(10:50 - 11:10)  How to assess my results? Evaluation metrics for supervised and unsupervised machine learning results
Davide Chicco

(11:10 - 11:30)  Bridging Machine Learning and Game Theory: Shapley Value approximation in Cooperative Games*
Marcello Sanguineti, Giorgio Gnecco, Yuval Hadas, and Mauro Passacantando 

(11:30 - 11:50)  Foundation ECG*

Edoardo Coppola, Mattia Savardi, and Alberto Signoroni

(11:50 - 12:10)  Lifted Inference beyond First-Order Logic

Sagar Malhotra, Davide Bizzaro and Luciano Serafini

(12:10 - 12:30)  Energy application for Quantum Optimization and Quantum Machine Learning*

Filippo Orazi, Antonio Macaluso, Stefano Lodi, and Claudio Sartori

(13:30 - 13:50)  Optimizing Chest X-Ray Disease Classification with Register Integration in Vision Transformer Models  
Giorgio Leoinardi, Luigi Portinale, and Andrea Santomauro

(13:50 - 14:10)  Rad4XCNN: explaining CNN-derived features by means of radiomics for digital prevention*
Francesco Prinzi, Carmelo Militello, Salvatore Gaglio, and Salvatore Vitabile

(14:10 - 14:30)  An Hebbian Approach for Image Segmentation
Luca Ciampi, Gabriele Lagani, Fabrizio Falchi, Giuseppe Amato

(14:30 - 14:50)  Large Language Models and Agents: A Challenging Symbiosis

Maria Sofia Bucarelli, Federico Siciliano, and Fabrizio Silvestri, Giovanni Trappolini

(14:50 - 15:10) AI-driven Transcriptomic Encoders: from Explainable Models to Accurate, Sample-independent Cancer Diagnostics

Danilo Croce and Roberto Basili

(15:10 - 15:30)  Reasoning in LLMs by Neuro-Symbolic Integration
Fabrizio Riguzzi, Damiano Azzolini, and Riccardo Zese

(16:00 - 16:20) Classifier Accuracy Prediction under Prior Probability Shift
Lorenzo Volpi, Alejandro Moreo, and Fabrizio Sebastiani

(16:20 - 16:40)  Enhancing Accuracy through Architectural Modifications in Vision Transformers

Mauro Mezzini, Alessio Ferrato, Carla Limongelli, and Giuseppe Sansonetti

(16:40 - 17:00) Hierarchical Line Graph Neural Network
Solmaz Mohammadi, Paolo Frazzetto, Luca Pasa, Nicolò Navarin and Alessandro Sperduti 

(17:00 - 17:20) Toward the Definition of Interpretable Graph Convolutions
Giorgia Minello, Alessandro Bicciato, Luca Rossi, Andrea Torsello, and Luca Cosmo 

(17:20 - 17:40) In materia computing: physical laws and nanodevices for brain-inspired information processing*
Gianluca Milano and Carlo Ricciardi