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- Unlocking Insights and Trust: The Value of Explainable Clustering Algorithms for Cognitive Agents (WOA 2023, 08/11/2023) — Giovanni Ciatto (Federico Sabbatini, Roberta Calegari)
- Symbolic Knowledge-Extraction Evaluation Metrics: The FiRe Score (ECAI-2023, 04/10/2023) — Federico Sabbatini (Federico Sabbatini, Roberta Calegari)
- Explainable Clustering with CREAM (KR 2023, 07/09/2023) — Federico Sabbatini (Federico Sabbatini, Roberta Calegari)
- Bottom-Up and Top-Down Workflows for Hypercube- and Clustering-based Knowledge Extractors (EXTRAAMAS 2023@AAMAS 2023, 29/05/2023) — Federico Sabbatini (Federico Sabbatini, Roberta Calegari)
- On the Evaluation of the Symbolic Knowledge Extracted from Black Boxes (AAAI Spring Symposium 2023 – AITA: AI Trustworthiness Assessment, 27/03/2023) — Roberta Calegari (Federico Sabbatini, Roberta Calegari)
- Symbolic Knowledge Extraction from Opaque Machine Learning Predictors: GridREx & PEDRO (KR 2022, 04/08/2022) — Roberta Calegari (Federico Sabbatini, Roberta Calegari)
- Grounding Trustworthy AI: from high-level principles to technical requirements (IJCAI-ECAI 22, 25/07/2022) — Roberta Calegari (Roberta Calegari, Michela Milano, Catelijne Muller)