Pubblicazioni

Breaking Down Accuracy with Subspace Optimization

2024 - Proceedings 27th International Conference on Extending Database Technology
Firmani, Donatella; Grani, Giorgio; Tagliafierro, Flavia

Semantic Explanations of Classifiers through the Ontology-Based Data Management Paradigm (Extended Abstract)

2024 - Proceedings of the 37th International Workshop on Description Logics (DL 2024)
Papi, Laura; Cima, Gianluca; Console, Marco; Lenzerini, Maurizio

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

2024 - ACM COMPUTING SURVEYS
Prado-Romero, M. A.; Prenkaj, B.; Stilo, G.; Giannotti, F.

Robust Stochastic Graph Generator for Counterfactual Explanations

2024 - Proceedings of the AAAI Conference on Artificial Intelligence
Prado-Romero, M. A.; Prenkaj, B.; Stilo, G.

An explainable fast deep neural network for emotion recognition

2024 - BIOMEDICAL SIGNAL PROCESSING AND CONTROL
Di Luzio, Francesco; Rosato, Antonello; Panella, Massimo

Categorical Foundation of Explainable AI: A Unifying Theory

2024 - Communications in Computer and Information Science
Giannini, Francesco; Fioravanti, Stefano; Barbiero, Pietro; Tonda, Alberto; Lio, Pietro; Di Lavore, Elena

Identifying Candidates for Protein-Protein Interaction: A Focus on NKp46’s Ligands

2024 - Proceedings of the First Workshop on Explainable Artificial Intelligence for the Medical Domain (EXPLIMED 2024)
Borghini, A.; Di Valerio, F.; Ragno, A.; Capobianco, R.

Explainable AI in radiology: a white paper of the Italian Society of Medical and Interventional Radiology

2023 - LA RADIOLOGIA MEDICA
Neri, Emanuele; Aghakhanyan, Gayane; Zerunian, Marta; Gandolfo, Nicoletta; Grassi, Roberto; Miele, Vittorio; Giovagnoni, Andrea; Laghi, Andrea

An Information Granulation Approach Through m-Grams for Text Classification

2023 - Computational intelligence
DE SANTIS, Enrico; Capillo, Antonino; Ferrandino, Emanuele; FRATTALE MASCIOLI, Fabio Massimo; Rizzi, Antonello

Developing and Evaluating Graph Counterfactual Explanation with GRETEL

2023 - WSDM 2023 - Proceedings of the 16th ACM International Conference on Web Search and Data Mining
Prado-Romero, M. A.; Prenkaj, B.; Stilo, G.

Towards a fuller understanding of neurons with Clustered Compositional Explanations

2023 - Advances in Neural Information Processing Systems
LA ROSA, Biagio; Gilpin, Leilani H.; Capobianco, Roberto

Logic Explained Networks

2023 - ARTIFICIAL INTELLIGENCE
Ciravegna, G.; Barbiero, P.; Giannini, F.; Gori, M.; Lio, P.; Maggini, M.; Melacci, S.

Study on Transfer Learning Capabilities for Pneumonia Classification in Chest-X-Rays Images

2022 - COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
Avola, D.; Bacciu, A.; Cinque, L.; Fagioli, A.; Marini, M. R.; Taiello, R.

KERMITviz: Visualizing Neural Network Activations on Syntactic Trees

2022 - Communications in Computer and Information Science
Ranaldi, L.; Fallucchi, F.; Santilli, A.; Zanzotto, F. M.

La teoria dei prototipi incontra il word embedding: un nuovo approccio per la categorizzazione del testo mediante il Granular Computing

2022 - Memorie - XXXVI Riunione Nazionale dei Ricercatori di Elettrotecnica
Rizzi, Antonello; DE SANTIS, Enrico; FRATTALE MASCIOLI, Fabio Massimo

Explain the Explainer: Interpreting Model-Agnostic Counterfactual Explanations of a Deep Reinforcement Learning Agent

2022 - IEEE TRANSACTIONS ON ARTIFICIAL INTELLIGENCE
Chen, Z.; Silvestri, F.; Tolomei, G.; Wang, J.; Zhu, H.; Ahn, H.

Usage of more transparent and explainable conflict resolution algorithm: Air traffic controller feedback

2022 - Transportation Research Procedia
Hurter, C.; Degas, A.; Guibert, A.; Durand, N.; Ferreira, A.; Cavagnetto, N.; Islam, M. R.; Barua, S.; Ahmed, M. U.; Begum, S.; Bonelli, S.; Cartocci, G.; Flumeri, G. D.; Borghini, G.; Babiloni, F.; Aricó, P.

Ensemble approaches for Graph Counterfactual Explanations

2022 - CEUR Workshop Proceedings
Prado-Romero, M. A.; Prenkaj, B.; Stilo, G.; Celi, A.; Estevanell-Valladares, E.; Valdes-Perez, D. A.

Automatic entity labeling through explanation techniques

2021 - 29th Italian Symposium on Advanced Database Systems, SEBD 2021
Castano, S.; Ferrara, A.; Firmani, D.; Mathew, J. G.; Montanelli, S.

Mining m-grams by a granular computing approach for text classification

2020 - Proceedings of the 12th International Joint Conference on Computational Intelligence - Volume 1: NCTA
Capillo, Antonino; De Santis, Enrico; Frattale Mascioli, Fabio Massimo; Rizzi, Antonello

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