A neural network endowed with symbolic processing ability. - Dimitrios Vogiatzis; Andreas Stafylopatis (IJCNN, 1999)

Mapping the Growing Neural Gas to Situation Calculus. - Dimitrios Vogiatzis; Andreas Stafylopatis (ICANN, 2002)

Reinforcement learning for rule extraction from a labeled dataset. - Dimitrios Vogiatzis; Andreas Stafylopatis (Cogn. Syst. Res., 2002)

The Protein Structure Prediction Module of the Prot-Grid Information System. - Dimitrios Vogiatzis; Dimitrios Frosyniotis; George A. Papadopoulos (ICEIS (2), 2003)

The Learner's Mirror. - Dimitrios Vogiatzis; Aimilia Tzanavari; Symeon Retalis; Paris Avgeriou; Andreas Papasalouros (EuroPLoP, 2004)

Impairment Constrained Based Routing for Managed Reach WDM Optical Networks. - Dimitrios Vogiatzis; Carmen Mas Machuca; Ioannis Tomkos (NETWORKING, 2004)

Performance engineering of metropolitan area optical networks through impairment constraint routing. - Ioannis Tomkos; Dimitrios Vogiatzis; Carmen Mas; Ioannis Zacharopoulos; Anna Tzanakaki; Emmanouel A. Varvarigos (IEEE Commun. Mag., 2004)

Misbehavior Detection in Clustered Ad-hoc Networks with Central Control. - Spyridon Vassilaras; Dimitrios Vogiatzis; Gregory S. Yovanof (ITCC (2), 2005)

Design and Optimization of Reputation Mechanisms for Centralized Clustered Ad Hoc Networks. - Spyridon Vassilaras; Dimitrios Vogiatzis; Gregory S. Yovanof (Med-Hoc-Net, 2005)

Active Learning with Wavelets for Microarray Data. - Dimitrios Vogiatzis; Nicolas Tsapatsoulis (WILF, 2005)

Intelligent Classification and Retrieval of Software Components. - Andreas S. Andreou; Dimitrios Vogiatzis; George A. Papadopoulos (COMPSAC (2), 2006)

Missing Value Estimation for DNA Microarrays with Mutliresolution Schemes. - Dimitrios Vogiatzis; Nicolas Tsapatsoulis (ICANN (2), 2006)

Architecture Framework for Device Single Sign On in Personal Area Networks. - Appadodharana Chandershekarapuram; Dimitrios Vogiatzis; Spyridon Vassilaras; Gregory S. Yovanof (OTM Workshops (2), 2006)

Security and Cooperation in clustered mobile ad hoc networks with centralized supervision. - Spyridon Vassilaras; Dimitrios Vogiatzis; Gregory S. Yovanof (IEEE J. Sel. Areas Commun., 2006)

Clustering Microarray Data with Space Filling Curves. - Dimitrios Vogiatzis; Nicolas Tsapatsoulis (WILF, 2007)

A framework for human-robot interaction. - Dimitrios Vogiatzis; Vangelis Karkaletsis (PETRA, 2008)

Modeling User Networks in Recommender Systems. - Dimitrios Vogiatzis; Nicolas Tsapatsoulis (SMAP, 2008)

Active learning for microarray data. - Dimitrios Vogiatzis; Nicolas Tsapatsoulis (Int. J. Approx. Reason., 2008)

INDIGO project: personality and dialogue enabled cognitive robots. - Vangelis Karkaletsis; Stasinos Konstantopoulos; Dimitris Bilidas; Dimitrios Vogiatzis (PETRA, 2010)

Expert based prediction of user preferences. - Maria Dima; Dimitrios Vogiatzis; George Paliouras; Panagiotis Stamatopoulos (SMAP, 2010)

A cognitive framework for robot guides in art collections. - Dimitrios Vogiatzis; Vangelis Karkaletsis (Univers. Access Inf. Soc., 2011)

Authoring Semantic and Linguistic Knowledge for the Dynamic Generation of Personalized Descriptions. - Stasinos Konstantopoulos; Vangelis Karkaletsis; Dimitrios Vogiatzis; Dimitris Bilidas (Language Technology for Cultural Heritage, 2011)

Expert and community based style advice. - Dimitrios Vogiatzis; Dimitrios Pierrakos; Georgios Paliouras; S. Jenkyn-Jones; B. J. H. H. A. Possen (Expert Syst. Appl., 2012)

Influence Study on Hyper-Graphs. - Dimitrios Vogiatzis (AAAI Fall Symposia, 2013)

Influential Users in Social Networks. - Dimitrios Vogiatzis (Semantic Hyper/Multimedia Adaptation, 2013)

Similarity-Based User Identification Across Social Networks. - Katerina Zamani; Georgios Paliouras; Dimitrios Vogiatzis (SIMBAD, 2015)

Predicting the Evolution of Communities in Social Networks. - Georgios Diakidis; Despoina Karna; Dimitris Fasarakis-Hilliard; Dimitrios Vogiatzis; George Paliouras (WIMS, 2015)

Determining Influential Users with Supervised Random Walks. - Georgios Katsimpras; Dimitrios Vogiatzis; Georgios Paliouras (WWW (Companion Volume), 2015)

Survey of Machine Learning Algorithms on Spark Over DHT-based Structures. - Spyros Sioutas; Phivos Mylonas; Alexandros Panaretos; Panagiotis Gerolymatos; Dimitrios Vogiatzis; Eleftherios Karavaras; Thomas Spitieris; Andreas Kanavos (ALGOCLOUD, 2016)

Dynamic graph management for streaming social media analytics. - Christos Vlassopoulos; Ioannis Kontopoulos; Michail Apostolou; Alexander Artikis; Dimitrios Vogiatzis (DEBS, 2016)

Predicting the evolution of communities in social networks using structural and temporal features. - Maria Evangelia G. Pavlopoulou; Grigorios Tzortzis; Dimitrios Vogiatzis; George Paliouras (SMAP, 2017)

A density based algorithm for community detection in hyper-networks. - Dimitrios Vogiatzis; Alexandros Dimitrios Keros (SMAP, 2017)

TimeRank: A Random Walk Approach for Community Discovery in Dynamic Networks. - Ilias Sarantopoulos; Dimitrios Papatheodorou; Dimitrios Vogiatzis; Grigorios Tzortzis; Georgios Paliouras (COMPLEX NETWORKS (1), 2018)

A Parallel Algorithm for Tracking Dynamic Communities based on Apache Flink. - Georgios Kechagias; Grigorios Tzortzis; George Paliouras; Dimitrios Vogiatzis (SETN, 2018)

Predicting the Evolution of Communities with Online Inductive Logic Programming. - George Athanasopoulos; George Paliouras; Dimitrios Vogiatzis; Grigorios Tzortzis; Nikos Katzouris (TIME, 2018)

A Data-Driven Approach for Analyzing Healthcare Services Extracted from Clinical Records. - Manuel Scurti; Ernestina Menasalvas Ruiz; Maria-Esther Vidal; Maria Torrente; Dimitrios Vogiatzis; George Paliouras; Mariano Provencio; Alejandro Rodríguez González (CBMS, 2020)

Guidance on How Learning at Scale Can be Made More Accessible. - Tina Papathoma; Rebecca Ferguson; Francisco Iniesto; Irina Rets; Dimitrios Vogiatzis; Victoria Murphy (L@S, 2020)

Intelligent Document Analysis in the Insurance Market. - Nikolaos Fournogerakis; Spyridon Poulos; Athanasios Petsakos; Dimitrios Vogiatzis (DSIT, 2021)

Responsible Data Management for Human Resources. - Dimitrios Vogiatzis; Olivia Kyriakidou (HR@RecSys, 2021)

Network Structure Versus Chemical Information in Drug-Drug Interaction Prediction. - George Kefalas; Dimitrios Vogiatzis (COMPLEX NETWORKS (1), 2022)

Reducing Oversmoothing in Graph Neural Networks by Changing the Activation Function. - Dimitrios Kelesis; Dimitrios Vogiatzis; Georgios Katsimpras; Dimitris Fotakis 001; Georgios Paliouras (ECAI, 2023)

Forecasting Residential Energy Consumption: A Case Study for Greece. - Dimitra Kouvara; Dimitrios Vogiatzis (ICEIS (1), 2023)

Knowledge graphs for enhancing transparency in health data ecosystems. - Fotis Aisopos; Samaneh Jozashoori; Emetis Niazmand; Disha Purohit; Ariam Rivas; Ahmad Sakor; Enrique Iglesias; Dimitrios Vogiatzis; Ernestina Menasalvas; Alejandro Rodríguez González; Guillermo Vigueras; Daniel Gómez-Bravo; et al. (Semantic Web, 2023)

Prediction of Drug-Drug Interactions with Zero-Shot Learning. - Nikolaos Astras; Dimitrios Vogiatzis (SETN, 2024)

Identification of Novel Drug-Drug Interactions as Out-of-Distribution Samples. - Dimitrios Lezos; Dimitrios Vogiatzis (CBMS, 2025)