Title | ||
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Prediction by Fuzzy Clustering and KNN on Validation Data With Parallel Ensemble of Interpretable TSK Fuzzy Classifiers |
Abstract | ||
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For many application scenarios where raw and even multidomain training data can be easily collected, and at the same time, validation data (as ground-truth data) are available, it becomes naturally desirable for us to perform an enhanced classification/prediction on only validation data with the appropriate leverage of training data. In this article, a novel ensemble framework EP-TSK-FK of Takagi–... |
Year | DOI | Venue |
---|---|---|
2022 | 10.1109/TSMC.2020.2999813 | IEEE Transactions on Systems, Man, and Cybernetics: Systems |
Keywords | DocType | Volume |
Training,Training data,Iterative algorithms,Testing,Data privacy,Hospitals | Journal | 52 |
Issue | ISSN | Citations |
1 | 2168-2216 | 0 |
PageRank | References | Authors |
0.34 | 0 | 5 |
Name | Order | Citations | PageRank |
---|---|---|---|
Xiongtao Zhang | 1 | 8 | 2.59 |
Yusuke Nojima | 2 | 1800 | 94.42 |
Hisao Ishibuchi | 3 | 7385 | 503.41 |
Wenjun Hu | 4 | 0 | 0.34 |
Shitong Wang | 5 | 1485 | 109.13 |