Incremental and Decremental Extreme Learning Machine Based on Generalized Inverse

In online sequential applications, a machine learning model needs to have a self-updating ability to handle the situation, which the training set is changing. Conventional incremental extreme learning machine (ELM) and online sequential ELM are usually achieved in two approaches: directly updating t...

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Bibliographic Details
Main Authors: Bo Jin, Zhongliang Jing, Haitao Zhao
Format: Article
Language:English
Published: IEEE 2017-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8057769/