Tommaso Colafiglio PhD Student Publications (22) Publications 2025 - Colafiglio Tommaso, Lofu Domenico, Sorino Paolo, Lombardi Angela, Narducci Fedelucio, Di Noia Tommaso EEGScope: a framework for the real-time acquisition, processing, and analysis of EEG data The 18th International Conference on Brain Informatics (BI25) DOI: 2025 - Sorino Paolo, Lombardi Angela, Lofù Domenico, Colafiglio Tommaso, Ferrara Antonio, Narducci Fedelucio, Di Sciascio Eugenio, Di Noia Tommaso Detecting label noise in longitudinal Alzheimer data with explainable artifcial intelligence Journal of Brain Informatics (Springer) DOI: https://doi.org/10.1186/s40708-025-00261-2 2025 - Colafiglio Tommaso, Lofù Domenico, Sorino Paolo, Lombardi Angela, Narducci Fedelucio, Di Noia Tommaso Neural Musical Instruments through Brain-Computer Interface and Biofeedback ACM WeBIUM25 - 2nd Workshop on Wearable Devices and Brain-Computer Interfaces for User Modelling - In conjunction with the 33rd ACM Conference on User Modeling, Adaptation and Personalization (UMAP 2025) DOI: https://doi.org/10.1145/3708319.3733644 2025 - Colafiglio Tommaso, Lombardi Angela, Sorino Paolo, Lofù Domenico, Danese Danilo, Narducci Fedelucio, Di Sciascio Eugenio, Di Noia Tommaso Explainable Evaluation of Emotion Recognition with Low-Cost EEG: Feature Engineering and Interpretability Insights The 3rd World Conference on eXplainable Artificial Intelligence (XAI-2025) DOI: 2025 - Lofù Domenico, Sorino Paolo, Colafiglio Tommaso, Lombardi Angela, Di Noia Tommaso, Narducci Fedelucio WeBIUM 2025: 2nd Workshop on Wearable Devices and Brain-Computer Interfaces for User Modelling The 33rd ACM Conference on User Modeling, Adaptation and Personalization (UMAP 2025) DOI: https://doi.org/10.1145/3708319.3727555 2024 - Lofù Domenico, Sorino Paolo, Colafiglio Tommaso, Bonfiglio Caterina, Donghia Rossella, Giannelli Gianluigi, Lombardi Angela, Di Noia Tommaso, Di Sciascio Eugenio, Narducci Fedelucio MORIX: Machine Learning-Aided Framework for Lethality Detection and MORtality Inference with eXplainable Artificial Intelligence in MAFLD subjects Journal of Computer Methods and Programs in Biomedicine Update (Elsevier) DOI: https://doi.org/10.1016/j.cmpbup.2024.100176 2024 - Colafiglio Tommaso, Lombardi Angela, Sorino Paolo, Brattico Elvira, Lofù Domenico, Danese Danilo, Di Sciascio Eugenio, Di Noia Tommaso, Narducci Fedelucio NeuroSense: A Novel EEG Dataset Utilizing Low-Cost, Sparse Electrode Devices for Emotion Exploration IEEE Access DOI: 10.1109/access.2024.3487932 2024 - Sorino Paolo, Colonna Gianluca, Lofù Domenico, Colafiglio Tommaso, Lombardi Angela, Narducci Fedelucio, Di Noia Tommaso An Explainable Machine Learning approach for heartbeat classification through signal-based features IEEE SMC 2024 - IEEE International Conference on Systems, Man, and Cybernetics (SMC) DOI: https://doi.org/10.1109/SMC54092.2024.10831926 2024 - Colafiglio Tommaso, Lofù Domenico, Sorino Paolo, Lombardi Angela, Narducci Fedelucio, Festa Fabrizio, Di Noia Tommaso EmoSynth Real Time Emotion-Driven Sound Texture Synthesis via Brain-Computer Interface ACM WeBIUM24 - 1st Workshop on Wearable Devices and Brain-Computer Interfaces for User Modelling - In conjunction with the 32nd ACM Conference on User Modeling, Adaptation and Personalization (UMAP 2024) DOI: 10.1007/978-3-030-85607-6_39 2024 - Sorino Paolo, Biancofiore Giovanni Maria, Lofù Domenico, Colafiglio Tommaso, Lombardi Angela, Narducci Fedelucio, Di Noia Tommaso ARIEL: Brain-Computer Interfaces meet Large Language Models for Emotional Support Conversation. ACM WeBIUM24 - 1st Workshop on Wearable Devices and Brain-Computer Interfaces for User Modelling - In conjunction with the 32nd ACM Conference on User Modeling, Adaptation and Personalization (UMAP 2024) DOI: 10.1109/eurocon56442.2023.10198964 2024 - Colafiglio Tommaso, Di Noia Tommaso, Lofù Domenico, Lombardi Angela, Narducci Fedelucio, Sorino Paolo Wearable Devices and Brain-Computer Interfaces for User Modelling (WeBIUM) The 32nd ACM Conference on User Modeling, Adaptation and Personalization (UMAP 2024) DOI: 10.1109/eurocon56442.2023.10198964 2024 - Ardito Carmelo, Colafiglio Tommaso, Di Noia Tommaso, Lombardi Angela, Lofù Domenico, Narducci Fedelucio, Sorino Paolo Towards a Neurofeedback Tool For Emotion Recognition Using Brain Computer Interface WALS24 - The 3rd International Workshop on Web Applications for Life Sciences - In conjunction with the 24th International Conference on Web Engineering (ICWE 2024) DOI: https://doi.org/10.1007/978-3-031-75110-3_8 2024 - Colafiglio Tommaso, Ardito Carmelo, Sorino Paolo, Lofù Domenico, Festa Fabrizio, Di Noia Tommaso, Di Sciascio Eugenio NeuralPMG: A Neural Polyphonic Music Generation System Based on Machine Learning Algorithms International Journal of Cognitive Computation - Springer DOI: 10.1007/978-3-030-85607-6_39 2023 - Lombardi Angela, De Bonis Maria Luigia Natalia, Fasano Giuseppe, Sportelli Alessia, Colafiglio Tommaso, Lofù Domenico, Sorino Paolo, Narducci Fedelucio, Di Sciascio Eugenio, Di Noia Tommaso Time-to-Event Interpretable Machine Learning for Multiple Sclerosis Worsening Prediction: Results from iDPP@CLEF 2023 iDPP CLEF 2023 - Conference and Labs of the Evaluation Forum DOI: 10.1155/2014/203183 2023 - Colafiglio Tommaso, Sorino Paolo, Lofù Domenico, Lombardi Angela, Narducci Fedelucio, Di Noia Tommaso Combining Mental States Recognition and Machine Learning for Neurorehabilitation IEEE SMC 2023 - IEEE International Conference on Systems, Man, and Cybernetics (SMC) DOI: 10.1109/smc53654.2022.9945554 2023 - Sorino Paolo, Paparella Vincenzo, Lofù Domenico, Colafiglio Tommaso, Di Sciascio Eugenio, Narducci Fedelucio, Sardone Rodolfo, Di Noia Tommaso A Pareto-Optimality-based approach for selecting the best Machine Learning models in mild cognitive impairment prediction IEEE SMC 2023 - IEEE International Conference on Systems, Man, and Cybernetics (SMC) DOI: https://doi.org/10.1109/SMC53992.2023.10394057 2023 - Colafiglio Tommaso, Lofù Domenico, Sorino Paolo, Di Noia Tommaso, Di Sciascio Eugenio Exploring the Mental State Intersection by Brain-Computer Interfaces, Cellular Automata and Biofeedback IEEE EUROCON 2023 DOI: https://doi.org/10.1109/EUROCON56442.2023.10198964 2023 - Colafiglio Tommaso, Sorino Paolo, Lombardi Angela, Lofù Domenico, Di Noia Tommaso Predicting Human Emotions using EEG-based Brain computer Interface and Interpretable Machine Learning Workshop on AI per la Medicina e la Salute, Colocated with Ital-IA 2023 DOI: 10.1007/978-3-030-85607-6_39 2022 - Ardito Carmelo, Bortone Ilaria, Colafiglio Tommaso, Di Noia Tommaso, Di Sciascio Eugenio, Lofù Domenico, Narducci Fedelucio, Sardone Rodolfo, Sorino Paolo Brain Computer Interface: Deep Learning Approach to Predict Human Emotion Recognition IEEE International Conference on Systems, Man, and Cybernetics (SMC 2022) DOI: https://www.doi.org/10.1109/SMC53654.2022.9945554 2022 - Ardito Carmelo, Colafiglio Tommaso, Di Noia Tommaso, Di Sciascio Eugenio Brain Computer Interface, Visual Tracker and Artificial Intelligence for a Music Polyphony Generation System 18th International Conference promoted by the IFIP Technical Committee 13 on Human Computer Interaction - (INTERACT 2021) - DEMO SESSION DOI: 10.1007/978-3-030-85607-6_39 2022 - Ardito Carmelo, Colafiglio Tommaso, Di Noia Tommaso, Di Sciascio Eugenio A Biofeedback System to Compose Your Own Music while Dancing 18th International Conference promoted by the IFIP Technical Committee 13 on Human Computer Interaction - (INTERACT 2021) - DEMO SESSION DOI: 10.1007/978-3-030-85607-6_27 2022 - Ardito Carmelo, Colafiglio Tommaso, Di Noia Tommaso, Di Sciascio Eugenio Brain Computer Interface, Visual Tracker and Artificial Intelligence for a Music Polyphony Generation System 18th International Conference promoted by the IFIP Technical Committee 13 on Human Computer Interaction - (INTERACT 2021) - DEMO SESSION DOI: 10.1007/978-3-030-85607-6_39
