Email: luca.alfeo@unipi.it
Profilo
Didattica
Incarichi di co-docenza in moduli/insegnamenti
- Ingegneria del Software (Cod. 374II) per Laurea in Ingegneria informatica
- Software Systems Engineering (Cod. 911II) per Laurea Magistrale in Computer engineering
Ricerca
Pubblicazioni
- 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; Alfeo, ANTONIO LUCA; Catrambone, Vincenzo; Cimino, Mario G. C. A.; DE VOS, MAARTEN FRANS H; 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)