Athanasios Davvetas

According to our database, Athanasios Davvetas authored at least 11 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

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

2021

Evidence transfer: a versatile deep representation learning method for information fusion

Athanasios Davvetas

PhD thesis, 2021

2020

WeLa-VAE: Learning Alternative Disentangled Representations Using Weak Labels.

Vasilis Margonis, Athanasios Davvetas, Iraklis A. Klampanos

CoRR, 2020

Unsupervised Severe Weather Detection Via Joint Representation Learning Over Textual and Weather Data.

Athanasios Davvetas, Iraklis A. Klampanos

Proceedings of the Workshops of the 11th EETN Conference on Artificial Intelligence 2020 co-located with the 11th EETN Conference on Artificial Intelligence (SETN 2020), 2020

2019

The Effect of Evidence Transfer on Latent Feature Relevance for Clustering.

Athanasios Davvetas, Iraklis A. Klampanos, Spiros Skiadopoulos, Vangelis Karkaletsis

Informatics, 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

Learning Improved Representations by Transferring Incomplete Evidence Across Heterogeneous Tasks.

Athanasios Davvetas, Iraklis A. Klampanos

CoRR, 2019

Evidence Transfer for Improving Clustering Tasks Using External Categorical Evidence.

Athanasios Davvetas, Iraklis A. Klampanos, Vangelis Karkaletsis

Proceedings of the International Joint Conference on Neural Networks, 2019

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, Antonios Koukourikos, Rosa Filgueira, Amrey Krause, Alessandro Spinuso, Angelos Charalambidis

Proceedings of the 15th International Conference on eScience, 2019

2018

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

2017

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

Proceedings of the ISWC 2017 Posters & Demonstrations and Industry Tracks co-located with 16th International Semantic Web Conference (ISWC 2017), Vienna, Austria, October 23rd - to, 2017