Breaking Away From AI: The Ontological and Ethical Evolution of Machine Learning

Breaking Away From AI: The Ontological and Ethical Evolution of Machine Learning

Machine Learning (ML) has historically been associated with Artificial Intelligence (AI) but has developed into an independent discipline. This paper argues for the ontological independence of ML, driven by its unique methodologies, applications, and ethical considerations. A bibliometric analysis r...

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Bibliographic Details
Main Authors: Enrico Barbierato, Alice Gatti, Alessandro Incremona, Andrea Pozzi, Daniele Toti
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Machine learning (ML)
artificial intelligence (AI)
deep learning (DL)
fairness
bias
epistemology
Online Access:https://ieeexplore.ieee.org/document/10933972/
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