Concepedia

Shuyin Xia

SX

52

Publications

2.6K

Citations

28

H-Index

2014

Active since

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 engineering, data science, and computer science.

Top concepts

EngineeringComputer ScienceData SciencePattern RecognitionData MiningMachine LearningImage AnalysisKnowledge DiscoveryComputer VisionCluster Computing

Publications per year

2014–2025

52

Publications

52

Granular ball computing classifiers for efficient, scalable and robust learning

Shuyin Xia, Yunsheng Liu, Xin Ding et al. · Information Sciences · 2019 · 235 citations

Artificial Intelligence, Engineering, Machine Learning +11

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 · 215 citations

Search Optimization, Engineering, Machine Learning +18

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

Baiyun Chen, Shuyin Xia, Zizhong Chen et al. · Information Sciences · 2020 · 160 citations

Imbalanced Problems, Engineering, Machine Learning +7

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 · 137 citations

Mathematical Programming, Cluster Computing, Engineering +19

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 · 133 citations

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