Angela Lombardi

41 papers B 3C 1Journal 16Unranked 21

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	FlowLet: Conditional 3D Brain MRI Synthesis using Wavelet Flow Matching. CoRR Danilo Danese, Angela Lombardi, Matteo Attimonelli, Giuseppe Fasano, Tommaso Di Noia
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	—	`conf`	Comparing XAI Explanations and Synthetic Data Augmentation Strategies in Neuroimaging AI. xAI (4) Danilo Danese, Giuseppe Fasano, Angela Lombardi, Eugenio Di Sciascio, Tommaso Di Noia
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 AI for Brain Age Prediction: Design, Implementation, and Formative Evaluation of an Interactive Tool. HHAI Maria Luigia Natalia De Bonis, Giuseppe Fasano, Angela Lombardi, Aldo Testino, Eugenio Di Sciascio, Tommaso Di Noia, Carmelo Ardito
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	—	`conf`	Exploring Explainability in Federated Learning: A Comparative Study on Brain Age Prediction. xAI (1) Giuseppe Fasano, Angela Lombardi, Antonio Ferrara, 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`	BRAINEX: A Systematic Framework for CNN Models Evaluation and XAI Methods Comparison in Brain Age Prediction. BI (1) Giuseppe Fasano, Maria Luigia Natalia De Bonis, Angela Lombardi, Carmelo Ardito, Eugenio Di Sciascio, 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`	Explainable brain age prediction: a comparative evaluation of morphometric and deep learning pipelines. Brain Informatics Maria Luigia Natalia De Bonis, Giuseppe Fasano, Angela Lombardi, Carmelo Ardito, Antonio Ferrara, Eugenio Di Sciascio, Tommaso Di Noia
2024	—	`conf`	Exploring the Usability and Trustworthiness of AI-Driven User Interfaces for Neurological Diagnosis. UMAP (Adjunct Publication) Angela Lombardi, Sofia Marzo, Tommaso Di Noia, Eugenio Di Sciascio, Carmelo Ardito
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	—	`conf`	Intuitiveness and Trustworthiness of AI-Powered Interfaces for Neurological Diagnosis - Preliminary Results. HCSE Angela Lombardi, Sofia Marzo, Eugenio Di Sciascio, Tommaso Di Noia, Carmelo Ardito
2024	J	`jnl`	MetalHawk: Enhanced Classification of Metal Coordination Geometries by Artificial Neural Networks. J. Chem. Inf. Model. Gianmattia Sgueglia, Michail D. Vrettas, Marco Chino, Alfonso De Simone, Angela Lombardi
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	J	`jnl`	A human-interpretable machine learning pipeline based on ultrasound to support leiomyosarcoma diagnosis. Artif. Intell. Medicine Angela Lombardi, Francesca Arezzo, Eugenio Di Sciascio, Carmelo Ardito, Michele Mongelli, Nicola Di Lillo, Fabiana Divina Fascilla, Erica Silvestris, Anila Kardhashi, Carmela Putino, Ambrogio Cazzolla, Vera Loizzi, Gerardo Cazzato, Gennaro Cormio, 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`	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	J	`jnl`	A robust framework to investigate the reliability and stability of explainable artificial intelligence markers of Mild Cognitive Impairment and Alzheimer's Disease. Brain Informatics Angela Lombardi, Domenico Diacono, Nicola Amoroso, Przemyslaw Biecek, Alfonso Monaco, Loredana Bellantuono, Ester Pantaleo, Giancarlo Logroscino, Roberto De Blasi, Sabina Tangaro, Roberto Bellotti
2022	J	`jnl`	Sustainable development goals: conceptualization, communication and achievement synergies in a complex network framework. Appl. Netw. Sci. Loredana Bellantuono, Alfonso Monaco, Nicola Amoroso, Vincenzo Aquaro, Angela Lombardi, Sabina Tangaro, Roberto Bellotti
2021	J	`jnl`	Predicting brain age with complex networks: From adolescence to adulthood. NeuroImage Loredana Bellantuono, Luca Marzano, Marianna La Rocca, Dominique Duncan, Angela Lombardi, Tommaso Maggipinto, Alfonso Monaco, Sabina Tangaro, Nicola Amoroso, Roberto Bellotti
2020	J	`jnl`	Use of an Artificial Miniaturized Enzyme in Hydrogen Peroxide Detection by Chemiluminescence. Sensors Gerardo Zambrano, Flavia Nastri, Vincenzo Pavone, Angela Lombardi, Marco Chino
2019	J	`jnl`	Communicability Characterization of Structural DWI Subcortical Networks in Alzheimer's Disease. Entropy Eufemia Lella, Nicola Amoroso, Domenico Diacono, Angela Lombardi, Tommaso Maggipinto, Alfonso Monaco, Roberto Bellotti, Sabina Tangaro
2019	J	`jnl`	Communicability disruption in Alzheimer's disease connectivity networks. J. Complex Networks Eufemia Lella, Nicola Amoroso, Angela Lombardi, Tommaso Maggipinto, Sabina Tangaro, Roberto Bellotti, Alzheimer's Disease Neuroimaging Initiative
2019	J	`jnl`	Modelling cognitive loads in schizophrenia by means of new functional dynamic indexes. NeuroImage Angela Lombardi, Cataldo Guaragnella, Nicola Amoroso, Alfonso Monaco, Leonardo Fazio, Paolo Taurisano, Giulio Pergola, Giuseppe Blasi, Alessandro Bertolino, Roberto Bellotti, Sabina Tangaro
2019	—	`conf`	Multidimensional Neuroimaging Processing in ReCaS Datacenter. IDCS Angela Lombardi, Eufemia Lella, Nicola Amoroso, Domenico Diacono, Alfonso Monaco, Roberto Bellotti, Sabina Tangaro
2018	—	`conf`	Age Related Topological Analysis of Synchronization-Based Functional Connectivity. COMPLEX NETWORKS (2) Angela Lombardi, Nicola Amoroso, Domenico Diacono, Eufemia Lella, Roberto Bellotti, Sabina Tangaro
2017	J	`jnl`	A Novel Synchronization-Based Approach for Functional Connectivity Analysis. Complex. Angela Lombardi, Sabina Tangaro, Roberto Bellotti, Alessandro Bertolino, Giuseppe Blasi, Giulio Pergola, Paolo Taurisano, Cataldo Guaragnella
2017	J	`jnl`	A Quartz Crystal Microbalance Immunosensor for Stem Cell Selection and Extraction. Sensors Ornella Maglio, Salvatore Costanzo, Rosaria Cercola, Gerardo Zambrano, Marco Mauro, Raffaele Battaglia, Gianluca Ferrini, Flavia Nastri, Vincenzo Pavone, Angela Lombardi
2017	—	`conf`	Identification of "Die Hard" Nodes in Complex Networks: A Resilience Approach. WIVACE Angela Lombardi, Sabina Tangaro, Roberto Bellotti, Angelo Cardellicchio, Cataldo Guaragnella
2016	C	`conf`	Assessment of seasonal variations of radar backscattering coefficient using sentinel-1 data. IGARSS Pietro Guccione, Angela Lombardi, Rossella Giordano
2016	—	`conf`	Mild Traumatic Brain Injury Outcome Prediction Based on Both Graph and K-nn Methods. BrainLes@MICCAI Roberto Bellotti, Angela Lombardi, Cataldo Guaragnella, Nicola Amoroso, Andrea Tateo, Sabina Tangaro
2015	—	`conf`	Combining Graph Analysis and Recurrence Plot on fMRI data. MeMeA Angela Lombardi, Pietro Guccione, Luigi Mascolo, Paolo Taurisano, Leonardo Fazio, Giovanni Nico