| 2025 | Hierarchical decomposition through "Mental Images" evaluation. | Gianluca Coda, Massimo De Gregorio, Antonio Sorgente, Paolo Vanacore |
| 2025 | The Role of the Learning Rate in Layered Neural Networks with ReLU Activation Function. | Otavio Citton, Frederieke Richert, Michael Biehl |
| 2025 | Replay-free Online Continual Learning with Self-Supervised MultiPatches. | Giovanni A. Cignoni, Andrea Cossu, Alexandra Gomez-Villa, Joost van de Weijer, Antonio Carta |
| 2025 | Analysing the impact of brain-inspired predictive coding dynamics through gradient based explainability methods. | Bhavin Choksi, Gionata Paolo Zalaffi, Giovanna Maria Dimitri, Gemma Roig |
| 2025 | Exoplanet detection in angular and spectral differential imaging with an accelerated proximal gradient algorithm. | Nicolas Mil-Homens Cavaco, Laurent Jacques, Pierre-Antoine Absil |
| 2025 | Towards Adaptive and Stable Compositional Assemblies of Recurrent Neural Network Modules. | Valerio De Caro, Andrea Ceni, Davide Bacciu, Claudio Gallicchio |
| 2025 | Interpretable machine learning for the diagnosis of hyperkinetic movement disorders. | Elina L. van den Brandhof, Jan W. J. Elting, Inge Tuitert, A. M. Madelein van der Stouwe, Jelle R. Dalenberg, Marina A. J. Tijssen, Michael Biehl |
| 2025 | Leveraging Segmentation Maps to improve Skin Lesion Classification. | Simone Bonechi, Paolo Andreini, Fiamma Romagnoli |
| 2025 | Do not get lost in projection: finding the right distance for meaningful UMAP embeddings. | Eva Blanco-Mallo, Vernica Boln-Canedo, Beatriz Remeseiro |
| 2025 | Performance monitoring and wear comprehension through Neural Network. | Thomas Binet, Hanane Azzag, Mustapha Lebbah, Jrme Lacaille |
| 2025 | Encoding Higher-Order Logic in Spatio-Temporal Hypergraphs for Neuro-Symbolic Learning. | Bikram Pratim Bhuyan, Amylia Ait-Saadi, Amar Ramdane-Cherif |
| 2025 | Stability of State and Costate Dynamics in Continuous Time Recurrent Neural Networks. | Alessandro Betti, Marco Gori, Stefano Melacci |
| 2025 | A Pipeline based on Differential Evolution for Tuning Parameters of Synaptic Dynamics Models. | Ferney Beltran-Velandia, Nico Scherf, Martin Bogdan |
| 2025 | A new approach to multilayer SVMs. | Llus Belanche |
| 2025 | O-Net: a Brain Tumor segmentation architecture based on U-Net using alternated Pooling. | Omar El Barraj, Aya Hage Chehade, Jean-Marie Marion, Mohamad Oueidat, Pierre Chauvet, Nassib Abdallah |
| 2025 | Enhancing Image Classification in Quantum Computing: A Study on Preprocessing Techniques and Qubit Limitations. | Henrique Barbosa, Gustavo Augusto Pires, Juliana Assis Alves, Luiz C. B. Torres, Janier Arias-Garcia, Frederico Gualberto Ferreira Coelho |
| 2025 | Explainable ensemble learning for structural damage prediction under seismic events. | Michele Baldassini, Pierfrancesco Foglia, Beatrice Lazzerini, Francesco Pistolesi, Cosimo Antonio Prete |
| 2025 | Foundation and Generative Models for Graphs. | Davide Bacciu, Federico Errica, Stefano Moro, Luca Pasa, Davide Rigoni, Daniele Zambon |
| 2025 | Evaluating Text Representations Techniques for Hypernymy Detection: The Case of Arabic Language. | Randah Alharbi, Husni Al-Muhtaseb |
| 2025 | Artificial Surrogate Model for Computational Fluid Dynamics. | Abdallah Alfaham, Siegfried Mercelis |
| 2025 | Membership Inference Attack in Random Forests. | Fatemeh Akbarian, Amir Aminifar |
| 2025 | Robust Evolutionary Multi-Objective Neural Architecture Search for Reinforcement Learning (EMNAS-RL). | Nihal Acharya Adde, Alexandra Gianzina, Hanno Gottschalk, Andreas Ebert |
| 2025 | Generative Kernel Spectral Clustering. | Sonny Achten, David Winant, Johan A. K. Suykens |
| 2024 | A Deep Double Q-Learning as a SDLS support in solving LABS problem. | Dominik Zurek, Marcin Pietron, Kamil Pietak, Kamil Faber |
| 2024 | Investigating the Gestalt Principle of Closure in Deep Convolutional Neural Networks. | Yuyan Zhang, Derya Soydaner, Fatemeh Behrad, Lisa Komann, Johan Wagemans |