Antonio Luca Alfeo

19 papers A* 1B 1C 1Journal 10Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Human-centered XAI via a Concept-Informed Prompt-based Validation framework for saliency maps [CIProVa].
Image Vis. Comput.
Marco Parola, Antonio Luca Alfeo, Mario G. C. A. Cimino
2026 C conf
Lie to Me: Knowledge Graphs for Robust Hallucination Self-Detection in LLMs.
ICPRAM
Sahil Kale, Antonio Luca Alfeo
2025 B conf
Building neural networks' latent space to extract instance-based explanations for sleep staging.
SMC
Guido Gagliardi, Antonio Luca Alfeo, Mario G. C. A. Cimino, Gaetano Valenza, Maarten De Vos
2025 J jnl
Lie to Me: Knowledge Graphs for Robust Hallucination Self-Detection in LLMs.
CoRR
Sahil Kale, Antonio Luca Alfeo
2025 J jnl
Model-driven validation of visual explanations for multimodal emotion recognition.
Mach. Learn.
Guido Gagliardi, Antonio Luca Alfeo, Vincenzo Catrambone, Mario G. C. A. Cimino, Maarten De Vos, Gaetano Valenza
2025 J jnl
Region-aware Minimal Counterfactual Rules for Model-agnostic Explainable Classification.
Mach. Learn.
Guido Gagliardi, Antonio Luca Alfeo, Riccardo Guidotti, Mario G. C. A. Cimino
2024 J jnl
Recognizing Bearings' Degradation Stage Using Multimodal Autoencoder to Learn Features from Different Time Series.
SN Comput. Sci.
Antonio Luca Alfeo, Mario G. C. A. Cimino, Guido Gagliardi
2023 — conf
Fine-Grained Emotion Recognition Using Brain-Heart Interplay Measurements and eXplainable Convolutional Neural Networks.
NER
Guido Gagliardi, Antonio Luca Alfeo, Vincenzo Catrambone, Mario G. C. A. Cimino, Maarten De Vos, Gaetano Valenza
2023 J jnl
From local counterfactuals to global feature importance: efficient, robust, and model-agnostic explanations for brain connectivity networks.
Comput. Methods Programs Biomed.
Antonio Luca Alfeo, Antonio G. Zippo, Vincenzo Catrambone, Mario G. C. A. Cimino, Nicola Toschi, Gaetano Valenza
2023 J jnl
Improving Emotion Recognition Systems by Exploiting the Spatial Information of EEG Sensors.
IEEE Access
Guido Gagliardi, Antonio Luca Alfeo, Vincenzo Catrambone, Diego Candia-Rivera, Mario G. C. A. Cimino, Gaetano Valenza
2023 — conf
Matching the Expert's Knowledge via a Counterfactual-Based Feature Importance Measure.
PKDD/ECML Workshops (3)
Antonio Luca Alfeo, Mario G. C. A. Cimino, Guido Gagliardi
2023 — conf
The EXPERIENCE Project: Unveiling Extended-Personal Reality Through Automated VR Environments and Explainable Artificial Intelligence.
MetroXRAINE
Gaetano Valenza, Mariano Alcañiz, Antonio Luca Alfeo, Matteo Bianchi, Vladimir Carli, Vincenzo Catrambone, Mario G. C. A. Cimino, Gabriela Dudnik, Andrea Duggento, Matteo Ferrante, Claudio Gentili, Jaime Guixeres, Simone Rossi, Nicola Toschi, Virginie van Wassenhove
2023 — conf
Using Contrastive Learning to Inject Domain-Knowledge Into Neural Networks for Recognizing Emotions.
SSCI
Guido Gagliardi, Antonio Luca Alfeo, Vincenzo Catrambone, Mario G. C. A. Cimino, Maarten De Vos, Gaetano Valenza
2019 J jnl
Assessing Refugees' Integration via Spatio-Temporal Similarities of Mobility and Calling Behaviors.
IEEE Trans. Comput. Soc. Syst.
Antonio Luca Alfeo, Mario G. C. A. Cimino, Bruno Lepri, Alex 'Sandy' Pentland, Gigliola Vaglini
2019 A* conf
Urban Swarms: A new approach for autonomous waste management.
ICRA
Antonio Luca Alfeo, Eduardo Castelló Ferrer, Yago Lizarribar Carrillo, Arnaud Grignard, Luis Alonso Pastor, Dylan T. Sleeper, Mario G. C. A. Cimino, Bruno Lepri, Gigliola Vaglini, Kent Larson, Marco Dorigo, Alex 'Sandy' Pentland
2019 — ch.
Using Call Data and Stigmergic Similarity to Assess the Integration of Syrian Refugees in Turkey.
Data for Refugees Challenge
Antonio Luca Alfeo, Mario G. C. A. Cimino, Bruno Lepri, Gigliola Vaglini
2018 J jnl
A Stigmergy-Based Analysis of City Hotspots to Discover Trends and Anomalies in Urban Transportation Usage.
IEEE Trans. Intell. Transp. Syst.
Antonio Luca Alfeo, Mario G. C. A. Cimino, Sara Egidi, Bruno Lepri, Gigliola Vaglini
2018 J jnl
Urban Swarms: A new approach for autonomous waste management.
CoRR
Antonio Luca Alfeo, Eduardo Castelló Ferrer, Yago Lizarribar Carrillo, Arnaud Grignard, Luis Alonso Pastor, Dylan T. Sleeper, Mario G. C. A. Cimino, Bruno Lepri, Gigliola Vaglini, Kent Larson, Marco Dorigo, Alex 'Sandy' Pentland
2017 — conf
Stigmergy-Based Modeling to Discover Urban Activity Patterns from Positioning Data.
SBP-BRiMS
Antonio Luca Alfeo, Mario Giovanni C. A. Cimino, Sara Egidi, Bruno Lepri, Alex Pentland, Gigliola Vaglini