Haiyan Chen

Evolutionary under-sampling based bagging ensemble method for imbalanced data classification

Bo Sun, Haiyan Chen, Jiandong Wang et al. · Frontiers of Computer Science · 2017 · 83 citations

Data Classification, Classification Method, Engineering +9

A robust multi-class AdaBoost algorithm for mislabeled noisy data

Bo Sun, Songcan Chen, Jiandong Wang et al. · Knowledge-Based Systems · 2016 · 80 citations

Mislabeled Noisy Data, Engineering, Machine Learning +7

An efficient semi-supervised representatives feature selection algorithm based on information theory

Yintong Wang, Jiandong Wang, Hao Liao et al. · Pattern Recognition · 2016 · 66 citations

Data Classification, Engineering, Machine Learning +14

A deep learning method for data recovery in sensor networks using effective spatio-temporal correlation data

Jinghan Du, Haiyan Chen, Weining Zhang · Sensor Review · 2018 · 28 citations

Engineering, Machine Learning, Embedded Sensing +21

A Survey of <i>k</i> Nearest Neighbor Algorithms for Solving the Class Imbalanced Problem

Bo Sun, Haiyan Chen · Wireless Communications and Mobile Computing · 2021 · 28 citations · Full text

Engineering, Machine Learning, Class Imbalanced Problem +18