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A Diversity Framework for Dealing With Multiple Types of Concept Drift Based on Clustering in the Model Space.
IEEE Trans Neural Netw Learn Syst. 2022 Mar;33(3):1299-1309. doi: 10.1109/TNNLS.2020.3041684. Epub 2022 Feb 28.
IEEE Trans Neural Netw Learn Syst. 2022.
PMID: 33351764
A Systematic Study of Online Class Imbalance Learning With Concept Drift.
Wang S, Minku LL, Yao X.
Wang S, et al. Among authors: minku ll.
IEEE Trans Neural Netw Learn Syst. 2018 Oct;29(10):4802-4821. doi: 10.1109/TNNLS.2017.2771290. Epub 2018 Jan 4.
IEEE Trans Neural Netw Learn Syst. 2018.
PMID: 29993955
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OSNN: An Online Semisupervised Neural Network for Nonstationary Data Streams.
Soares RGF, Minku LL.
Soares RGF, et al. Among authors: minku ll.
IEEE Trans Neural Netw Learn Syst. 2023 Sep;34(9):6029-6041. doi: 10.1109/TNNLS.2021.3132584. Epub 2023 Sep 1.
IEEE Trans Neural Netw Learn Syst. 2023.
PMID: 34932489
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Evolving Memristive Reservoir.
Shi X, Minku LL, Yao X.
Shi X, et al. Among authors: minku ll.
IEEE Trans Neural Netw Learn Syst. 2023 May 24;PP. doi: 10.1109/TNNLS.2023.3270224. Online ahead of print.
IEEE Trans Neural Netw Learn Syst. 2023.
PMID: 37224353
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Detecting asthma exacerbations using daily home monitoring and machine learning.
Zhang O, Minku LL, Gonem S.
Zhang O, et al. Among authors: minku ll.
J Asthma. 2021 Nov;58(11):1518-1527. doi: 10.1080/02770903.2020.1802746. Epub 2020 Aug 14.
J Asthma. 2021.
PMID: 32718193
Clinical Trial.
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