Yingjie Tian

A Comprehensive Survey of Clustering Algorithms

Dongkuan Xu, Yingjie Tian · Annals of Data Science · 2015 · 1.9K citations · Full text

Cluster Computing, Document Clustering, Engineering +8

A Comprehensive Survey of Loss Functions in Machine Learning

Qi Wang, Yue Ma, Kun Zhao et al. · Annals of Data Science · 2020 · 653 citations

Engineering, Machine Learning, Computational Learning Theory +5

Robust twin support vector machine for pattern classification

Zhiquan Qi, Yingjie Tian, Yong Shi · Pattern Recognition · 2012 · 293 citations

Support Vector Machine, Machine Vision, Image Analysis +9

A comprehensive survey on regularization strategies in machine learning

Yingjie Tian, Yuqi Zhang · Information Fusion · 2021 · 267 citations

Engineering, Machine Learning, Data Mining +8

Nonparallel Support Vector Machines for Pattern Classification

Yingjie Tian, Zhiquan Qi, Xuchan Ju et al. · IEEE Transactions on Cybernetics · 2014 · 257 citations · Full text