Pubblicazioni

Influence based explainability of brain tumors segmentation in magnetic resonance imaging

2025 - PROGRESS IN ARTIFICIAL INTELLIGENCE

Torda, Tommaso; Ciardiello, Andrea; Gargiulo, Simona; Grillo, Greta; Scardapane, Simone; Voena, Cecilia; Giagu, Stefano

Improving the explainability of autoencoder factors for commodities through forecast-based Shapley values

2024 - SCIENTIFIC REPORTS

Cerqueti, Roy; Iovanella, Antonio; Mattera, Raffaele; Storani, Saverio

A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation

2024 - ACM COMPUTING SURVEYS

Prado-Romero, M. A.; Prenkaj, B.; Stilo, G.; Giannotti, F.

Enhancing autism detection through gaze analysis using eye tracking sensors and data attribution with distillation in deep neural networks

2024 - SENSORS

Colonnese, Federica; Di Luzio, Francesco; Rosato, Antonello; Panella, Massimo

Explainable spatio-temporal Graph Neural Networks for multi-site photovoltaic energy production

2023 - APPLIED ENERGY

Verdone, A.; Scardapane, S.; Panella, M.

Concept Distillation inÂ Graph Neural Networks

2023 - World Conference on Explainable Artificial Intelligence

Charlotte Magister, Lucie; Barbiero, Pietro; Kazhdan, Dmitry; Siciliano, Federico; Ciravegna, Gabriele; Silvestri, Fabrizio; Jamnik, Mateja; LiÃ², Pietro

Combining Stochastic Explainers and Subgraph Neural Networks can Increase Expressivity and Interpretability

2023 - ESANN 2023- Proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning

Spinelli, Indro; Guerra, Michele; Bianchi, Filippo Maria; Scardapane, Simone

Comunicare nell'infosfera. SocietÃ digitale e nuova vulnerabilitÃ della persona umana

2022 - ACTUALIDAD JURÃDICA IBEROAMERICANA

Messinetti, Raffaella

Explainer Divergence Scores (EDS): Some Post-Hoc Explanations May be Effective for Detecting Unknown Spurious Correlations

2022 - CIKM-WS 2022 Proceedings of the CIKM 2022 Workshops

Cardozo, S.; Montero, G. I.; Kazhdan, D.; Dimanov, B.; Wijaya, M.; Jamnik, M.; Lio, P.

La privacy e il controllo dell'identitÃ algoritmica

2021 - CONTRATTO E IMPRESA EUROPA

Messinetti, Raffaella

Comunicare nell'infosfera. La vulnerabilitÃ della persona digitale

2021 - FEDERALISMI.IT

Messinetti, Raffaella

Explainable inference on sequential data via memory-tracking

2020 - Proceedings of the 29th International Joint Conference on Artificial Intelligence

La Rosa, Biagio; Capobianco, Roberto; Nardi, Daniele

A multi-robot platform for the autonomous operation and maintenance of offshore wind farms blue sky ideas track

2020 - Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS

Bernardini, S.; Jovan, F.; Jiang, Z.; Watson, S.; Moradi, P.; Richardson, T.; Sadeghian, R.; Sareh, S.

MARLeME: A Multi-Agent Reinforcement Learning Model Extraction Library

2020 - 2020 International Joint Conference on Neural Networks (IJCNN)

Kazhdan, D.; Shams, Z.; Lio, P.