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tag : symbolic knowledge extraction
tag : symbolic knowledge extraction
11 publications
Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature Review
(ACM Computing Surveys, 2024) —
Giovanni Ciatto, Federico Sabbatini, Andrea Agiollo, Matteo Magnini, Andrea Omicini
From Large Language Models to Small Logic Programs: Building Global Explanations from Disagreeing Local Post-hoc Explainers
(Autonomous Agents and Multi-Agent Systems, 2024) —
Andrea Agiollo, Luciano Cavalcante Siebert, Pradeep Kumar Murukannaiah, Andrea Omicini
Unveiling Opaque Predictors via Explainable Clustering: The CReEPy Algorithm
(2023) —
Federico Sabbatini, Roberta Calegari
Unlocking Insights and Trust: The Value of Explainable Clustering Algorithms for Cognitive Agents
(WOA 2023) —
Federico Sabbatini, Roberta Calegari
Symbolic Knowledge-Extraction Evaluation Metrics: The FiRe Score
(ECAI-2023) —
Federico Sabbatini, Roberta Calegari
Symbolic Knowledge Extraction for Explainable Nutritional Recommenders
(Computer Methods and Programs in Biomedicine, 2023) —
Matteo Magnini, Giovanni Ciatto, Furkan Cantürk, Reyhan Aydoǧan, Andrea Omicini
Bridging Symbolic and Sub-Symbolic AI: Towards Cooperative Transfer Learning in Multi-Agent Systems
(AIxIA 2022) —
Matteo Magnini, Giovanni Ciatto, Andrea Omicini
Achieving Complete Coverage with Hypercube-Based Symbolic Knowledge-Extraction Techniques
(ECAI-2023) —
Federico Sabbatini, Roberta Calegari
Symbolic Knowledge Extraction from Opaque Machine Learning Predictors: GridREx & PEDRO
(KR 2022) —
Federico Sabbatini, Roberta Calegari
Symbolic knowledge extraction from opaque ML predictors in PSyKE: Platform design & experiments
(Intelligenza Artificiale, 2022) —
Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
Hypercube-Based Methods for Symbolic Knowledge Extraction: Towards a Unified Model
(WOA 2022) —
Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
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