Domenico Lofù

40 papers B 8Misc 1Journal 9Unranked 22
YearRankTypeTitle / 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 Misc conf
A Situation Awareness Computational Intelligent Model for Metabolic Syndrome Management.
CogSIMA
Domenico Lofù, Andrea Pazienza, Carmelo Ardito, Tommaso Di Noia, Eugenio Di Sciascio, Felice Vitulano
2022 B conf
A Web Crowdsourcing Platform for Territorial Control in Smart Cities.
ICWE
Andrea Pazienza, Domenico Lofù, Giampaolo Flace, Marco Salzedo, Pietro Noviello, Eugenio Di Sciascio, Felice Vitulano
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 — conf
Approach to Sector-Specific Cybersecurity Schemes: Key Elements and Security Problem Definition.
MCSS
Consuelo Assunta Colabuono, Douglas Wiemer, Maria Vittoria Marabello, Domenico Lofù, Marco Pappalardo, Piotr Bogacki, Andrzej Dziech, Jan Derkacz, Luis Angel Galindo Sánchez, Ewa Konieczna, Maya Bojilova, Giuseppe Chechile, Riccardo Feletto, Marco Dri, Massimo Zamagni, Emanuele Sansebastiano, Grégory Depaix, Cyril Ceresola, Bernard Opic, Massimo Ravenna, Marco Quartullo, Andrea Guarino, Paolo Modica, Raniero Rapone, Massimiliano Tarquini, Stefano Armenia
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
2022 J jnl
URANUS: Radio Frequency Tracking, Classification and Identification of Unmanned Aircraft Vehicles.
CoRR
Domenico Lofù, Pietro Tedeschi, Tommaso Di Noia, Eugenio Di Sciascio
2022 J jnl
Water quality prediction on a Sigfox-compliant IoT device: The road ahead of WaterS.
Ad Hoc Networks
Pietro Boccadoro, Daniele Vitanio, Pietro Di Gennaro, Domenico Lofù, Pietro Tedeschi
2021 — conf
An Artificial Intelligence Cyberattack Detection System to Improve Threat Reaction in e-Health.
ITASEC
Carmelo Ardito, Tommaso Di Noia, Eugenio Di Sciascio, Domenico Lofù, Andrea Pazienza, Felice Vitulano
2021 — conf
Towards a Healthcare Cybersecurity Certification Scheme.
CyberSA
Kristine Hovhannisyan, Piotr Bogacki, Consuelo Assunta Colabuono, Domenico Lofù, Maria Vittoria Marabello, Brady Eugene Maxwell
2021 — conf
User Feedback to Improve the Performance of a Cyberattack Detection Artificial Intelligence System in the e-Health Domain.
INTERACT (5)
Carmelo Ardito, Tommaso Di Noia, Eugenio Di Sciascio, Domenico Lofù, Andrea Pazienza, Felice Vitulano
2020 — conf
A Proposal of Case-Based Approach to Clinical Pathway Modeling Support.
EAIS
Carmelo Ardito, Francesco Bellifemine, Tommaso Di Noia, Domenico Lofù, Giulio Mallardi
2020 — conf
An Edge Ambient Assisted Living Process for Clinical Pathway.
ForItAAL
Carmelo Ardito, Tommaso Di Noia, Corrado Fasciano, Domenico Lofù, Nicola Macchiarulo, Giulio Mallardi, Andrea Pazienza, Felice Vitulano
2020 — conf
Management at the Edge of Situation Awareness During Patient Telemonitoring.
AI*IA
Carmelo Ardito, Tommaso Di Noia, Corrado Fasciano, Domenico Lofù, Nicola Macchiarulo, Giulio Mallardi, Andrea Pazienza, Felice Vitulano
2020 — conf
Towards a Situation Awareness for eHealth in Ageing Society.
AIxAS@AI*IA
Carmelo Ardito, Tommaso Di Noia, Corrado Fasciano, Domenico Lofù, Nicola Macchiarulo, Giulio Mallardi, Andrea Pazienza, Felice Vitulano
2020 — conf
Towards a Trustworthy Patient Home-Care Thanks to an Edge-Node Infrastructure.
HCSE
Carmelo Ardito, Tommaso Di Noia, Eugenio Di Sciascio, Domenico Lofù, Giulio Mallardi, Claudio Pomo, Felice Vitulano
2020 J jnl
Water Quality Prediction on a Sigfox-compliant IoT Device: The Road Ahead of WaterS.
CoRR
Pietro Boccadoro, Daniele Vitanio, Pietro Di Gennaro, Domenico Lofù, Pietro Tedeschi
2019 J jnl
WaterS: A Sigfox-compliant prototype for water monitoring.
Internet Technol. Lett.
Pietro Di Gennaro, Domenico Lofù, Daniele Vitanio, Pietro Tedeschi, Pietro Boccadoro