(paper in proceedings) Proceedings of the 2nd Workshop on Bias, Ethical AI, Explainability and the role of Logic and Logic Programming, BEWARE 2023 co-located with the 22nd International Conference of the Italian Association for Artificial Intelligence (AI*IA 2023). AI*IA Series 3615, 2023

Federico Sabbatini, Roberta Calegari

Symbolic Knowledge Extraction from Opaque Machine Learning Predictors: GridREx & PEDRO

(paper in proceedings) KR 2022, August 2022

Federico Sabbatini, Roberta Calegari

Clustering-Based Approaches for Symbolic Knowledge Extraction

(paper in proceedings) XLoKR 2022 - Third Workshop on Explainable Logic-Based Knowledge Representation, July 2022

Federico Sabbatini, Giovanni Ciatto, Andrea Omicini

Semantic Web-based Interoperability for Intelligent Agents with PSyKE

(paper in proceedings) EXTRAAMAS 2022. Lecture Notes in Computer Science 13283, 2022

Federico Sabbatini, Roberta Calegari

Evaluation Metrics for Symbolic Knowledge Extracted from Machine Learning Black Boxes: A Discussion Paper

(paper in proceedings) XAI-FIN-2022 - Second Workshop on Explainable AI in Finance @ICAIF 2022, 2 November 2022

Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini

Hypercube-Based Methods for Symbolic Knowledge Extraction: Towards a Unified Model

(paper in proceedings) WOA 2022. CEUR Workshop Proceedings 3261, November 2022

Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini

On the Design of PSyKE: A Platform for Symbolic Knowledge Extraction

(paper in proceedings) WOA 2021. CEUR Workshop Proceedings 2963, October 2021

Federico Sabbatini, Giovanni Ciatto, Andrea Omicini

GridEx: An Algorithm for Knowledge Extraction from Black-Box Regressors

(paper in proceedings) EXTRAAMAS 2021. Lecture Notes in Computer Science 12688, July 2021

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