An Ensemble Extreme Learning Machine for Data Stream Classification

Extreme learning machine (ELM) is a single hidden layer feedforward neural network (SLFN). Because ELM has a fast speed for classification, it is widely applied in data stream classification tasks. In this paper, a new ensemble extreme learning machine is presented. Different from traditional ELM me...

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Bibliographische Detailangaben
Hauptverfasser: Rui Yang, Shuliang Xu, Lin Feng
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2018-07-01
Schriftenreihe:Algorithms
Schlagworte:
extreme learning machine
data stream classification
online learning
concept drift detection
Online Zugang:http://www.mdpi.com/1999-4893/11/7/107
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