Big Data Processing and Semantic Web Technologies for Decision Making in Hazardous Substance Dispersion Emergencies. - Athanasios Davvetas; Iraklis A. Klampanos; Spyros Andronopoulos; Giannis Mouchakis; Stasinos Konstantopoulos; Andreas Ikonomopoulos; Vangelis Karkaletsis (ISWC (Posters, Demos & Industry Tracks), 2017)

Autoencoder-driven weather clustering for source estimation during nuclear events. - Iraklis A. Klampanos; Athanasios Davvetas; Spyros Andronopoulos; Charalambos Pappas; Andreas Ikonomopoulos; Vangelis Karkaletsis (Environ. Model. Softw., 2018)

DARE: A Reflective Platform Designed to Enable Agile Data-Driven Research on the Cloud. - Iraklis A. Klampanos; Federica Magnoni; Emanuele Casarotti; Christian Pagé; Mike Lindner; Andreas Ikonomopoulos; Vangelis Karkaletsis; Athanasios Davvetas; André Gemünd; Malcolm P. Atkinson 001; Antonios Koukourikos; Rosa Filgueira; et al. (eScience, 2019)

Evidence Transfer for Improving Clustering Tasks Using External Categorical Evidence. - Athanasios Davvetas; Iraklis A. Klampanos; Vangelis Karkaletsis (IJCNN, 2019)

Learning Improved Representations by Transferring Incomplete Evidence Across Heterogeneous Tasks. - Athanasios Davvetas; Iraklis A. Klampanos (CoRR, 2019)

ANNETT-O: an ontology for describing artificial neural network evaluation, topology and training. - Iraklis A. Klampanos; Athanasios Davvetas; Antonis Koukourikos; Vangelis Karkaletsis (Int. J. Metadata Semant. Ontologies, 2019)

The Effect of Evidence Transfer on Latent Feature Relevance for Clustering. - Athanasios Davvetas; Iraklis A. Klampanos; Spiros Skiadopoulos; Vangelis Karkaletsis (Informatics, 2019)

Unsupervised Severe Weather Detection Via Joint Representation Learning Over Textual and Weather Data. - Athanasios Davvetas; Iraklis A. Klampanos (SETN Workshops, 2020)

WeLa-VAE: Learning Alternative Disentangled Representations Using Weak Labels. - Vasilis Margonis; Athanasios Davvetas; Iraklis A. Klampanos (CoRR, 2020)

Evidence transfer: a versatile deep representation learning method for information fusion - Athanasios Davvetas (2021)

Evidence Transfer: Learning Improved Representations According to External Heterogeneous Task Outcomes. - Athanasios Davvetas; Iraklis A. Klampanos; Spiros Skiadopoulos; Vangelis Karkaletsis (ACM Trans. Knowl. Discov. Data, 2022)

TAI Scan Tool: A RAG-Based Tool With Minimalistic Input for Trustworthy AI Self-Assessment. - Athanasios Davvetas; Xenia Ziouvelou; Ypatia Dami; Alexis Kaponis; Konstantina Giouvanopoulou; Michael Papademas (CoRR, 2025)