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Artículo
Knowledge representation for explainable artificial intelligence: modeling foundations from complex systems
(Springer, 2022)
Alongside the particular need to explain the behavior of black box artificial intelligence (AI) systems, there is a general need to explain the behavior of any type of AI-based system (the explainable AI, XAI) or complex ...
Artículo
Concept learning consistency under three‑way decision paradigm
(Springer, 2022)
Concept Mining is one of the main challenges both in Cognitive Computing and in Machine Learning. The ongoing improve ment of solutions to address this issue raises the need to analyze whether the consistency of the learning ...