George A. Vouros

Orcid: 0000-0001-5451-622X

Affiliations:
  • University of Piraeus, Department of Digital Systems


According to our database1, George A. Vouros authored at least 174 papers between 1989 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Modelling flight trajectories with multi-modal generative adversarial imitation learning.
Appl. Intell., June, 2024

Deep reinforcement learning in service of air traffic controllers to resolve tactical conflicts.
Expert Syst. Appl., February, 2024

Integrating LLMs in the Engineering of a SAR Ontology.
Proceedings of the Artificial Intelligence Applications and Innovations, 2024

Bankruptcy Prediction: Data Augmentation, LLMs and the Need for Auditor's Opinion.
Proceedings of the 5th ACM International Conference on AI in Finance, 2024

LLMs for the Engineering of a Parkinson Disease Monitoring and Alerting Ontology.
Proceedings of the Joint Proceedings of the ESWC 2024 Workshops and Tutorials co-located with 21th European Semantic Web Conference (ESWC 2024), 2024

2023
The Piraeus AIS data set expressed under the vesselAI ontology.
Dataset, October, 2023

Explaining deep reinforcement learning decisions in complex multiagent settings: towards enabling automation in air traffic flow management.
Appl. Intell., February, 2023

Hierarchical multiagent reinforcement learning schemes for air traffic management.
Neural Comput. Appl., 2023

Explainable Deep Reinforcement Learning: State of the Art and Challenges.
ACM Comput. Surv., 2023

XDQN: Inherently Interpretable DQN through Mimicking.
CoRR, 2023

Inherently Interpretable Deep Reinforcement Learning Through Online Mimicking.
Proceedings of the Explainable and Transparent AI and Multi-Agent Systems, 2023

An Ontology for Representing and Querying Semantic Trajectories in the Maritime Domain.
Proceedings of the Advances in Databases and Information Systems, 2023

2022
RDF-Gen: generating RDF triples from big data sources.
Knowl. Inf. Syst., 2022

Data-driven prediction of Air Traffic Controllers reactions to resolving conflicts.
Inf. Sci., 2022

Supporting Visual Exploration of Iterative Job Scheduling.
IEEE Computer Graphics and Applications, 2022

Tutorial on Explainable Deep Reinforcement Learning: One framework, three paradigms and many challenges.
Proceedings of the SETN 2022: 12th Hellenic Conference on Artificial Intelligence, Corfu, Greece, September 7, 2022

SCALE-BOSS: A framework for scalable time-series classification using symbolic representations.
Proceedings of the SETN 2022: 12th Hellenic Conference on Artificial Intelligence, Corfu, Greece, September 7, 2022

Automating the Resolution of Flight Conflicts: Deep Reinforcement Learning in Service of Air Traffic Controllers.
Proceedings of the PAIS 2022, 2022

2021
Parallel and scalable processing of spatio-temporal RDF queries using Spark.
GeoInformatica, 2021

Scalable enrichment of mobility data with weather information.
GeoInformatica, 2021

Coronis: Towards Integrated and Open COVID-19 Data.
Proceedings of the 24th International Conference on Extending Database Technology, 2021

Link Discovery for Maritime Monitoring.
Proceedings of the Guide to Maritime Informatics., 2021

2020
Ontology engineering methodologies for the evolution of living and reused ontologies: status, trends, findings and recommendations.
Knowl. Eng. Rev., 2020

Time and Space Efficient Large Scale Link Discovery using String Similarities.
Fundam. Informaticae, 2020

SPARTAN: Semantic integration of big spatio-temporal data from streaming and archival sources.
Future Gener. Comput. Syst., 2020

Towards Integrated and Open COVID-19 Data.
CoRR, 2020

Data Driven Aircraft Trajectory Prediction with Deep Imitation Learning.
CoRR, 2020

A Semantic Mixed Reality Framework for Shared Cultural Experiences Ecosystems.
Big Data Cogn. Comput., 2020

Apprenticeship learning of flight trajectories prediction with inverse reinforcement learning.
Proceedings of the SETN 2020: 11th Hellenic Conference on Artificial Intelligence, 2020

Balancing Between Scalability and Accuracy in Time-Series Classification for Stream and Batch Settings.
Proceedings of the Discovery Science - 23rd International Conference, 2020

The Delta Big Data Architecture for Mobility Analytics.
Proceedings of the 6th IEEE International Conference on Big Data Computing Service and Applications, 2020

The <i>δ</i> Big Data Architecture for Mobility Analytics.
Proceedings of the Big Data Analytics for Time-Critical Mobility Forecasting, 2020

Modeling Mobility Data and Constructing Large Knowledge Graphs to Support Analytics: The datAcron Ontology.
Proceedings of the Big Data Analytics for Time-Critical Mobility Forecasting, 2020

Integrating Data by Discovering Topological and Proximity Relations Among Spatiotemporal Entities.
Proceedings of the Big Data Analytics for Time-Critical Mobility Forecasting, 2020

Distributed Storage of Large Knowledge Graphs with Mobility Data.
Proceedings of the Big Data Analytics for Time-Critical Mobility Forecasting, 2020

Visual Analytics in the Aviation and Maritime Domains.
Proceedings of the Big Data Analytics for Time-Critical Mobility Forecasting, 2020

2019
The datAcron Ontology for the Specification of Semantic Trajectories - Specification of Semantic Trajectories for Data Transformations Supporting Visual Analytics.
J. Data Semant., 2019

Guest Editorial: Special issue on mobility analytics for spatio-temporal and social data.
GeoInformatica, 2019

Resolving Congestions in the Air Traffic Management Domain via Multiagent Reinforcement Learning Methods.
CoRR, 2019


stLD: towards a spatio-temporal link discovery framework.
Proceedings of the International Workshop on Semantic Big Data, 2019

Efficient spatio-temporal RDF query processing in large dynamic knowledge bases.
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019

Collaborative multiagent reinforcement learning schemes for air traffic management.
Proceedings of the 10th International Conference on Information, 2019

Integration of Mobility Data with Weather Information.
Proceedings of the Workshops of the EDBT/ICDT 2019 Joint Conference, 2019

2018
MaskLink: Efficient Link Discovery for Spatial Relations via Masking Areas.
CoRR, 2018

AI in Greece: The Case of Research on Linked Geospa al Data.
AI Mag., 2018

RDF-Gen: Generating RDF from Streaming and Archival Data.
Proceedings of the 8th International Conference on Web Intelligence, Mining and Semantics, 2018

Increasing Maritime Situation Awareness via Trajectory Detection, Enrichment and Recognition of Events.
Proceedings of the Web and Wireless Geographical Information Systems, 2018

A Stream Reasoning System for Maritime Monitoring.
Proceedings of the 25th International Symposium on Temporal Representation and Reasoning, 2018

Multiagent Reinforcement Learning Methods to Resolve Demand Capacity Balance Problems.
Proceedings of the 10th Hellenic Conference on Artificial Intelligence, 2018


FAIMUSS: Flexible Data Transformation to RDF from Multiple Streaming Sources.
Proceedings of the 21st International Conference on Extending Database Technology, 2018

DiStRDF: Distributed Spatio-temporal RDF Queries on Spark.
Proceedings of the Workshops of the EDBT/ICDT 2018 Joint Conference (EDBT/ICDT 2018), 2018

2017
Visual exploration of movement and event data with interactive time masks.
Vis. Informatics, 2017

OBDAIR: Ontology-Based Distributed framework for Accessing, Integrating and Reasoning with data in disparate data sources.
Expert Syst. Appl., 2017

Learning Policies for Resolving Demand-Capacity Imbalances During Pre-tactical Air Traffic Management.
Proceedings of the Multiagent System Technologies - 15th German Conference, 2017

Taming Big Maritime Data to Support Analytics.
Proceedings of the Information Fusion and Intelligent Geographic Information Systems (IF&IGIS'17), 2017

Specification of Semantic Trajectories Supporting Data Transformations for Analytics: The datAcron Ontology.
Proceedings of the 13th International Conference on Semantic Systems, 2017

The datAcron Ontology for Semantic Trajectories.
Proceedings of the Semantic Web: ESWC 2017 Satellite Events - ESWC 2017 Satellite Events, Portorož, Slovenia, May 28, 2017

Big Data Management and Analytics for Mobility Forecasting in datAcron.
Proceedings of the Workshops of the EDBT/ICDT 2017 Joint Conference (EDBT/ICDT 2017), 2017

Maritime data integration and analysis: recent progress and research challenges.
Proceedings of the 20th International Conference on Extending Database Technology, 2017

Learning Conventions via Social Reinforcement Learning in Complex and Open Settings.
Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017

2016
Energy Management in Solar Microgrid via Reinforcement Learning.
Proceedings of the 9th Hellenic Conference on Artificial Intelligence, 2016

2015
Probabilistic Event Calculus for Event Recognition.
ACM Trans. Comput. Log., 2015

Distributed reasoning with coupled ontologies: the E-SHIQ representation framework.
Knowl. Inf. Syst., 2015

Special issue on agreement technologies.
Inf. Syst. Frontiers, 2015

Decomposing Ontologies for the Construction of Distributed Knowledge Bases: The <i>mONTul</i> Method.
Int. J. Artif. Intell. Tools, 2015

Decentralized semantic coordination of interconnected entities via belief propagation.
AI Commun., 2015

Ontology-Based Data Integration for Event Recognition in the Maritime Domain.
Proceedings of the 5th International Conference on Web Intelligence, Mining and Semantics, 2015

Ontology-based data sources' integration for maritime event recognition.
Proceedings of the 6th International Conference on Information, 2015

Accessing and reasoning with data from disparate data sources using modular ontologies and OBDA.
Proceedings of the 11th International Conference on Semantic Systems, 2015

The Emergence of Norms via Contextual Agreements in Open Societies.
Proceedings of the Advances in Social Computing and Multiagent Systems, 2015

2014
Semantic Integration & Single-Site Opening of Multiple Governmental Data Sources.
CoRR, 2014

Modularizing Ontologies for the Construction of $E-\mathcal{SHIQ}$ Distributed Knowledge Bases.
Proceedings of the Artificial Intelligence: Methods and Applications, 2014

Constructing E-SHIQ Distributed Knowledge Bases via Ontology Modularization: The mONTul method.
Proceedings of the 8th International Workshop on Modular Ontologies co-located with the 8th International Conference on Formal Ontology in Information Systems (FOIS 2014), 2014

2013
Exploring Factors and Policies for Poverty by Agent-based Simulation.
Proceedings of the Conference on Systems Engineering Research, 2013

Combining Ontologies with Correspondences and Link Relations: The E-SHIQ Representation Framework.
CoRR, 2013

Preface to the special issue on Agreement Technologies.
Artif. Intell. Rev., 2013

The role of the environment in agreement technologies.
Artif. Intell. Rev., 2013

Combining ontologies in settings with multiple agents.
Proceedings of the 7th International Workshop on Modular Ontologies co-located with the 12th International Conference on Logic Programming and Non-monotonic Reasoning (LPNMR 2013), 2013

SYNTHESIS: results for the Ontology Alignment Evaluation Initiative (OAEI) 2013.
Proceedings of the 8th International Workshop on Ontology Matching co-located with the 12th International Semantic Web Conference (ISWC 2013), 2013

Exploiting unstructured web information for managing linked data spaces.
Proceedings of the 17th Panhellenic Conference on Informatics, 2013

2012
Investigating Metaphorical Language in Sentiment Analysis: A Sense-to-Sentiment Perspective.
ACM Trans. Speech Lang. Process., 2012

Synthesizing Ontology Alignment Methods Using the Max-Sum Algorithm.
IEEE Trans. Knowl. Data Eng., 2012

Overlay networks for task allocation and coordination in large-scale networks of cooperative agents.
Auton. Agents Multi Agent Syst., 2012

Distributed Reasoning with E<sup>DDL</sup><sub>HQ<sup>+</sup></sub> SHIQ.
Proceedings of the 6th International Workshop on Modular Ontologies, 2012

Information Sharing and Searching via Collaborative Reinforcement Learning.
Proceedings of the Artificial Intelligence: Theories and Applications, 2012

Distributed Instance Retrieval in $E^{DDL} _{HQ^+}$ $\mathcal{SHIQ}$ Representation Framework.
Proceedings of the Artificial Intelligence: Theories and Applications, 2012

Detecting Human Features in Summaries - Symbol Sequence Statistical Regularity.
Proceedings of the Artificial Intelligence: Theories and Applications, 2012

Modularizing OWL Ontologies Using $E^{DDL}_{HQ^+}$ $\mathcal{SHIQ}$.
Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012

Towards Enriching Linked Open Data via Open Information Extraction.
Proceedings of the First International Workshop on Knowledge Discovery and Data Mining Meets Linked Open Data, 2012

Using Open Information Extraction and Linked Open Data towards Ontology Enrichment and Alignment.
Proceedings of the Advanced Information Systems Engineering Workshops, 2012

Decentralized Semantic Coordination Via Belief Propagation.
Proceedings of the First International Conference on Agreement Technologies, 2012

The E-SHIQ Contextual Logic Framework.
Proceedings of the First International Conference on Agreement Technologies, 2012


2011
Gold Standard Evaluation of Ontology Learning Methods through Ontology Transformation and Alignment.
IEEE Trans. Knowl. Data Eng., 2011

Enhancing the Collective Knowledge for the Engineering of Ontologies in Open and Socially Constructed Learning Spaces.
J. Univers. Comput. Sci., 2011

Non-Parametric Estimation of Topic Hierarchies from Texts with Hierarchical Dirichlet Processes.
J. Mach. Learn. Res., 2011

Classifying Users and Identifying User Interests in Folksonomies.
Proceedings of the second Workshop on Semantic Personalized Information Management: Retrieval and Recommendation 2011, 2011

Probabilistic Event Calculus Based on Markov Logic Networks.
Proceedings of the Rule-Based Modeling and Computing on the Semantic Web, 2011

2010
On the discovery of subsumption relations for the alignment of ontologies.
J. Web Semant., 2010

Learning subsumption hierarchies of ontology concepts from texts.
Web Intell. Agent Syst., 2010

A semantic information system for services and traded resources in Grid e-markets.
Future Gener. Comput. Syst., 2010

MUDOS-NG: Multi-document Summaries Using N-gram Graphs (Tech Report)
CoRR, 2010

A Collaborative System for Sentiment Analysis.
Proceedings of the Artificial Intelligence: Theories, 2010

United we Stand: Improving Sentiment Analysis by Joining Machine Learning and Rule Based Methods.
Proceedings of the International Conference on Language Resources and Evaluation, 2010

Computing the Data Semantics of WSDL Specifications via Gradient Boosting.
Proceedings of the ECAI 2010, 2010

2009
AUTOMS-F: A Framework for the Synthesis of Ontology Mapping Methods.
Proceedings of the Networked Knowledge - Networked Media, 2009

AI in Greece.
IEEE Intell. Syst., 2009

An Expedient Study on Back-Propagation (BPN) Neural Networks for Modeling Automated Evaluation of the Answers and Progress of Deaf Students' That Possess Basic Knowledge of the English Language and Computer Skills.
Proceedings of the Best Practices for the Knowledge Society. Knowledge, 2009

Results of the Ontology Alignment Evaluation Initiative 2009.
Proceedings of the 4th International Workshop on Ontology Matching (OM-2009) collocated with the 8th International Semantic Web Conference (ISWC-2009) Chantilly, 2009

Sentiment Analysis of Figurative Language using a Word Sense Disambiguation Approach.
Proceedings of the Recent Advances in Natural Language Processing, 2009

Adaptive Electronic Institutions for Negotiations.
Proceedings of the Artificial Intelligence Applications and Innovations III, 2009

Providing Assistance during Decision-making Problems Solving in an Educational Modelling Environment.
Proceedings of the Artificial Intelligence Applications and Innovations III, 2009

Semantics based Reconciliaton for Collaborative Ontology Evolution.
Proceedings of the KEOD 2009 - Proceedings of the International Conference on Knowledge Engineering and Ontology Development, Funchal, 2009

2008
Summarization system evaluation revisited: N-gram graphs.
ACM Trans. Speech Lang. Process., 2008

The Grid4All ontology for the retrieval of traded resources in a market-oriented grid.
Int. J. Web Grid Serv., 2008

Semantic retrieval and ranking of Semantic Web documents using free-form queries.
Int. J. Metadata Semant. Ontologies, 2008

The Development of a Self-assessment System for the Learners Answers with the Use of GPNN.
Proceedings of the Emerging Technologies and Information Systems for the Knowledge Society, 2008

Testing the Use of N-gram Graphs in Summarization Sub-tasks.
Proceedings of the First Text Analysis Conference, 2008

Learning Ontologies of Appropriate Size.
Proceedings of the Artificial Intelligence: Theories, 2008

Uncovering WSDL Specifications' Data Semantics.
Proceedings of the Second International Workshop on Service Matchmaking and Resource Retrieval in the Semantic Web, 2008

Look Ma, No Hands: Supporting the Semantic Discovery of Services without Ontologies.
Proceedings of the Second International Workshop on Service Matchmaking and Resource Retrieval in the Semantic Web, 2008

CSR: Discovering Subsumption Relations for the Alignment of Ontologies.
Proceedings of the Semantic Web: Research and Applications, 2008

Determining Automatically the Size of Learned Ontologies.
Proceedings of the ECAI 2008, 2008

The Grid4All Ontology for the Retrieval of Traded Resources in a Market-Oriented Grid.
Proceedings of the Second International Conference on Complex, 2008

Searching and sharing information in networks of heterogeneous agents.
Proceedings of the 7th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008), 2008

2007
Guest Editors' Introduction.
Int. J. Cooperative Inf. Syst., 2007

Discovering Subsumption Hierarchies of Ontology Concepts from Text Corpora.
Proceedings of the 2007 IEEE / WIC / ACM International Conference on Web Intelligence, 2007

Mapping Ontologies Elements using Features in a Latent Space.
Proceedings of the 2007 IEEE / WIC / ACM International Conference on Web Intelligence, 2007

The HCOME-3O Framework for Supporting the Collaborative Engineering of Evolving Ontologies.
Proceedings of the First International Workshop on Emergent Semantics and Ontology Evolution, 2007

Learning Subsumption Relations with CSR: a Classification based Method for the Alignment of Ontologies.
Proceedings of the 2nd International Workshop on Ontology Matching (OM-2007) Collocated with the 6th International Semantic Web Conference (ISWC-2007) and the 2nd Asian Semantic Web Conference (ASWC-2007), 2007

SEMA: Results for the Ontology Alignment Contest OAEI 2007.
Proceedings of the 2nd International Workshop on Ontology Matching (OM-2007) Collocated with the 6th International Semantic Web Conference (ISWC-2007) and the 2nd Asian Semantic Web Conference (ASWC-2007), 2007

Electronic Institutions Infrastructure for e-Chartering.
Proceedings of the Engineering Societies in the Agents World VIII, 2007

Development of an Intelligent Assessment System for Solo Taxonomies Using Fuzzy Logic.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2007

Information searching and sharing in large-scale dynamic networks.
Proceedings of the 6th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2007), 2007

Overlay networks for task allocation and coordination in dynamic large-scale networks of cooperative agents.
Proceedings of the 6th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2007), 2007

Machine Learning-Based Maintenance of Domain-Specific Application Ontologies.
Proceedings of the Ontologies: A Handbook of Principles, 2007

2006
Towards automatic merging of domain ontologies: The HCONE-merge approach.
J. Web Semant., 2006

Building common awareness in agent organizations.
Int. J. Knowl. Based Intell. Eng. Syst., 2006

Human-centered ontology engineering: The HCOME methodology.
Knowl. Inf. Syst., 2006

Agent-enhanced Collaborative Activity in Organized Settings.
Int. J. Cooperative Inf. Syst., 2006

Building an allergens ontology and maintaining it using machine learning techniques.
Comput. Biol. Medicine, 2006

Building intelligent collaborative interface agents with the ICAGENTdevelopment framework.
Auton. Agents Multi Agent Syst., 2006

Exploiting Group Thinking in Organization-Oriented Programming.
Proceedings of the Advances in Artificial Intelligence, 4th Helenic Conference on AI, 2006

Behaviour Flexibility in Dynamic and Unpredictable Environments: The ICagent Approach.
Proceedings of the Advances in Artificial Intelligence, 4th Helenic Conference on AI, 2006

AUTOMS: Automated Ontology Mapping through Synthesis of Methods.
Proceedings of the 1st International Workshop on Ontology Matching (OM-2006) Collocated with the 5th International Semantic Web Conference (ISWC-2006), 2006

An Intelligent System for Solo Taxonomy.
Proceedings of the Intelligent Information Processing III, 2006

2005
Multilingual, Ontology-Driven, Content-Based Search and Navigation of Information Items.
Appl. Artif. Intell., 2005

Agent role locking (ARL): theory for multi agent system with e-learning case study.
Proceedings of the AC 2005, 2005

Extending HCONE-Merge by Approximating the Intended Meaning of Ontology Concepts Iteratively.
Proceedings of the Semantic Web: Research and Applications, 2005

Using Socially Deliberating Agents in Organized Settings.
Proceedings of the Engineering Societies in the Agents World VI, 2005

Policies for Common Awareness in Organized Settings.
Proceedings of the Multi-Agent Systems and Applications IV, 2005

Individual beliefs and group acceptances within agent organizations.
Proceedings of the 4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2005), 2005

2004
Socially deliberating agents for human-centered knowledge management.
Proceedings of the IEEE International Conference on Systems, 2004

A Name-Matching Algorithm for Supporting Ontology Enrichment.
Proceedings of the Methods and Applications of Artificial Intelligence, 2004

HCOME: A Tool-Supported Methodology for Engineering Living Ontologies.
Proceedings of the Semantic Web and Databases, Second International Workshop, 2004

Agent role locking (ARL): Theory for agent oriented software engineering.
Proceedings of the IASTED Conference on Software Engineering and Applications, 2004

Survey and evaluation of agent oriented software engineering.
Proceedings of the IASTED International Conference on Software Engineering, 2004

The HCONE Approach to Ontology Merging.
Proceedings of the Semantic Web: Research and Applications, 2004

Enhancing Ontological Knowledge Through Ontology Population and Enrichment.
Proceedings of the Engineering Knowledge in the Age of the Semantic Web, 2004

Capturing Semantics Towards Automatic Coordination of Domain Ontologies.
Proceedings of the Artificial Intelligence: Methodology, 2004

2003
Technological issues towards knowledge-powered organizations.
J. Knowl. Manag., 2003

Realizing Human Centered Systems via Socially Deliberating Agents.
Proceedings of the Human-Computer Interaction: Universal Access in HCI: Inclusive Design in the Information Society, 2003

2002
Roles in Collaborative Activity.
Proceedings of the Methods and Applications of Artificial Intelligence, 2002

2000
Knowledge representation in an activated sludge plant diagnosis system.
Expert Syst. J. Knowl. Eng., 2000

Providing Advice to Website Designers Towards Effective Websites Re-Organization.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2000

Balancing between Reactivity and Deliberation in the ICAGENT Framework.
Proceedings of the Balancing Reactivity and Social Deliberation in Multi-Agent Systems, 2000

1998
A Knowledge-Based Methodology for Supporting Multilingual and User-Tailored Interfaces.
Interact. Comput., 1998

Buffer allocation in unreliable production lines using a knowledge based system.
Comput. Oper. Res., 1998

1997
Knowledge representation for interactive multimedia systems.
Knowl. Eng. Rev., 1997

1995
An Expert Loading System for Chemical and Product Carriers
Proceedings of the Database and Expert Systems Applications, 1995

1993
The Use of Terminological Knowledge Bases in Software Localization.
Proceedings of the Machine Translation and the Lexicon, 1993

1989
A Methodology for Conceptual Representation of Knowledge Using Attribute Grammars.
Angew. Inform., 1989


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