A tour of machine learning: An AI perspective | Zendy

Michèle Sébag | Zendy

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A tour of machine learning: An AI perspective

Author(s) -

Michèle Sébag

Publication year - 2014

Publication title -

ai communications

Language(s) - English

Resource type - Journals

SCImago Journal Rank - 0.337

H-Index - 40

eISSN - 1875-8452

pISSN - 0921-7126

DOI - 10.3233/aic-130580

Subject(s) - computer science , perspective (graphical) , artificial intelligence , frontier , core (optical fiber) , machine learning , telecommunications , archaeology , history

International audienceMachine Learning has been at the core of Artificial Intelligence since its inception. Many promises have been held, if one is to consider that Google is a living demonstration of AI. This paper presents a historical perspective on Machine Learning, describing how the emphasis was gradually shifted from logical to statis-tical induction, from induction to optimization, from the search of hypotheses to the search of representa-tions. The paper concludes with a discussion about the new frontier of Machine Learning

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