Tommaso Colafiglio

21 papers B 4Journal 5Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
Detecting label noise in longitudinal Alzheimer's data with explainable artificial intelligence.
Brain Informatics
Paolo Sorino, Angela Lombardi, Domenico Lofù, Tommaso Colafiglio, Antonio Ferrara, Fedelucio Narducci, Eugenio Di Sciascio, Tommaso Di Noia
2025 — conf
Explainable Evaluation of Emotion Recognition with Low-Cost EEG: Feature Engineering and Interpretability Insights.
xAI (Late-breaking Work, Demos, Doctoral Consortium)
Tommaso Colafiglio, Angela Lombardi, Paolo Sorino, Domenico Lofù, Danilo Danese, Fedelucio Narducci, Eugenio Di Sciascio, Tommaso Di Noia
2025 J jnl
Machine learning classification of motivational states: Insights from EEG analysis of perception and imagery.
Expert Syst. Appl.
Tommaso Colafiglio, Angela Lombardi, Tommaso Di Noia, Maria Luigia Natalia De Bonis, Fedelucio Narducci, Alice Mado Proverbio
2025 — conf
Neural Musical Instruments through Brain-Computer Interface and Biofeedback.
UMAP (Adjunct Publication)
Tommaso Colafiglio, Domenico Lofù, Paolo Sorino, Angela Lombardi, Fedelucio Narducci, Tommaso Di Noia
2025 — conf
WeBIUM 2025: 2nd Workshop on Wearable Devices and Brain-Computer Interfaces for User Modelling.
UMAP (Adjunct Publication)
Domenico Lofù, Paolo Sorino, Tommaso Colafiglio, Angela Lombardi, Tommaso Di Noia, Fedelucio Narducci
2024 — conf
ARIEL: Brain-Computer Interfaces meet Large Language Models for Emotional Support Conversation.
UMAP (Adjunct Publication)
Paolo Sorino, Giovanni Maria Biancofiore, Domenico Lofù, Tommaso Colafiglio, Angela Lombardi, Fedelucio Narducci, Tommaso Di Noia
2024 B conf
An Explainable Machine Learning Approach for Heartbeat Classification Through Signal-Based Features.
SMC
Paolo Sorino, Gianluca Colonna, Domenico Lofù, Tommaso Colafiglio, Angela Lombardi, Fedelucio Narducci, Tommaso Di Noia
2024 — conf
EmoSynth Real Time Emotion-Driven Sound Texture Synthesis via Brain-Computer Interface.
UMAP (Adjunct Publication)
Tommaso Colafiglio, Domenico Lofù, Paolo Sorino, Angela Lombardi, Fedelucio Narducci, Fabrizio Festa, Tommaso Di Noia
2024 J jnl
NeuralPMG: A Neural Polyphonic Music Generation System Based on Machine Learning Algorithms.
Cogn. Comput.
Tommaso Colafiglio, Carmelo Ardito, Paolo Sorino, Domenico Lofù, Fabrizio Festa, Tommaso Di Noia, Eugenio Di Sciascio
2024 J jnl
NeuroSense: A Novel EEG Dataset Utilizing Low-Cost, Sparse Electrode Devices for Emotion Exploration.
IEEE Access
Tommaso Colafiglio, Angela Lombardi, Paolo Sorino, Elvira Brattico, Domenico Lofù, Danilo Danese, Eugenio Di Sciascio, Tommaso Di Noia, Fedelucio Narducci
2024 — conf
Towards a Neurofeedback Tool For Emotion Recognition Using Brain Computer Interface.
ICWE Workshops
Carmelo Ardito, Tommaso Colafiglio, Tommaso Di Noia, Angela Lombardi, Domenico Lofù, Fedelucio Narducci, Paolo Sorino
2024 — conf
Wearable Devices and Brain-Computer Interfaces for User Modelling (WeBIUM).
UMAP (Adjunct Publication)
Tommaso Colafiglio, Tommaso Di Noia, Domenico Lofù, Angela Lombardi, Fedelucio Narducci, Paolo Sorino
2023 B conf
A Pareto-Optimality-Based Approach for Selecting the Best Machine Learning Models in Mild Cognitive Impairment Prediction.
SMC
Paolo Sorino, Vincenzo Paparella, Domenico Lofù, Tommaso Colafiglio, Eugenio Di Sciascio, Fedelucio Narducci, Rodolfo Sardone, Tommaso Di Noia
2023 B conf
Combining Mental States Recognition and Machine Learning for Neurorehabilitation.
SMC
Tommaso Colafiglio, Paolo Sorino, Domenico Lofù, Angela Lombardi, Fedelucio Narducci, Tommaso Di Noia
2023 — conf
Exploring the Mental State Intersection by Brain-Computer Interfaces, Cellular Automata and Biofeedback.
EUROCON
Tommaso Colafiglio, Domenico Lofù, Paolo Sorino, Fabrizio Festa, Tommaso Di Noia, Eugenio Di Sciascio
2023 J jnl
MAFUS: a Framework to predict mortality risk in MAFLD subjects.
CoRR
Domenico Lofù, Paolo Sorino, Tommaso Colafiglio, Caterina Bonfiglio, Fedelucio Narducci, Tommaso Di Noia, Eugenio Di Sciascio
2023 — conf
Predicting Human Emotions using EEG-based Brain computer Interface and Interpretable Machine Learning.
Ital-IA
Tommaso Colafiglio, Paolo Sorino, Angela Lombardi, Domenico Lofù, Tommaso Di Noia
2023 — conf
Time-to-Event Interpretable Machine Learning for Multiple Sclerosis Worsening Prediction: Results from iDPP@CLEF 2023.
CLEF (Working Notes)
Angela Lombardi, Maria Luigia Natalia De Bonis, Giuseppe Fasano, Alessia Sportelli, Tommaso Colafiglio, Domenico Lofù, Paolo Sorino, Fedelucio Narducci, Eugenio Di Sciascio, Tommaso Di Noia
2022 B conf
Brain Computer Interface: Deep Learning Approach to Predict Human Emotion Recognition.
SMC
Carmelo Ardito, Ilaria Bortone, Tommaso Colafiglio, Tommaso Di Noia, Eugenio Di Sciascio, Domenico Lofù, Fedelucio Narducci, Rodolfo Sardone, Paolo Sorino
2021 — conf
A Biofeedback System to Compose Your Own Music While Dancing.
INTERACT (5)
Carmelo Ardito, Tommaso Colafiglio, Tommaso Di Noia, Eugenio Di Sciascio
2021 — conf
Brain Computer Interface, Visual Tracker and Artificial Intelligence for a Music Polyphony Generation System.
INTERACT (5)
Carmelo Ardito, Tommaso Colafiglio, Tommaso Di Noia, Eugenio Di Sciascio