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ORCIDGeorge A. Vouros
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- affiliation: University of Piraeus, Department of Digital Systems
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2020 – today
- 2023
[j51]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): 4063-4098 (2023)- [j50]George A. Vouros:
Explainable Deep Reinforcement Learning: State of the Art and Challenges. ACM Comput. Surv. 55(5): 92:1-92:39 (2023) - [j49]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): 147-159 (2023) - [c102]Georgios M. Santipantakis, Christos Doulkeridis, George A. Vouros:
An Ontology for Representing and Querying Semantic Trajectories in the Maritime Domain. ADBIS 2023: 224-237 - [c101]Andreas Kontogiannis, George A. Vouros:
Inherently Interpretable Deep Reinforcement Learning Through Online Mimicking. EXTRAAMAS 2023: 160-179 - [i14]Andreas Kontogiannis, George A. Vouros:
XDQN: Inherently Interpretable DQN through Mimicking. CoRR abs/2301.03043 (2023) - [i13]George A. Vouros:
Explainable Deep Reinforcement Learning: State of the Art and Challenges. CoRR abs/2301.09937 (2023) - 2022
- [j48]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): 74-86 (2022) - [j47]Alevizos Bastas, George A. Vouros:
Data-driven prediction of Air Traffic Controllers reactions to resolving conflicts. Inf. Sci. 613: 763-785 (2022) - [j46]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): 2985-3015 (2022) - [c100]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: 72-85 - [c99]Apostolos Glenis, George A. Vouros:
SCALE-BOSS: A framework for scalable time-series classification using symbolic representations. SETN 2022: 20:1-20:9 - [c98]George A. Vouros:
Tutorial on Explainable Deep Reinforcement Learning: One framework, three paradigms and many challenges. SETN 2022: 67:1 - [i12]Alevizos Bastas, George A. Vouros:
Data-driven prediction of Air Traffic Controllers reactions to resolving conflicts. CoRR abs/2205.09539 (2022) - [i11]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 abs/2206.07403 (2022) - 2021
- [j45]Nikolaos Koutroumanis, Georgios M. Santipantakis, Apostolos Glenis, Christos Doulkeridis, George A. Vouros:
Scalable enrichment of mobility data with weather information. GeoInformatica 25(2): 291-309 (2021) - [j44]Panagiotis Nikitopoulos, Akrivi Vlachou, Christos Doulkeridis, George A. Vouros:
Parallel and scalable processing of spatio-temporal RDF queries using Spark. GeoInformatica 25(4): 623-653 (2021) - [c97]Georgios M. Santipantakis, George A. Vouros, Christos Doulkeridis:
Coronis: Towards Integrated and Open COVID-19 Data. EDBT 2021: 686-689 - [p8]Georgios M. Santipantakis, Christos Doulkeridis, George A. Vouros:
Link Discovery for Maritime Monitoring. Guide to Maritime Informatics 2021: 203-231 - 2020
- [j43]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): 6 (2020) - [j42]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: 540-555 (2020) - [j41]Andreas Karampelas, George A. Vouros:
Time and Space Efficient Large Scale Link Discovery using String Similarities. Fundam. Informaticae 172(3): 299-325 (2020) - [j40]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: e4 (2020) - [c96]George A. Vouros, Apostolos Glenis, Christos Doulkeridis:
The Delta Big Data Architecture for Mobility Analytics. BigDataService 2020: 25-32 - [c95]Apostolos Glenis, George A. Vouros:
Balancing Between Scalability and Accuracy in Time-Series Classification for Stream and Batch Settings. DS 2020: 265-279 - [c94]Christos Spatharis, Konstantinos Blekas, George A. Vouros:
Apprenticeship learning of flight trajectories prediction with inverse reinforcement learning. SETN 2020: 241-249 - [p7]Gennady L. Andrienko, Natalia V. Andrienko, Georg Fuchs, Stefan Rüping, Jose Manuel Cordero Garcia, David Scarlatti, George A. Vouros, Ricardo Herranz, Rodrigo Marcos:
Visual Analytics in the Aviation and Maritime Domains. Big Data Analytics for Time-Critical Mobility Forecasting 2020: 59-84 - [p6]Georgios M. Santipantakis, George A. Vouros, Akrivi Vlachou, Christos Doulkeridis:
Modeling Mobility Data and Constructing Large Knowledge Graphs to Support Analytics: The datAcron Ontology. Big Data Analytics for Time-Critical Mobility Forecasting 2020: 123-153 - [p5]Georgios M. Santipantakis, Christos Doulkeridis, Akrivi Vlachou, George A. Vouros:
Integrating Data by Discovering Topological and Proximity Relations Among Spatiotemporal Entities. Big Data Analytics for Time-Critical Mobility Forecasting 2020: 155-179 - [p4]Panagiotis Nikitopoulos, Nikolaos Koutroumanis, Akrivi Vlachou, Christos Doulkeridis, George A. Vouros:
Distributed Storage of Large Knowledge Graphs with Mobility Data. Big Data Analytics for Time-Critical Mobility Forecasting 2020: 181-211 - [p3]George A. Vouros, Apostolos Glenis, Christos Doulkeridis:
The δ Big Data Architecture for Mobility Analytics. Big Data Analytics for Time-Critical Mobility Forecasting 2020: 315-339 - [e12]George A. Vouros, Gennady L. Andrienko, Christos Doulkeridis, Nikolaos Pelekis, Alexander Artikis, Anne-Laure Jousselme, Cyril Ray, José Manuel Cordero Garcia, David Scarlatti:
Big Data Analytics for Time-Critical Mobility Forecasting, From Raw Data to Trajectory-Oriented Mobility Analytics in the Aviation and Maritime Domains. Springer 2020, ISBN 978-3-030-45163-9 [contents] - [i10]Alevizos Bastas, Theocharis Kravaris, George A. Vouros:
Data Driven Aircraft Trajectory Prediction with Deep Imitation Learning. CoRR abs/2005.07960 (2020) - [i9]Georgios M. Santipantakis, George A. Vouros, Christos Doulkeridis:
Towards Integrated and Open COVID-19 Data. CoRR abs/2008.04045 (2020)
2010 – 2019
- 2019
- [j39]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): 323-327 (2019) - [j38]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): 235-262 (2019) - [c93]Nikolaos Koutroumanis, Georgios M. Santipantakis, Apostolos Glenis, Christos Doulkeridis, George A. Vouros:
Integration of Mobility Data with Weather Information. EDBT/ICDT Workshops 2019 - [c92]Christos Spatharis, Konstantinos Blekas, Alevizos Bastas, Theocharis Kravaris, George A. Vouros:
Collaborative multiagent reinforcement learning schemes for air traffic management. IISA 2019: 1-8 - [c91]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: 439-447 - [c90]Georgios M. Santipantakis, Apostolos Glenis, Christos Doulkeridis, Akrivi Vlachou, George A. Vouros:
stLD: towards a spatio-temporal link discovery framework. SBD@SIGMOD 2019: 4:1-4:6 - [c89]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: 194-197 - [i8]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 abs/1912.06860 (2019) - 2018
- [j37]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): 91-96 (2018) - [c88]Panagiotis Nikitopoulos, Akrivi Vlachou, Christos Doulkeridis, George A. Vouros:
DiStRDF: Distributed Spatio-temporal RDF Queries on Spark. EDBT/ICDT Workshops 2018: 125-132 - [c87]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: 612-623 - [c86]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: 662-665 - [c85]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: 2:1-2:9 - [c84]Georgios M. Santipantakis, Akrivi Vlachou, Christos Doulkeridis, Alexander Artikis, Ioannis Kontopoulos, George A. Vouros:
A Stream Reasoning System for Maritime Monitoring. TIME 2018: 20:1-20:17 - [c83]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: 130-140 - [c82]Andreas Karampelas, George A. Vouros:
Time and Space Efficient Large-Scale Link Discovery using String Similarities. WIMS 2018: 26:1-26:9 - [c81]Georgios M. Santipantakis, Konstantinos I. Kotis, George A. Vouros, Christos Doulkeridis:
RDF-Gen: Generating RDF from Streaming and Archival Data. WIMS 2018: 28:1-28:10 - [e11]Christos Doulkeridis, George A. Vouros, Qiang Qu, Shuhui Wang:
Mobility Analytics for Spatio-Temporal and Social Data - First International Workshop, MATES 2017, Munich, Germany, September 1, 2017, Revised Selected Papers. Lecture Notes in Computer Science 10731, Springer 2018, ISBN 978-3-319-73520-7 [contents] - [i7]Georgios M. Santipantakis, Christos Doulkeridis, George A. Vouros, Akrivi Vlachou:
MaskLink: Efficient Link Discovery for Spatial Relations via Masking Areas. CoRR abs/1803.01135 (2018) - 2017
- [j36]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: 464-483 (2017) - [j35]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): 25-39 (2017) - [c80]George A. Vouros:
Learning Conventions via Social Reinforcement Learning in Complex and Open Settings. AAMAS 2017: 455-463 - [c79]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: 192-197 - [c78]Christos Doulkeridis, Nikos Pelekis, Yannis Theodoridis, George A. Vouros:
Big Data Management and Analytics for Mobility Forecasting in datAcron. EDBT/ICDT Workshops 2017 - [c77]Georgios M. Santipantakis, George A. Vouros, Apostolos Glenis, Christos Doulkeridis, Akrivi Vlachou:
The datAcron Ontology for Semantic Trajectories. ESWC (Satellite Events) 2017: 26-30 - [c76]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: 17-24 - [c75]George A. Vouros, Christos Doulkeridis, Georgios M. Santipantakis, Akrivi Vlachou:
Taming Big Maritime Data to Support Analytics. IF&GIS 2017: 15-27 - [c74]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: 238-255 - 2016
- [c73]Panagiotis Kofinas, George A. Vouros, Anastasios I. Dounis:
Energy Management in Solar Microgrid via Reinforcement Learning. SETN 2016: 12:1-12:7 - [e10]Michael Rovatsos, George A. Vouros, Vicente Julián:
Multi-Agent Systems and Agreement Technologies - 13th European Conference, EUMAS 2015, and Third International Conference, AT 2015, Athens, Greece, December 17-18, 2015, Revised Selected Papers. Lecture Notes in Computer Science 9571, Springer 2016, ISBN 978-3-319-33508-7 [contents] - [e9]Nick Bassiliades, Antonis Bikakis, Dimitris Vrakas, Ioannis P. Vlahavas, George A. Vouros:
Proceedings of the 9th Hellenic Conference on Artificial Intelligence, SETN 2016, Thessaloniki, Greece, May 18-20, 2016. ACM 2016, ISBN 978-1-4503-3734-2 [contents] - 2015
- [j34]George A. Vouros:
Decentralized semantic coordination of interconnected entities via belief propagation. AI Commun. 28(4): 617-634 (2015) - [j33]Georgios M. Santipantakis, George A. Vouros:
Decomposing Ontologies for the Construction of Distributed Knowledge Bases: The mONTul Method. Int. J. Artif. Intell. Tools 24(5): 1540022:1-1540022:37 (2015) - [j32]Carlos Iván Chesñevar, Eva Onaindia, Sascha Ossowski, George A. Vouros:
Special issue on agreement technologies. Inf. Syst. Frontiers 17(4): 707-711 (2015) - [j31]Georgios M. Santipantakis, George A. Vouros:
Distributed reasoning with coupled ontologies: the E-SHIQ representation framework. Knowl. Inf. Syst. 45(2): 491-534 (2015) - [j30]Anastasios Skarlatidis, Georgios Paliouras, Alexander Artikis, George A. Vouros:
Probabilistic Event Calculus for Event Recognition. ACM Trans. Comput. Log. 16(2): 11:1-11:37 (2015) - [c72]George A. Vouros:
The Emergence of Norms via Contextual Agreements in Open Societies. CARE/MFSC@AAMAS 2015: 185-201 - [c71]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: 41-48 - [c70]Georgios M. Santipantakis, Konstantinos I. Kotis, George A. Vouros:
Ontology-based data sources' integration for maritime event recognition. IISA 2015: 1-6 - [c69]Georgios M. Santipantakis, Konstantinos I. Kotis, George A. Vouros:
Ontology-Based Data Integration for Event Recognition in the Maritime Domain. WIMS 2015: 6:1-6:11 - [i6]George A. Vouros:
The Emergence of Norms via Contextual Agreements in Open Societies. CoRR abs/1503.07017 (2015) - 2014
- [c68]Georgios M. Santipantakis, George A. Vouros:
Constructing E-SHIQ Distributed Knowledge Bases via Ontology Modularization: The mONTul method. WoMO@FOIS 2014 - [c67]Georgios M. Santipantakis, George A. Vouros:
Modularizing Ontologies for the Construction of $E-\mathcal{SHIQ}$ Distributed Knowledge Bases. SETN 2014: 192-206 - [i5]Konstantinos Kotis, Iraklis I. Athanasakis, George A. Vouros:
Semantic Integration & Single-Site Opening of Multiple Governmental Data Sources. CoRR abs/1407.0481 (2014) - 2013
- [j29]Gordan Jezic, Sascha Ossowski, Francesca Toni, George A. Vouros:
Preface to the special issue on Agreement Technologies. Artif. Intell. Rev. 39(1): 1-3 (2013) - [j28]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): 21-38 (2013) - [c66]George A. Vouros:
Decentralized semantic coordination via belief propagation. AAMAS 2013: 1207-1208 - [c65]Antonis Koukourikos, Vangelis Karkaletsis, George A. Vouros:
Exploiting unstructured web information for managing linked data spaces. Panhellenic Conference on Informatics 2013: 294-299 - [c64]Antonis Koukourikos, George A. Vouros, Vangelis Karkaletsis:
SYNTHESIS: results for the Ontology Alignment Evaluation Initiative (OAEI) 2013. OM 2013: 190-196 - [c63]George A. Vouros:
Combining ontologies in settings with multiple agents. WoMO 2013 - [c62]Konstantinos Raptis, George A. Vouros, Evangelos Kapros:
Exploring Factors and Policies for Poverty by Agent-based Simulation. CSER 2013: 1-10 - [e8]Carlos Iván Chesñevar, Eva Onaindia, Sascha Ossowski, George A. Vouros:
Agreement Technologies - Second International Conference, AT 2013, Beijing, China, August 1-2, 2013. Proceedings. Lecture Notes in Computer Science 8068, Springer 2013, ISBN 978-3-642-39859-9 [contents] - [i4]George A. Vouros, Georgios M. Santipantakis:
Combining Ontologies with Correspondences and Link Relations: The E-SHIQ Representation Framework. CoRR abs/1310.2493 (2013) - 2012
- [j27]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): 26-68 (2012) - [j26]Vassilis Spiliopoulos, George A. Vouros:
Synthesizing Ontology Alignment Methods Using the Max-Sum Algorithm. IEEE Trans. Knowl. Data Eng. 24(5): 940-951 (2012) - [j25]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): 6:1-6:31 (2012) - [c61]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: 260-261 - [c60]George A. Vouros:
Decentralized Semantic Coordination Via Belief Propagation. AT 2012: 266-280 - [c59]Georgios M. Santipantakis, George A. Vouros:
The E-SHIQ Contextual Logic Framework. AT 2012: 300-301 - [c58]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: 117-122 - [c57]Antonis Koukourikos, Vangelis Karkaletsis, George A. Vouros:
Towards Enriching Linked Open Data via Open Information Extraction. KNOW@LOD 2012: 37-42 - [c56]Georgios M. Santipantakis, George A. Vouros:
Modularizing OWL Ontologies Using $E^{DDL}_{HQ^+}$ $\mathcal{SHIQ}$. ICTAI 2012: 411-418 - [c55]George Giannakopoulos, Vangelis Karkaletsis, George A. Vouros:
Detecting Human Features in Summaries - Symbol Sequence Statistical Regularity. SETN 2012: 114-123 - [c54]George A. Vouros:
Information Sharing and Searching via Collaborative Reinforcement Learning. SETN 2012: 132-140 - [c53]Georgios M. Santipantakis, George A. Vouros:
Distributed Instance Retrieval in $E^{DDL} _{HQ^+}$ $\mathcal{SHIQ}$ Representation Framework. SETN 2012: 141-148 - [c52]George A. Vouros, Georgios M. Santipantakis:
Distributed Reasoning with EDDLHQ+ SHIQ. WoMO 2012 - [e7]Sascha Ossowski, Francesca Toni, George A. Vouros:
Proceedings of the First International Conference on Agreement Technologies, AT 2012, Dubrovnik, Croatia, October 15-16, 2012. CEUR Workshop Proceedings 918, CEUR-WS.org 2012 [contents] - [i3]Anastasios Skarlatidis, Georgios Paliouras, Alexander Artikis, George A. Vouros:
Probabilistic Event Calculus for Event Recognition. CoRR abs/1207.3270 (2012) - 2011
- [j24]Elias Zavitsanos, Georgios Paliouras, George A. Vouros:
Non-Parametric Estimation of Topic Hierarchies from Texts with Hierarchical Dirichlet Processes. J. Mach. Learn. Res. 12: 2749-2775 (2011) - [j23]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): 1710-1742 (2011) - [j22]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): 1635-1648 (2011) - [c51]Anastasios Skarlatidis, Georgios Paliouras, George A. Vouros, Alexander Artikis:
Probabilistic Event Calculus Based on Markov Logic Networks. RuleML America 2011: 155-170 - [c50]Elias Zavitsanos, George A. Vouros, Georgios Paliouras:
Classifying Users and Identifying User Interests in Folksonomies. SPIM 2011: 66-77 - [e6]Marina De Vos, Nicoletta Fornara, Jeremy V. Pitt, George A. Vouros:
Coordination, Organizations, Institutions, and Norms in Agent Systems VI - COIN 2010 International Workshops, COIN@AAMAS 2010, Toronto, Canada, May 2010, COIN@MALLOW 2010, Lyon, France, August 2010, Revised Selected Papers. Lecture Notes in Computer Science 6541, Springer 2011, ISBN 978-3-642-21267-3 [contents] - 2010
- [j21]George A. Vouros, Andreas Papasalouros, Konstantinos Tzonas, Alexandros G. Valarakos, Konstantinos Kotis, Jorge-Arnulfo Quiané-Ruiz, Philippe Lamarre, Patrick Valduriez:
A semantic information system for services and traded resources in Grid e-markets. Future Gener. Comput. Syst. 26(7): 916-933 (2010) - [j20]Elias Zavitsanos, Georgios Paliouras, George A. Vouros, Sergios Petridis:
Learning subsumption hierarchies of ontology concepts from texts. Web Intell. Agent Syst. 8(1): 37-51 (2010) - [j19]Vassilis Spiliopoulos, George A. Vouros, Vangelis Karkaletsis:
On the discovery of subsumption relations for the alignment of ontologies. J. Web Semant. 8(1): 69-88 (2010) - [c49]Alexandros G. Valarakos, George A. Vouros:
Computing the Data Semantics of WSDL Specifications via Gradient Boosting. ECAI 2010: 503-508 - [c48]Vassiliki Rentoumi, Stefanos Petrakis, Manfred Klenner,