Publications

9 publications / tag : PSyKE

Unlocking Insights and Trust: The Value of Explainable Clustering Algorithms for Cognitive Agents (paper in proceedings, 2023) — Federico Sabbatini, Roberta Calegari — Federico Sabbatini, Roberta Calegari
ExACT Explainable Clustering: Unravelling the Intricacies of Cluster Formation (paper in proceedings, 2023) — Federico Sabbatini, Roberta Calegari — Federico Sabbatini, Roberta Calegari
Achieving Complete Coverage with Hypercube-Based Symbolic Knowledge-Extraction Techniques (paper in proceedings, 2023) — Federico Sabbatini, Roberta Calegari — Federico Sabbatini, Roberta Calegari
Explainable Clustering with CREAM (paper in proceedings, 2023) — Federico Sabbatini, Roberta Calegari — Federico Sabbatini, Roberta Calegari
Unveiling Opaque Predictors via Explainable Clustering: The CReEPy Algorithm (paper in proceedings, 2023) — Federico Sabbatini, Roberta Calegari — Federico Sabbatini, Roberta Calegari
The PSyKE Technology for Trustworthy Artificial Intelligence (paper in proceedings, 2023) — Roberta Calegari, Federico Sabbatini — Roberta Calegari, Federico Sabbatini
Symbolic knowledge extraction from opaque ML predictors in PSyKE: Platform design & experiments (article in journal, 2022) — Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini — Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
Hypercube-Based Methods for Symbolic Knowledge Extraction: Towards a Unified Model (paper in proceedings, 2022) — Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini — Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
On the Design of PSyKE: A Platform for Symbolic Knowledge Extraction (paper in proceedings, 2021) — Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini — Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini