia, Sascha Ossowski, George A. Vouros
Special issue on agreement technologies. Inf. Syst. Frontiers 17 (4) (2015)
George A. Vouros
The Emergence of Norms via Contextual Agreements in Open Societies. CARE/MFSC@AAMAS (2015)
Konstantinos Kotis, Iraklis I. Athanasakis, George A. Vouros
Semantic Integration & Single-Site Opening of Multiple Governmental Data Sources. CoRR (2014)
Georgios M. Santipantakis, George A. Vouros
Constructing E-SHIQ Distributed Knowledge Bases via Ontology Modularization: The mONTul method. WoMO@FOIS (2014)
Georgios M. Santipantakis, George A. Vouros
Modularizing Ontologies for the Construction of $E-\mathcal{SHIQ}$ Distributed Knowledge Bases. SETN (2014)
Antonis Koukourikos, George A. Vouros, Vangelis Karkaletsis
SYNTHESIS: results for the Ontology Alignment Evaluation Initiative (OAEI) 2013. OM (2013)
Konstantinos Raptis, George A. Vouros, Evangelos Kapros
Exploring Factors and Policies for Poverty by Agent-based Simulation. CSER (2013)
Estefania Argente, Olivier Boissier, Carlos Carrascosa, Nicoletta Fornara, Peter McBurney, Pablo Noriega, Alessandro Ricci, Jordi Sabater-Mir, Michael Ignaz Schumacher, Charalampos Tampitsikas, Kuldar Taveter, Giuseppe Vizzari, George A. Vouros
The role of the environment in agreement technologies. Artif. Intell. Rev. 39 (1) (2013)
George A. Vouros, Georgios M. Santipantakis
Combining Ontologies with Correspondences and Link Relations: The E-SHIQ Representation Framework. CoRR (2013)
Antonis Koukourikos, Vangelis Karkaletsis, George A. Vouros
Exploiting unstructured web information for managing linked data spaces. Panhellenic Conference on Informatics (2013)
George A. Vouros
Combining ontologies in settings with multiple agents. WoMO (2013)
George A. Vouros
Decentralized semantic coordination via belief propagation. AAMAS (2013)
Gordan Jezic, Sascha Ossowski, Francesca Toni, George A. Vouros
Preface to the special issue on Agreement Technologies. Artif. Intell. Rev. 39 (1) (2013)
George A. Vouros, Georgios M. Santipantakis
SHIQ. WoMO (2012)
George A. Vouros
Decentralized Semantic Coordination Via Belief Propagation. AT (2012)
Georgios M. Santipantakis, George A. Vouros
The E-SHIQ Contextual Logic Framework. AT (2012)
Vassiliki Rentoumi, George A. Vouros, Vangelis Karkaletsis, Amalia Moser
Investigating Metaphorical Language in Sentiment Analysis: A Sense-to-Sentiment Perspective. ACM Trans. Speech Lang. Process. 9 (3) (2012)
Vassilis Spiliopoulos, George A. Vouros
Synthesizing Ontology Alignment Methods Using the Max-Sum Algorithm. IEEE Trans. Knowl. Data Eng. 24 (5) (2012)
Antonis Koukourikos, Vangelis Karkaletsis, George A. Vouros
Towards Enriching Linked Open Data via Open Information Extraction. KNOW@LOD (2012)
Anastasios Skarlatidis, Georgios Paliouras, Alexander Artikis, George A. Vouros
Probabilistic Event Calculus for Event Recognition CoRR (2012)
Antonis Koukourikos, Pythagoras Karampiperis, George A. Vouros, Vangelis Karkaletsis
Using Open Information Extraction and Linked Open Data towards Ontology Enrichment and Alignment. CAiSE Workshops (2012)
Estefania Argente, Olivier Boissier, Carlos Carrascosa, Nicoletta Fornara, Peter McBurney, Pablo Noriega, Alessandro Ricci, Jordi Sabater-Mir, Michael Ignaz Schumacher, Charalampos Tampitsikas, Kuldar Taveter, Giuseppe Vizzari, George A. Vouros
Environment and Agreement Technologies. AT (2012)
Georgios M. Santipantakis, George A. Vouros
Distributed Instance Retrieval in $E^{DDL} _{HQ^+}$ $\mathcal{SHIQ}$ Representation Framework. SETN (2012)
Georgios M. Santipantakis, George A. Vouros
Modularizing OWL Ontologies Using $E^{DDL}_{HQ^+}$ $\mathcal{SHIQ}$. ICTAI (2012)
George Giannakopoulos, Vangelis Karkaletsis, George A. Vouros
Detecting Human Features in Summaries - Symbol Sequence Statistical Regularity. SETN (2012)
Panagiotis Karagiannis, George A. Vouros, Kostas Stergiou, Nikolaos Samaras
Overlay networks for task allocation and coordination in large-scale networks of cooperative agents. Auton. Agents Multi Agent Syst. 24 (1) (2012)
George A. Vouros
Information Sharing and Searching via Collaborative Reinforcement Learning. SETN (2012)
Anastasios Skarlatidis, Georgios Paliouras, George A. Vouros, Alexander Artikis
Probabilistic Event Calculus Based on Markov Logic Networks. RuleML America (2011)
Elias Zavitsanos, George A. Vouros, Georgios Paliouras
Classifying Users and Identifying User Interests in Folksonomies. SPIM (2011)
Elias Zavitsanos, Georgios Paliouras, George A. Vouros
Gold Standard Evaluation of Ontology Learning Methods through Ontology Transformation and Alignment. IEEE Trans. Knowl. Data Eng. 23 (11) (2011)
Elias Zavitsanos, Georgios Paliouras, George A. Vouros
Non-Parametric Estimation of Topic Hierarchies from Texts with Hierarchical Dirichlet Processes. J. Mach. Learn. Res. 12 (2011)
Konstantinos Kotis, Andreas Papasalouros, George A. Vouros, Nikolaos Pappas, Konstantinos Zoumpatianos
Enhancing the Collective Knowledge for the Engineering of Ontologies in Open and Socially Constructed Learning Spaces. J. Univers. Comput. Sci. 17 (12) (2011)
Elias Zavitsanos, Georgios Paliouras, George A. Vouros, Sergios Petridis
Learning subsumption hierarchies of ontology concepts from texts. Web Intell. Agent Syst. 8 (1) (2010)
George Giannakopoulos, George A. Vouros, Vangelis Karkaletsis
MUDOS-NG: Multi-document Summaries Using N-gram Graphs (Tech Report) CoRR (2010)

George A. Vouros.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

George A. Vouros