Concepedia

Shuyin Xia

SX

Statistics

Publications

57

Citations

3K

H-Index

30

Active since

2014

Affiliations

Chongqing University of Posts and Telecommunications(Current)

University of California, Riverside

Yangtze Normal University

Chongqing University

Sichuan University

Shuyin Xia is an author at Chongqing University of Posts and Telecommunications specializing in computing, computer science, and machine learning.

Publications per year

2014–2025

57

Publications

57

Granular ball computing classifiers for efficient, scalable and robust learning

Shuyin Xia, Yunsheng Liu, Xin Ding et al. · Information Sciences · 2019 · 280 citations

Computing, Computer Science, Data Science +14

GBNRS: A Novel Rough Set Algorithm for Fast Adaptive Attribute Reduction in Classification

Shuyin Xia, Hao Zhang, Wenhua Li et al. · IEEE Transactions on Knowledge and Data Engineering · 2020 · 233 citations

Computing, Computer Science, Algorithms +6

RSMOTE: A self-adaptive robust SMOTE for imbalanced problems with label noise

Baiyun Chen, Shuyin Xia, Zizhong Chen et al. · Information Sciences · 2020 · 170 citations

Computing, Computer Science, Machine Learning +9

Granular Ball Sampling for Noisy Label Classification or Imbalanced Classification

Shuyin Xia, Shaoyuan Zheng, Guoyin Wang et al. · IEEE Transactions on Neural Networks and Learning Systems · 2021 · 146 citations

Computing, Computer Science, Data Science +13

A Fast Adaptive k-means with No Bounds

Shuyin Xia, Daowan Peng, Deyu Meng et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2020 · 145 citations

Computing, Computer Science, Mathematics +15

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