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Active learning with extreme learning machine for online imbalanced multiclass classification

  • Published:2021-11 Issue: Volume:231 Page:107385
  • ISSN:0950-7051
  • Container-title:Knowledge-Based Systems
  • language:en
  • Short-container-title:Knowledge-Based Systems

Author:

Qin Jiongming,Wang Cong,Zou Qinhong,Sun Yubin,Chen Bin

Funder

National Natural Science Foundation of China

Central Universities in China

Japan Society for the Promotion of Science

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Management Information Systems,Software

Reference41 articles.

1. Active learning literature survey;Settles,2010

2. Extreme learning machine: Theorgy and applications;Huang;Neurocomputing,2006

3. Active learning for logistic regression: an evaluation;Schein;Mach. Learn.,2007

4. An efficient active learning method for multi-task learning;Xiao;Knowl-Based. Syst.,2020

5. Statistical active learning in multilayer perceptrons;Fukumizu;IEEE Trans. Neural Netw.,2000

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4. Characterization of noise in long-term ECG monitoring with machine learning based on clinical criteria;Medical & Biological Engineering & Computing;2023-04-03

5. Improving Active Learning Performance through the Use of Data Augmentation;International Journal of Intelligent Systems;2023-02-20
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