Shang Zheng

Active Learning From Imbalanced Data: A Solution of Online Weighted Extreme Learning Machine

Hualong Yu, Xibei Yang, Shang Zheng et al. · IEEE Transactions on Neural Networks and Learning Systems · 2018 · 159 citations

Computing, Computer Science, Artificial Intelligence +14

SMOTE-RkNN: A hybrid re-sampling method based on SMOTE and reverse k-nearest neighbors

Aimin Zhang, Hualong Yu, Zhangjun Huan et al. · Information Sciences · 2022 · 108 citations

Computing, Computer Science, Data Mining +9

Fuzzy Support Vector Machine With Relative Density Information for Classifying Imbalanced Data

Hualong Yu, Changyin Sun, Xibei Yang et al. · IEEE Transactions on Fuzzy Systems · 2019 · 92 citations

Computing, Computer Science, Data Science +16

LW-ELM: A Fast and Flexible Cost-Sensitive Learning Framework for Classifying Imbalanced Data

Hualong Yu, Changyin Sun, Xibei Yang et al. · IEEE Access · 2018 · 38 citations · Full text

Computing, Computer Science, Algorithms +12

Adaptive Decision Threshold-Based Extreme Learning Machine for Classifying Imbalanced Multi-label Data

Shang Gao, Wenlu Dong, Cheng Ke et al. · Neural Processing Letters · 2020 · 20 citations

Computing, Computer Science, Data Science +11