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Table representation of search results timeline featuring number of search results per year.
Year | Number of Results |
---|---|
2017 | 1 |
2022 | 2 |
2023 | 1 |
2024 | 0 |
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A Boundary-Information-Based Oversampling Approach to Improve Learning Performance for Imbalanced Datasets.
Entropy (Basel). 2022 Feb 23;24(3):322. doi: 10.3390/e24030322.
Entropy (Basel). 2022.
PMID: 35327833
Free PMC article.
A new approach to generating virtual samples to enhance classification accuracy with small data-a case of bladder cancer.
Lin LS, Hu SC, Lin YS, Li DC, Siao LR.
Lin LS, et al.
Math Biosci Eng. 2022 Apr 15;19(6):6204-6233. doi: 10.3934/mbe.2022290.
Math Biosci Eng. 2022.
PMID: 35603398
Free article.
Item in Clipboard
Improved support vector machine classification for imbalanced medical datasets by novel hybrid sampling combining modified mega-trend-diffusion and bagging extreme learning machine model.
Lin LS, Kao CH, Li YJ, Chen HH, Chen HY.
Lin LS, et al.
Math Biosci Eng. 2023 Sep 15;20(10):17672-17701. doi: 10.3934/mbe.2023786.
Math Biosci Eng. 2023.
PMID: 38052532
Free article.
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Detecting representative data and generating synthetic samples to improve learning accuracy with imbalanced data sets.
Li DC, Hu SC, Lin LS, Yeh CW.
Li DC, et al. Among authors: lin ls.
PLoS One. 2017 Aug 3;12(8):e0181853. doi: 10.1371/journal.pone.0181853. eCollection 2017.
PLoS One. 2017.
PMID: 28771522
Free PMC article.
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