Does machine learning need fuzzy logic?

Eyke Hüllermeier

doi:10.1016/j.fss.2015.09.001

2015-12-01

PRE

Eyke Hüllermeier *

DOI：10.1016/j.fss.2015.09.001

原文链接

原文求助

摘要

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.

Keyword:

Fuzzy sets

Fuzzy logic

Machine learning

AI总结

对已上传原文的论文进行重点信息的提取，主要内容包括：简要概述、研究摘要、背景介绍、关键亮点、图文解析、展望与总结。

期刊

Fuzzy Sets and Systems

IF:

2.7

论文数:

7.6K

被引数:

1.5W

机构

暂无机构信息

引用论文

The effect of coronary reoperation on the survival of patients with stenoses in saphenous vein bypass grafts to coronary arteries

The Journal of Thoracic and Cardiovascular Surgery

IF0

1993-04-01

PREAI

Bruce W. Lytle; Floyd D. Loop; Paul C. Taylor; Marlene Goormastic; Robert W. Stewart; Roberto Novoa; Patrick McCarthy; Delos M. Cosgrove; Maura J. Schnauffer

Fuzzy sets 模糊集

Information and Control

IF0

1965-06-01