Towards Model-Driven Explainable Artificial Intelligence: Function Identification with Grammatical Evolution

Machine learning is a well-matured discipline, and exploration of datasets can be performed in an efficient way, leading to accurate and operational prediction and decision models. On the other hand, most methods tend to produce black-box-type models, which can be considered a serious drawback. This...

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Bibliographic Details
Main Authors: Dominik Sepioło, Antoni Ligęza
Format: Article
Language:English
Published: MDPI AG 2024-07-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/14/13/5950