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Does machine learning need fuzzy logic?

delete2015-12-01
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PRE
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Eyke Hüllermeier *
DOI:10.1016/j.fss.2015.09.001delete
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Abstract

Abstract

En 中文
This article is a short position paper in which the author outlines his (necessarily subjective) perception of current research in fuzzy machine learning, that is, the use of formal concepts and mathematical tools from fuzzy sets and fuzzy logic in the field of machine learning. The paper starts with a critical appraisal of previous contributions to fuzzy machine learning and ends with a suggestion of some directions for future work. (C) 2015 Elsevier B.V. All rights reserved.
Keywords:
Fuzzy sets
Fuzzy logic
Machine learning
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AI Summary

Key information extracted from the uploaded paper, including a brief overview, abstract, background, key highlights, visual analysis, and future outlook.

Journal

Fuzzy Sets and Systems cover
Fuzzy Sets and Systems
IF:
2.7
Papers:
7.6K
Citations:
1.5W

Organization

No organization information available
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