tag : black-box regressors
6 publications
Evaluation Metrics for Symbolic Knowledge Extracted from Machine Learning Black Boxes: A Discussion Paper (paper in proceedings, 2022) — Federico Sabbatini, Roberta Calegari Hypercube-Based Methods for Symbolic Knowledge Extraction: Towards a Unified Model (paper in proceedings, 2022) — Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini Symbolic Knowledge Extraction from Opaque Machine Learning Predictors: GridREx & PEDRO (paper in proceedings, 2022) — Federico Sabbatini, Roberta Calegari Clustering-Based Approaches for Symbolic Knowledge Extraction (paper in proceedings, 2022) — Federico Sabbatini, Roberta Calegari Semantic Web-based Interoperability for Intelligent Agents with PSyKE (paper in proceedings, 2022) — Federico Sabbatini, Giovanni Ciatto, Andrea Omicini GridEx: An Algorithm for Knowledge Extraction from Black-Box Regressors (paper in proceedings, 2021) — Federico Sabbatini, Giovanni Ciatto, Andrea Omicini