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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Rui Yang, Shuliang Xu, Lin Feng
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: MDPI AG 2018-07-01
Cyfres:Algorithms
Pynciau:
extreme learning machine
data stream classification
online learning
concept drift detection
Mynediad Ar-lein:http://www.mdpi.com/1999-4893/11/7/107
Tagiau: Ychwanegu Tag
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