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13 talks / Federico Sabbatini

talks

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)
ExACT Explainable Clustering: Unravelling the Intricacies of Cluster Formation (KoDis 2023@KR 2023, 03/09/2023) — Federico Sabbatini (Federico Sabbatini, Roberta Calegari)
Symbolic Knowledge-Extraction Evaluation Metrics: The FiRe Score (KoDis 2023@KR 2023, 03/09/2023) — 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)
Hypercube-Based Methods for Symbolic Knowledge Extraction: Towards a Unified Model (WOA 2022, 01/09/2022) — Federico Sabbatini (Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini)
Symbolic Knowledge Extraction from Opaque Machine Learning Predictors: GridREx & PEDRO (KR 2022, 04/08/2022) — Roberta Calegari (Federico Sabbatini, Roberta Calegari)
Clustering-Based Approaches for Symbolic Knowledge Extraction (KR 2022 – ML Session@KR 2022, 31/07/2022) — Roberta Calegari (Federico Sabbatini, Roberta Calegari)
Semantic Web-based Interoperability for Intelligent Agents with PSyKE (EXTRAAMAS 2022@AAMAS 2022, 09/05/2022) — Federico Sabbatini (Federico Sabbatini, Giovanni Ciatto, Andrea Omicini)
On the Design of PSyKE: A Platform for Symbolic Knowledge Extraction (WOA 2021, 01/09/2021) — Federico Sabbatini (Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini)
GridEx: An Algorithm for Knowledge Extraction from Black-Box Regressors (EXTRAAMAS 2021@AAMAS 2021, 03/05/2021) — Federico Sabbatini (Federico Sabbatini, Giovanni Ciatto, Andrea Omicini)

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