Trends in extreme learning machines: A review

• Published in: Neural networks Vol. 61; pp. 32 - 48
• Main Authors: Huang, Gao, Huang, Guang-Bin, Song, Shiji, You, Keyou
• Format: Journal Article
• Language: English
• Published: United States Elsevier Ltd 01.01.2015
• Subjects: Algorithms; Artificial Intelligence - classification; Artificial Intelligence - standards; Artificial Intelligence - trends; Classification; Clustering; Extreme learning machine; Feature learning; Regression; Feature learning; Regression; Extreme learning machine; Clustering; Classification

Extreme learning machine (ELM) has gained increasing interest from various research fields recently. In this review, we aim to report the current state of the theoretical research and practical advances on this subject. We first give an overview of ELM from the theoretical perspective, including the...