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Runshan Xie

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2020 – today

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2024
[j5]
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  - journals/mlc/WuXW24
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Chu Wu, Runshan Xie, Shitong Wang:
A novel data-free continual learning method with contrastive reversion. Int. J. Mach. Learn. Cybern. 15(2): 505-518 (2024)
[j4]
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  - journals/tfs/XieCW24
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Runshan Xie, Fu-Lai Chung, Shitong Wang:
A Cognitively Confidence-Debiased Adversarial Fuzzy Apriori Method. IEEE Trans. Fuzzy Syst. 32(3): 1303-1317 (2024)
[j3]
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Runshan Xie, Chi-Man Vong, Shitong Wang:
Doubly Interpretable Fuzzy Apriori Classifier by Successive Stacking and One-Step Wide Calculation. IEEE Trans. Fuzzy Syst. 32(4): 1653-1667 (2024)
[c2]
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  - conf/fuzzIEEE/0001X24
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Shitong Wang, Runshan Xie:
A Wide Fuzzy Apriori Classifier with Triple Diversity Guarantee from Feature, Sample and Rule Levels. FUZZ 2024: 1-9
2022
[j2]
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  - journals/kbs/XieW22
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Runshan Xie, Shitong Wang:
A wide interpretable Gaussian Takagi-Sugeno-Kang fuzzy classifier and its incremental learning. Knowl. Based Syst. 241: 108203 (2022)
[j1]
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  - journals/tetci/XieVCW22
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Runshan Xie, Chi-Man Vong, C. L. Philip Chen, Shitong Wang:
Dynamic Network Structure: Doubly Stacking Broad Learning Systems With Residuals and Simpler Linear Model Transmission. IEEE Trans. Emerg. Top. Comput. Intell. 6(6): 1378-1395 (2022)
[c1]
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  - conf/iconip/Xie022
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Runshan Xie, Shitong Wang:
Wide Ensemble of Interpretable TSK Fuzzy Classifiers with Application to Smartphone Sensor-Based Human Activity Recognition. ICONIP (7) 2022: 381-394

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