Laura Balbi

According to our database, Laura Balbi authored at least 9 papers between 2023 and 2026.

Collaborative distances:

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

2026

Exploring the limits of pre-trained embeddings in machine-guided protein design: a case study on predicting AAV vector viability.

Ana F. Rodrigues, Lucas Ferraz, Laura Balbi, Pedro Giesteira Cotovio, Catia Pesquita

CoRR, February, 2026

The role of protein embeddings for protein-protein interaction prediction with graph neural networks.

Laura Balbi, Rita T. Sousa, Pedro Cotovio, Catia Pesquita

Briefings Bioinform., 2026

2025

Leveraging knowledge for explainable AI in personalized cancer treatment: challenges and future directions.

Emilia Daghir-Wojtkowiak, Javier Antonio Alfaro, Michele Mastromattei, Aleksander Palkowski, Mark Stares, Ana Roca-Umbert, Andraz Krajnc, Riccardo Leoni, Anne Boland, Aria Nourbaksh, Ashwin Adrian Kallor, Camille Ducki, Davide Venditti, Carla Montesano, Chiara Cipriani, Daniel Faria, Delphine Pflieger, Elisa Zago, Etienne Bardet, Filipa Serrano, Florian Jeanneret, Damien Alouges, Liangwei Yin, Elodine Coquelet, Apolline Bacquet, Francesco Bonchi, Francesco Maiorino, Francesco Torino, Georges Bedran, Jean-Alexandre Long, Laura Balbi, Laurent Guyon, Liana Bevilacqua, Manuel Fiorelli, Marie-Catherine Wagner, Mario Reyes, Mario Roselli, Marta Contreiras Silva, Michal Waleron, Nikolas Dovrolis, Odile Filhol-Cochet, In Hwa Um, Georg Wölflein, Patrícia Eugénio, Pauline Bazelle, Pavlos Golnas, Peter Thorpe, Pierluigi Bove, Piyush Borole, Roberta Bernardini, Rohit Kumar, Rosella Cicconi, Saskia Kaltenbrunner, Saverio Gravina, Simona Brezar, Stefan Symeonides, Steven McGinn, Susana Nunes, Ted Hupp, Yuri G. Gordienko, Dimitrios Varvaras, Sergii G. Stirenko, Luciano Xumerle, Stefania Mariani, Assilah Bouzit, Stéphane Gazut, Heiko Poth, Kyriakos Souliotis, Hector Katifelis, Elena Verzoni, Giuseppe Procopio, Sarah Schoch, Francisco Lupiáñez-Villanueva, Sandra Türk, Katarzyna Barud, Dimitri Koroliouk, Juan Caubet, Yamir Moreno, Jean-Luc Descotes, Christina Golna, Valentina Guadalupi, Paolo Garagnani, Maria Gazouli, Jean-François Deleuze, Frans Folkvord, Nikolaus Forgó, David J. Harrison, Håkan Axelson, Armando Stellato, Maurizio Mattei, Ajitha Rajan, Alexander Laird, Christophe Battail, Catia Pesquita, Fabio Massimo Zanzotto

Frontiers Digit. Health, 2025

A Semantic Framework for Evaluating Post-hoc Explanations in Link Prediction.

Laura Balbi, Felix Bindt, Katja Breitenfelder, Riccardo Campi, Jitse De Smet, Claudia d'Amato

Proceedings of the Joint Proceedings of the 1st workshops on eXplainable AI, 2025

Matcha results in OAEI 2025.

Marta Contreiras Silva, Daniel Faria, Pedro Cotovio, Lucas Ferraz, Laura Balbi, Catia Pesquita

Proceedings of the 20th International Workshop on Ontology Matching co-located with the 24th International Semantic Web Conference (ISWC 2025), 2025

Neuro-Symbolic AI for Conflict-Aware Learning over Knowledge Graphs.

Laura Balbi

Proceedings of the Semantic Web: ESWC 2025 Satellite Events, 2025

2024

The Immunopeptidomics Ontology (ImPO).

Daniel Faria, Patrícia Eugénio, Marta Contreiras Silva, Laura Balbi, Georges Bedran, Ashwin Adrian Kallor, Susana Nunes, Aleksander Palkowski, Michal Waleron, Javier Antonio Alfaro, Catia Pesquita

Database J. Biol. Databases Curation, January, 2024

Results in OAEI 2024 for Matcha.

Daniel Faria, Marta Contreiras Silva, Pedro Cotovio, Lucas Ferraz, Laura Balbi, Catia Pesquita

Proceedings of the 19th International Workshop on Ontology Matching co-located with the 23rd International Semantic Web Conference (ISWC 2024), 2024

2023

Results for Matcha and Matcha-DL in OAEI 2023.

Daniel Faria, Marta Contreiras Silva, Pedro Cotovio, Lucas Ferraz, Laura Balbi, Catia Pesquita

Proceedings of the 18th International Workshop on Ontology Matching co-located with the 22nd International Semantic Web Conference (ISWC 2023), 2023