Per Year
15
talks
/
2021–2025
/
Federico Sabbatini
- Exploiting Explainable Artificial Intelligence for Space Weather Investigations on Board LISA and Future Space Interferometers for Gravitational Wave Detection (phd) — Federico Sabbatini (Federico Sabbatini)
- Unlocking Insights and Trust: The Value of Explainable Clustering Algorithms for Cognitive Agents (talk, WOA 2023) — Giovanni Ciatto (Federico Sabbatini, Roberta Calegari)
- Symbolic Knowledge-Extraction Evaluation Metrics: The FiRe Score (talk, ECAI-2023) — Federico Sabbatini (Federico Sabbatini, Roberta Calegari)
- Explainable Clustering with CREAM (talk, KR 2023) — Federico Sabbatini (Federico Sabbatini, Roberta Calegari)
- ExACT Explainable Clustering: Unravelling the Intricacies of Cluster Formation (talk, KoDis 2023@KR 2023) — Federico Sabbatini (Federico Sabbatini, Roberta Calegari)
- Symbolic Knowledge-Extraction Evaluation Metrics: The FiRe Score (talk, KoDis 2023@KR 2023) — Federico Sabbatini (Federico Sabbatini, Roberta Calegari)
- Bottom-Up and Top-Down Workflows for Hypercube- and Clustering-based Knowledge Extractors (talk, EXTRAAMAS 2023@AAMAS 2023) — Federico Sabbatini (Federico Sabbatini, Roberta Calegari)
- On the Evaluation of the Symbolic Knowledge Extracted from Black Boxes (talk, AAAI Spring Symposium 2023 – AITA: AI Trustworthiness Assessment) — Roberta Calegari (Federico Sabbatini, Roberta Calegari)
- Symbolic Knowledge Extraction via PSyKE. A Tutorial (tutorial, PRIMA 2022) — Giovanni Ciatto (Giovanni Ciatto, Matteo Magnini, Federico Sabbatini)
- Hypercube-Based Methods for Symbolic Knowledge Extraction: Towards a Unified Model (talk, WOA 2022) — Federico Sabbatini (Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini)
- Symbolic Knowledge Extraction from Opaque Machine Learning Predictors: GridREx & PEDRO (talk, KR 2022) — Roberta Calegari (Federico Sabbatini, Roberta Calegari)
- Clustering-Based Approaches for Symbolic Knowledge Extraction (talk, KR 2022 – ML Session@KR 2022) — Roberta Calegari (Federico Sabbatini, Roberta Calegari)
- Semantic Web-based Interoperability for Intelligent Agents with PSyKE (talk, EXTRAAMAS 2022@AAMAS 2022) — Federico Sabbatini (Federico Sabbatini, Giovanni Ciatto, Andrea Omicini)
- On the Design of PSyKE: A Platform for Symbolic Knowledge Extraction (talk, WOA 2021) — Federico Sabbatini (Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini)
- GridEx: An Algorithm for Knowledge Extraction from Black-Box Regressors (talk, EXTRAAMAS 2021@AAMAS 2021) — Federico Sabbatini (Federico Sabbatini, Giovanni Ciatto, Andrea Omicini)
0000-0002-0532-6777