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Research article

First published 2024-07-31

Untying black boxes with clustering-based symbolic knowledge extraction

Federico Sabbatini, Roberta Calegari

Intelligenza Artificiale

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Research article

First published 2022-07-08

Symbolic knowledge extraction from opaque ML predictors in PSyKE: Platform design & experiments

Federico Sabbatini, Giovanni Ciatto, Roberta Calegari [...]

Intelligenza Artificiale

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Research article

First published 2023-06-07

Towards a unified model for symbolic knowledge extraction with hypercube-based methods

Federico Sabbatini, Giovanni Ciatto, Roberta Calegari [...]

Intelligenza Artificiale

Open access

Research article

First published 2025

From neural activations to concepts: A survey on explaining concepts in neural networks

Jae Hee Lee, Sergio Lanza, Stefan Wermter

Neurosymbolic Artificial Intelligence

Open access

Research article

First published 2025

Towards a neuro-symbolic cycle for human-centered explainability

Alessandra Mileo

Neurosymbolic Artificial Intelligence

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Research article

First published 2003-11

An introduction to symbolic data analysis and the SODAS software

Edwin Diday, Floriana Esposito

Intelligent Data Analysis: An International Journal

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Research article

First published 1995-8

A Tightly Coupled Approach to Fuzzy Syntactic Parsing and Neural Networks for Event-Synchronous Signal Inspection

Soon Ju Kang, Yong Rae Kwon

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

Open access

Research article

First published 2026

Techno-colonization of scholarly communication: A call to reclaim control

Simeon Vidolov, Stefan Klein

Organization

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Research article

First published 2006-9

Toward a generalization of neuro-symbolic recognition: An application to arabic words

Labiba Souici-Meslati, Mokhtar Sellami

International Journal of Knowledge-Based and Intelligent Engineering Systems

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Research article

First published 2000-5

From machine learning to knowledge discovery: Survey of preprocessing and postprocessing

Ivan Bruha

Intelligent Data Analysis: An International Journal

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