George A. Vouros

University of Piraeus — Greece

Computer Science · Physical Sciences

28h-index3.6kcitations269works2.52yr avg
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Research Topics

Semantic Web and Ontologies(103), Service-Oriented Architecture and Web Services(45), Data Management and Algorithms(37), Multi-Agent Systems and Negotiation(36), Natural Language Processing Techniques(31)

Publications269 total

Scalable Univariate and Multivariate Time-Series Classifiers with Deep Learning Methods Exploiting Symbolic Representations
Computers·2025Open Access
Leveraging LLMs for Collaborative Ontology Engineering in Parkinson Disease Monitoring and Alerting
arXiv (Cornell University)·2025Open Access
A Multimodal Alignment-Based Anomaly Detection Method for Bankruptcy Prediction
2025· 1 citedOpen Access
Learning safe, constrained policies via imitation learning: Connection to Probabilistic Inference and a Naive Algorithm
arXiv (Cornell University)·2025Open Access
Efficient Autonomous Marine Vessel Navigation with Safe Deep Reinforcement Learning
2025
An Extended Benchmarking of Multi-Agent Reinforcement Learning Algorithms in Complex Fully Cooperative Tasks
2025
Enhancing Cooperative Multi-Agent Reinforcement Learning with State Modelling and Adversarial Exploration
arXiv (Cornell University)·2025Open Access
Modular and Multimodal Generative Adversarial Imitation Learning for Modeling Flight Trajectories
Journal of Air Transportation·2025
Ranking Joint Policies in Dynamic Games using Evolutionary Dynamics
arXiv (Cornell University)·2025Open Access
An Extended Benchmarking of Multi-Agent Reinforcement Learning Algorithms in Complex Fully Cooperative Tasks
arXiv (Cornell University)·2025Open Access
Big Mobility Data Analytics (BMDA)
University of Southern Denmark Research Portal (University of Southern Denmark)·2025
LLM-Assisted Generation of SWRL Rules from Natural Language
2024· 2 cited
Bankruptcy Prediction: Data Augmentation, LLMs and the Need for Auditor's Opinion
2024· 7 citedOpen Access
Machine-Learning Methods Estimating Flights’ Hidden Parameters for the Prediction of KPIs
Aerospace·2024Open Access
From Human- to LLM-Centered Collaborative Ontology Engineering
Applied Ontology·2024· 12 cited
Transferable aircraft trajectory prediction with generative deep imitation learning
International Journal of Data Science and Analytics·2024· 3 cited
Modelling flight trajectories with multi-modal generative adversarial imitation learning
Applied Intelligence·2024· 4 cited
Real-Time Semantic Data Integration and Reasoning in Life- and Time-Critical Decision Support Systems
Electronics·2024· 10 citedOpen Access
SCALE-BOSS-MR: Scalable Time Series Classification Using Multiple Symbolic Representations
Applied Sciences·2024· 6 citedOpen Access
Integrating LLMs in the Engineering of a SAR Ontology
IFIP advances in information and communication technology·2024· 3 citedOpen Access
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Frequent Co-authors

Konstantinos Kotis(9), Vangelis Karkaletsis(9), Christos Doulkeridis(9), Georgios M. Santipantakis(9), Akrivi Vlachou(8), Γεώργιος Παλιούρας(6), Gennady Andrienko(6), Natalia Andrienko(6), Vassilis Spiliopoulos(5), José Manuel Cordero García(5), Alexander Artikis(4), Alexandros G. Valarakos(4), Panagiotis Kofinas(3), Anastasios I. Dounis(3), Vassiliki Rentoumi(3), Elias Zavitsanos(3), Christophe Claramunt(3), Cyril Ray(3), Elena Camossi(3), Yannis Theodoridis(3)