Paolo Sorino - RankMe

26 papers B 8Journal 5Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	Assessing the Short-Term Impact of Air Pollution and Socioeconomic Factors on the Overall Mortality of Taranto: an eXplainable Machine Learning Approach. SMC Domenico Lofù, Gianluca Colonna, Paolo Sorino, Fabio Castellana, Angela Lombardi, Azzurra Ragone, Rodolfo Sardone
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`	Enhancing EEG-Based Limbs Movement Classification through Advanced Machine Learning Techniques for Motor Imagery. ICHMS Paolo Sorino, Domenico Lofù, Alessandro Iannone, 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	B	`conf`	Explainable Machine Learning for Clinical Prediction of High-Flow Nasal Cannula Therapy in Pediatric Bronchiolitis. SMC Paolo Sorino, Domenico Lofù, Fedelucio Narducci, Tommaso Di Noia, Eugenio Di Sciascio, Ignazio Lofù
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	—	`conf`	Integrating eXplainable AI in Healthcare: A Web Application Framework for Advancing the One Health Paradigm. ICWE Workshops Danilo Danese, Tommaso Di Noia, Angela Lombardi, Domenico Lofù, Fatemeh Nazary, Rodolfo Sardone, Paolo Sorino
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`	An Artificial Neural Network Model to Assess Nutritional Factors Associated with Frailty in the Aging Population from Southern Italy. SMC Fabio Castellana, Simona Aresta, Paolo Sorino, Ilaria Bortone, Domenico Lofù, Fedelucio Narducci, Tommaso Di Noia, Eugenio Di Sciascio, Rodolfo Sardone
2022	B	`conf`	Blockchain and AI to Build an Alzheimer's Risk Calculator. ICWE Paolo Sorino
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
2022	—	`conf`	CPU-side comparison for Key Agreement between Tree Parity Machines and standard Cryptographic Primitives. DESSERT Domenico Lofù, Pietro Di Gennaro, Paolo Sorino, Tommaso Di Noia, Eugenio Di Sciascio
2022	J	`jnl`	Dietary Patterns Associated with Diabetes in an Older Population from Southern Italy Using an Unsupervised Learning Approach. Sensors Rossella Tatoli, Luisa Lampignano, Ilaria Bortone, Rossella Donghia, Fabio Castellana, Roberta Zupo, Sarah Tirelli, Sara De Nucci, Annamaria Sila, Annalidia Natuzzi, Madia Lozupone, Chiara Griseta, Sabrina Sciarra, Simona Aresta, Giovanni De Pergola, Paolo Sorino, Domenico Lofù, Francesco Panza, Tommaso Di Noia, Rodolfo Sardone