Publications

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Athanasios Davvetas, Iraklis A. Klampanos, Spiros Skiadopoulos, Vangelis Karkaletsis, Evidence Transfer: Learning Improved Representations According to External Heterogeneous Task Outcomes, In ACM Transactions on Knowledge Discovery from Data, Association for Computing Machinery (ACM), volume 16, (Pages: 1–22), 2022. [url] [doi]

Eleonora Ricci, George Giannakopoulos, Vangelis Karkaletsis, Doros N. Theodorou, Niki Vergadou, Developing Machine-Learned Potentials for Coarse-Grained Molecular Simulations: Challenges and Pitfalls, In Proceedings of the SETN 2022 - 12th Hellenic Conference on Artificial Intelligence, ACM, 2022. [url] [doi]

Dimitris Nasikas, Eleonora Ricci, George Giannakopoulos, Vangelis Karkaletsis, Doros N. Theodorou, Niki Vergadou, Investigation of Machine Learning-based Coarse-Grained Mapping Schemes for Organic Molecules, In Proceedings of the SETN 2022 - 12th Hellenic Conference on Artificial Intelligence, ACM, 2022. [url] [doi]

Christian Pagé, Maarten Plieger, Wim Som de Cerff, Alessandro Spinuso, Rosa Filgueira, Malcolm Atkinson, Chrysoula Themeli, Iraklis Klampanos, Vangelis Karkaletsis, Making Cyclone Tracking accessible to end users for Climate Research and Applications, In EGU General Assembly 2021, 19-30 April, online, 2021. [html]

Manolis Koubarakis, Dimitris Bilidas, Nefeli Prokopaki Kostopoulou, Antonis Troumpoukis, Stasinos Konstantopoulos, Vangelis Karkaletsis, et al., Artificial Intelligence and Big Data Technologies for Copernicus Data: the ExtremeEarth Project, In Big Data from Space 2021 Conference (BiDS 2021), 18-20 May, online, 2021. [url] [doi]

Fotios Lygerakis, Maria Dagioglou, Vangelis Karkaletsis, Accelerating Human-Agent Collaborative Reinforcement Learning, In 14th PErvasive Technologies Related to Assistive Environments Conference (PETRA 2021), 29 June - 2 July, 2021. [url]

Maria Dagioglou, Athanasios C. Tsitos, Aristeidis Smarnakis, Vangelis Karkaletsis, Smoothing of human movements recorded by a single RGB-D camera for robot demonstrations, In HumanInteract Workshop: Learning by Observing Humans in Interaction with their Environment at the 14th PErvasive Technologies Related to Assistive Environments Conference (PETRA 2021), 30 June, 2021. [url] [doi]

Maria Dagioglou, Vangelis Karkaletsis, The sense of agency during Human-Agent Collaboration, In Workshop: Robo-Identity: Artificial identity and multi-embodiment in International Conference on Human-Robot Interaction (HRI 2021), 8 March, 2021. [pdf]

George Giannakopoulos, George Kiomourtzis, Nikiforos Pittaras, Vangelis Karkaletsis, Scaling and Semantically-Enriching Language-Agnostic Summarization, Chapter in Trends and Applications of Text Summarization Techniques, IGI Global, (Pages: 244–292), 2020. [url]

Nikiforos Pittaras, George Giannakopoulos, George Papadakis, Vangelis Karkaletsis, Text classification with semantically enriched word embeddings, In Natural Language Engineering, Cambridge University Press, (Pages: 1–35), 2020. [url] [doi]

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