CONFALONIERI, ROBERTO
CONFALONIERI, ROBERTO
Dipartimento di Matematica "Tullio Levi-Civita" - DM
(Sometimes) Less is More: Mitigating the Complexity of Rule-based Representation for Interpretable Classification
2025 Bergamin, Luca; Confalonieri, Roberto; Aiolli, Fabio
Categorical Explaining Functors: Ensuring Coherence in Logical Explanations
2025 Fioravanti, S.; Giannini, F.; Barbiero, P.; Frazzetto, P.; Confalonieri, R.; Zanasi, F.; Navarin, N.
CUBIC: Concept Embeddings for Unsupervised Bias Identification using VLMs
2025 Méndez, D.; Bontempo, G.; Ficarra, E.; Confalonieri, R.; Díaz-Rodríguez, N.
CUBIC: Unsupervised Detection of Conceptual Biases via Vision-Language Embeddings
2025 Mendez, D.; Bontempo, G.; Ficarra, E.; Confalonieri, R.; Diaz-Rodriguez, N.
Extracting PAC Decision Trees from Black Box Binary Classifiers: The Gender Bias Study Case on BERT-based Language Models
2025 Ozaki, Ana; Confalonieri, Roberto; Guimarães, Ricardo; Imenes, Anders
Integrating L0 regularization into Multi-layer Logical Perceptron for Interpretable Classification
2025 Jaimovitch-Lopez, G.; Bergamin, L.; Aiolli, F.; Confalonieri, R.
An End-to-End Framework for the Classification of Hyperspectral Images in the Wood Domain
2024 Confalonieri, R.; Htun, P. P.; Sun, B.; Tillo, T.
An Operational Framework for Guiding Human Evaluation in Explainable and Trustworthy Artificial Intelligence
2024 Confalonieri, R.; Alonso-Moral, J. M.
Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions
2024 Longo, L.; Brcic, M.; Cabitza, F.; Choi, J.; Confalonieri, R.; Ser, J. D.; Guidotti, R.; Hayashi, Y.; Herrera, F.; Holzinger, A.; Jiang, R.; Khosravi, H.; Lecue, F.; Malgieri, G.; Paez, A.; Samek, W.; Schneider, J.; Speith, T.; Stumpf, S.
Neural-Symbolic Learning and Reasoning 18th International Conference, NeSy 2024, Barcelona, Spain, September 9–12, 2024, Proceedings, Part I
2024 Besold, Tarek R.; D’Avila Garcez, Artur; Jimenez-Ruiz, Ernesto; Confalonieri, Roberto; Madhyastha, Pranava; Wagner, Benedikt
Neural-Symbolic Learning and Reasoning, 18th International Conference, NeSy 2024, Barcelona, Spain, September 9–12, 2024, Proceedings, Part II
2024 Besold, Tarek R.; D’Avila Garcez, Artur; Jimenez-Ruiz, Ernesto; Confalonieri, Roberto; Madhyastha, Pranava; Wagner, Benedikt
PREFACE
2024 Confalonieri, R.; Kutz, O.; Calvanese, D.; Gromann, D.; Holzinger, A.
The role of ontologies and knowledge in Explainable AI
2024 Confalonieri, R.; Kutz, O.; Calvanese, D.; Alonso-Moral, J. M.; Zhou, S. M.
An Ontological Modelling of Prototype Theories
2023 Porello, D.; Righetti, G.; Troquard, N.; Confalonieri, R.; Kutz, O.
Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence
2023 Ali, Sajid; Abuhmed, Tamer; El-Sappagh, Shaker; Muhammad, Khan; Alonso-Moral, Jose M.; Confalonieri, Roberto; Guidotti, Riccardo; Ser, Javier Del; Díaz-Rodríguez, Natalia; Herrera, Francisco
Proceedings of the 6th Workshop on Advances in Argumentation in Artificial Intelligence 2022 co-located with the 21st International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022)
2023 Confalonieri, Roberto; Porello, Daniele
A Technology Transfer Portal to Promote Industry-Academia Collaboration in South-Tyrol
2022 Confalonieri, R.; Janes, A.
A unified framework for managing sex and gender bias in AI models for healthcare
2022 Confalonieri, R.; Lucchesi, F.; Maffei, G.; Catuara-Solarz, S.
Almost Certain Termination for ALC Weakening
2022 Confalonieri, R.; Galliani, P.; Kutz, O.; Porello, D.; Righetti, G.; Troquard, N.
Evaluating the Interpretability of Tooth Expressions
2022 Righetti, G.; Porello, D.; Confalonieri, R.