Antonio Luca Alfeo

Publications

• Building neural networks’ latent space to extract instance-based explanations for sleep staging (Gagliardi, Guido; Alfeo, Antonio Luca; Cimino, Mario G. C. A.; Valenza, Gaetano; De Vos, Maarten - 2025 - 4.1 Contributo in Atti di convegno)
• Region-aware Minimal Counterfactual Rules for Model-agnostic Explainable Classification (Gagliardi, Guido; Alfeo, Antonio Luca; Guidotti, Riccardo; Cimino, Mario G. C. A. - 2025 - 1.1 Articolo in rivista)
• Acceptability, Usability, and Insights Into Cybersickness Levels of a Novel Virtual Reality Environment for the Evaluation of Depressive Symptoms: Exploratory Observational Study (Sutori, S.; Eliasson, E. T.; Mura, F.; Ortiz, V.; Catrambonephd, V.; Hadlaczky, G.; Todorov, I.; Alfeo, A. L.; Cardi, V.; Cimino, M. G. C. A.; Mioni, G.; Raya, M. A.; Valenza, G.; Carli, V.; Gentili, C. - 2025 - 1.1 Articolo in rivista)
• EEG-based motor imagery recognition via novel explainable ensemble learning architecture (Alfeo, A. L.; Catrambone, V.; Cimino, M. G. C. A.; Valenza, G. - 2025 - 1.1 Articolo in rivista)
• Model-driven validation of visual explanations for multimodal emotion recognition (Gagliardi, G.; Alfeo, A. L.; Catrambone, V.; Cimino, M. G. C. A.; De Vos, M.; Valenza, G. - 2025 - 1.1 Articolo in rivista)
• PhysioEx, a new Python library for explainable sleep staging through deep learning (Gagliardi, Guido; Alfeo, Luca; Cimino, Mario Giovanni Cosimo Antonio; Valenza, Gaetano; De Vos, Maarten Frans H - 2025 - 1.1 Articolo in rivista)
• Matching the Expert’s Knowledge via a Counterfactual-Based Feature Importance Measure (Alfeo, Antonio Luca; Cimino, Mario G. C. A.; Gagliardi, Guido - 2025 - 2.1 Contributo in volume (Capitolo o Saggio))
• Recognizing Bearings’ Degradation Stage Using Multimodal Autoencoder to Learn Features from Different Time Series (Alfeo, A. L.; Cimino, M. G. C. A.; Gagliardi, G. - 2024 - 1.1 Articolo in rivista)
• Counterfactual-Based Feature Importance for Explainable Regression of Manufacturing Production Quality Measure (Alfeo, A. L.; Cimino, M. G. C. A. - 2024 - 4.1 Contributo in Atti di convegno)
• The EXPERIENCE Project: Unveiling Extended-Personal Reality Through Automated VR Environments and Explainable Artificial Intelligence (Valenza, Gaetano; Alcaniz, M.; Alfeo, A. L.; Bianchi, Matteo; Carli, V.; Catrambone, Vincenzo; Cimino, M. G. C. A.; Dudnik, G.; Duggento, A.; Ferrante, M.; Gentili, C.; Guixeres, J.; Rossi, S.; Toschi, N.; Van Wassenhove, V. - 2023 - 4.1 Contributo in Atti di convegno)
• Using contrastive learning to inject domain-knowledge into neural networks for recognizing emotions (Gagliardi, Guido; Luca Alfeo, Antonio; Catrambone, Vincenzo; Cimino, Mario G. C. A.; De Vos, Maarten; Valenza, Gaetano - 2023 - 4.1 Contributo in Atti di convegno)
• Matching the expert’s knowledge via a counterfactual-based feature importance measure (Alfeo, ANTONIO LUCA; Cimino, Mario G. C. A.; Gagliardi, Guido - 2023 - 4.1 Contributo in Atti di convegno)
• From local counterfactuals to global feature importance: efficient, robust, and model-agnostic explanations for brain connectivity networks (Alfeo, Antonio Luca; Zippo, Antonio G; Catrambone, Vincenzo; Cimino, Mario G C A; Toschi, Nicola; Valenza, Gaetano - 2023 - 1.1 Articolo in rivista)
• Improving Emotion Recognition Systems by Exploiting the Spatial Information of EEG Sensors (Gagliardi, Guido; Alfeo, Antonio Luca; Catrambone, Vincenzo; Candia-Rivera, Diego; Cimino, Mario G. C. A.; Valenza, Gaetano - 2023 - 1.1 Articolo in rivista)
• Fine-Grained Emotion Recognition Using Brain-Heart Interplay Measurements and eXplainable Convolutional Neural Networks (Gagliardi, Guido; Alfeo, Antonio Luca; Catrambone, Vincenzo; Cimino, Mario G. C. A.; De Vos, Maarten; Valenza, Gaetano - 2023 - 4.1 Contributo in Atti di convegno)

All publications by Antonio Luca Alfeo on ARPI, the Research Archive of the University of Pisa