A Flexible Metric-Based Approach to Assess Neural Network Interpretability in Image Classification. - Andrea Colombo; Laura Fiorenza; Sofia Mongardi (XAI.it@AI*IA, 2023)

Enhancing Functional Interpretability in Gene Expression Analysis Through Biologically-Guided Feature Selection. - Sofia Mongardi; Silvia Cascianelli; Marco Masseroli (CIBB, 2023)

Forward and Backward Feature Selection Guided by Prior Biological Knowledge for Enhanced Interpretability. - Sofia Mongardi; Silvia Cascianelli; Marco Masseroli (CIBB, 2024)

Exploring Federated Learning for Emotion Recognition on Brain-Computer Interfaces. - Sofia Mongardi; Pietro Pinoli (UMAP (Adjunct Publication), 2024)