Fedelucio Narducci

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:

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 - Sorino Paolo, Lofù Domenico, Iannone Alessandro, Narducci Fedelucio, Di Sciascio Eugenio, Di Noia Tommaso

Enhancing EEG-based limbs movement classification through advanced Machine Learning techniques for Motor Imagery
The 5th IEEE International Conference on Human-Machine Systems (IEEE ICHMS 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

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 - Cornacchia Giandomenico, Anelli Vito Walter, Narducci Fedelucio, Ragone Azzurra, Di Sciascio Eugenio

A General Architecture for a Trustworthy Creditworthiness-Assessment Platform in the Financial Domain
Annals of Emerging Technologies in Computing

DOI: 10.33166/aetic.2023.02.005

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

2022 - Di Noia Tommaso, Donini Francesco M., Jannach Dietmar, Narducci Fedelucio, Pomo Claudio

Conversational recommendation: Theoretical model and complexity analysis
Information Sciences

DOI: 10.1016/j.ins.2022.07.169

2023 - Cornacchia Giandomenico, Anelli Vito Walter, Biancofiore Giovanni Maria, Narducci Fedelucio, Ragone Azzurra, Pomo Claudio, Di Sciascio Eugenio

Auditing fairness under unawareness through counterfactual reasoning
Fairness; Discrimination; Counterfactual reasoning; Proxy features; Information Processing & Management

DOI: 10.1016/j.ipm.2022.103224

2022 - Aresta Simona, Bortone Ilaria, Bottiglione Francesco, Di Noia Tommaso, Di Sciascio Eugenio, Lofù Domenico, Musci Mariapia, Narducci Fedelucio, Pazienza Andrea, Sardone Rodolfo, Sorino Paolo

Combining Biomechanical Features and Machine Learning Approaches to Identify Fencers Levels for Training Support
Applied Sciences

DOI: 10.3390/app122312350

2022 - Biancofiore Giovanni Maria, Di Noia Tommaso, Di Sciascio Eugenio, Narducci Fedelucio, Pastore Paolo

Aspect Based Sentiment Analysis in Music: a case study with Spotify
Proceedings of ACM SAC Conference 2022

DOI: 10.1145/3477314.3507092

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 - Castellana Fabio, Aresta Simona, Sorino Paolo, Bortone Ilaria, Lofù Domenico, Narducci Fedelucio, Di Noia Tommaso, Di Sciascio Eugenio, Sardone Rodolfo

An Artificial Neural Network Model to Assess Nutritional Factors Associated with Frailty in the Aging Population from Southern Italy
IEEE International Conference on Systems, Man, and Cybernetics (SMC 2022)

DOI: https://doi.org/10.1109/SMC53654.2022.9945542

2021 - Cornacchia Giandomenico, Ragone Azzurra, Narducci Fedelucio

A general model for fair and explainable recommendation in the loan domain
Joint Workshop Proceedings of the 3rd Edition of Knowledge-aware and Conversational Recommender Systems (KaRS) and the 5th Edition of Recommendation in Complex Environments (ComplexRec) co-located with 15th ACM RecSys 2021, Amsterdam, 2021

DOI: ceur-ws.org/Vol-2960

2021 - Cornacchia Giandomenico, Narducci Fedelucio, Ragone Azzurra

Improving the User Experience and the Trustworthiness of Financial Services
Trustworthy AI Financial services Credit scoring Fairness Explainability Human-centered computing18th International Conference promoted by the IFIP Technical Committee 13 on Human Computer Interaction - (INTERACT 2021)

DOI: 10.1007/978-3-030-85607-6_19

2022 - Anelli Vito Walter, Deldjoo Yashar, Di Noia Tommaso, Ferrara Antonio, Narducci Fedelucio

User-Controlled Federated Matrix Factorization for Recommender Systems
Journal of Intelligent Information Systems

DOI: 10.1007/s10844-021-00688-z

2021 - Anelli Vito Walter, Deldjoo Yashar, Di Noia Tommaso, Ferrara Antonio, Narducci Fedelucio

Federated Recommender Systems with Learning to Rank
SEBD 2021: The 29th Italian Symposium on Advanced Database Systems

DOI: 10.1145/3460231.3478858

2021 - Anelli Vito Walter, Belli Luca, Deldjoo Yashar, Di Noia Tommaso, Ferrara Antonio, Narducci Fedelucio, Pomo Claudio

Pursuing Privacy in Recommender Systems: the View of Users and Researchers from Regulations to Applications
RecSys 21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 2021

DOI: 10.1145/3460231.3473326

2021 - Cornacchia Giandomenico, Donini Francesco M., Narducci Fedelucio, Pomo Claudio, Ragone Azzurra

Explanation in Multi-Stakeholder Recommendation for Enterprise Decision Support Systems
Advanced Information Systems Engineering Workshops - CAiSE 2021 International Workshops, Melbourne, VIC, Australia,, 2021