{"id":225177,"date":"2025-09-11T04:34:00","date_gmt":"2025-09-11T02:34:00","guid":{"rendered":"https:\/\/www.unipi.it\/ateneo\/organizzazione\/persone\/antonio-luca-alfeo-134202-en\/"},"modified":"2026-04-01T04:31:39","modified_gmt":"2026-04-01T02:31:39","slug":"antonio-luca-alfeo-134202-en","status":"publish","type":"unipi_persone","link":"https:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/antonio-luca-alfeo-134202-en\/","title":{"rendered":"Antonio Luca Alfeo"},"content":{"rendered":"<p>Docente Esterno | Email: alfeo.luca@gmail.com<\/p>\n","protected":false},"template":"","meta":{"unipi-persone-chiave":"134202","unipi-persone-nome":"Antonio Luca","unipi-persone-cognome":"Alfeo","unipi-persone-email":"alfeo.luca@gmail.com","unipi-persone-link-orario-lezioni":"https:\/\/unipi.prod.up.cineca.it\/calendarioPubblico\/matricola=26736","unipi-persone-link-registro-lezioni":"https:\/\/unimap.unipi.it\/registri\/registri.php?ri=26736&tmplt=principale.tpl","unipi-persone-ruolo":"Docente Esterno","unipi-persone-arpi":"https:\/\/arpi.unipi.it\/cris\/rp\/rp16857","unipi-persone-pubblicazioni":"<ul class=\"pubblicazioni-list\"><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1345547\" target=\"_blank\" rel=\"noopener noreferrer\">Building neural networks\u2019 latent space to extract instance-based explanations for sleep staging<\/a> <span class=\"pub-details\">(Gagliardi, Guido; Alfeo, Antonio Luca; Cimino, Mario G. C. A.; Valenza, Gaetano; De Vos, Maarten - 2025 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1345407\" target=\"_blank\" rel=\"noopener noreferrer\">Region-aware Minimal Counterfactual Rules for Model-agnostic Explainable Classification<\/a> <span class=\"pub-details\">(Gagliardi, Guido; Alfeo, Antonio Luca; Guidotti, Riccardo; Cimino, Mario G. C. A. - 2025 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1341587\" target=\"_blank\" rel=\"noopener noreferrer\">Acceptability, Usability, and Insights Into Cybersickness Levels of a Novel Virtual Reality Environment for the Evaluation of Depressive Symptoms: Exploratory Observational Study<\/a> <span class=\"pub-details\">(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)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1341497\" target=\"_blank\" rel=\"noopener noreferrer\">EEG-based motor imagery recognition via novel explainable ensemble learning architecture<\/a> <span class=\"pub-details\">(Alfeo, A. L.; Catrambone, V.; Cimino, M. G. C. A.; Valenza, G. - 2025 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1341490\" target=\"_blank\" rel=\"noopener noreferrer\">Model-driven validation of visual explanations for multimodal emotion recognition<\/a> <span class=\"pub-details\">(Gagliardi, G.; Alfeo, A. L.; Catrambone, V.; Cimino, M. G. C. A.; De Vos, M.; Valenza, G. - 2025 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1299667\" target=\"_blank\" rel=\"noopener noreferrer\">PhysioEx, a new Python library for explainable sleep staging through deep learning<\/a> <span class=\"pub-details\">(Gagliardi, Guido; Alfeo, Luca; Cimino, Mario Giovanni Cosimo Antonio; Valenza, Gaetano; De Vos, Maarten Frans H - 2025 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1297347\" target=\"_blank\" rel=\"noopener noreferrer\">Matching the\u00a0Expert\u2019s Knowledge via\u00a0a\u00a0Counterfactual-Based Feature Importance Measure<\/a> <span class=\"pub-details\">(Alfeo, Antonio Luca; Cimino, Mario G. C. A.; Gagliardi, Guido - 2025 - 2.1 Contributo in volume (Capitolo o Saggio))<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1243393\" target=\"_blank\" rel=\"noopener noreferrer\">Recognizing Bearings\u2019 Degradation Stage Using Multimodal Autoencoder to Learn Features from Different Time Series<\/a> <span class=\"pub-details\">(Alfeo, A. L.; Cimino, M. G. C. A.; Gagliardi, G. - 2024 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1243390\" target=\"_blank\" rel=\"noopener noreferrer\">Counterfactual-Based Feature Importance for Explainable Regression of Manufacturing Production Quality Measure<\/a> <span class=\"pub-details\">(Alfeo, A. L.; Cimino, M. G. C. A. - 2024 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1243389\" target=\"_blank\" rel=\"noopener noreferrer\">The EXPERIENCE Project: Unveiling Extended-Personal Reality Through Automated VR Environments and Explainable Artificial Intelligence<\/a> <span class=\"pub-details\">(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)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1217104\" target=\"_blank\" rel=\"noopener noreferrer\">Using contrastive learning to inject domain-knowledge into neural networks for recognizing emotions<\/a> <span class=\"pub-details\">(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)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1217098\" target=\"_blank\" rel=\"noopener noreferrer\">Matching the expert\u2019s knowledge via a counterfactual-based feature importance measure<\/a> <span class=\"pub-details\">(Alfeo, ANTONIO LUCA; Cimino, Mario G. C. A.; Gagliardi, Guido - 2023 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1176992\" target=\"_blank\" rel=\"noopener noreferrer\">From local counterfactuals to global feature importance: efficient, robust, and model-agnostic explanations for brain connectivity networks<\/a> <span class=\"pub-details\">(Alfeo, Antonio Luca; Zippo, Antonio G; Catrambone, Vincenzo; Cimino, Mario G C A; Toschi, Nicola; Valenza, Gaetano - 2023 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1176990\" target=\"_blank\" rel=\"noopener noreferrer\">Improving Emotion Recognition Systems by Exploiting the Spatial Information of EEG Sensors<\/a> <span class=\"pub-details\">(Gagliardi, Guido; Alfeo, Antonio Luca; Catrambone, Vincenzo; Candia-Rivera, Diego; Cimino, Mario G. C. A.; Valenza, Gaetano - 2023 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1176986\" target=\"_blank\" rel=\"noopener noreferrer\">Fine-Grained Emotion Recognition Using Brain-Heart Interplay Measurements and eXplainable Convolutional Neural Networks<\/a> <span class=\"pub-details\">(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)<\/span><\/li><\/ul>","unipi-persone-codocenze":"<h4 class=\"mt-2\">Incarichi di co-docenza in moduli\/insegnamenti<\/h4><ul><li>Software Systems Engineering (Cod. 911II) per Laurea Magistrale in Computer engineering<\/li><li>Ingegneria del Software (Cod. 374II) per Laurea in Ingegneria informatica<\/li><\/ul>","_wpml_word_count":"7","_last_translation_edit_mode":"translation-editor"},"organizzazioni":[],"class_list":["post-225177","unipi_persone","type-unipi_persone","status-publish","hentry"],"email":"alfeo.luca@gmail.com","telefono":null,"content_plain":"Docente Esterno | Email: alfeo.luca@gmail.com","photo_url":null,"ruoli_tags":[{"id":745,"name":"DE","slug":"de"}],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Antonio Luca Alfeo ~ UNIPI<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, 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