Concepedia

Yingjie Tian

YT

153

Publications

9.3K

Citations

42

H-Index

2004

Active since

Affiliations

Chinese Academy of Sciences(Current)

University of Chinese Academy of Sciences

Beijing Institute of Big Data Research

University of Nebraska at Omaha

Southwestern University of Finance and Economics

Yingjie Tian is an author at Chinese Academy of Sciences specializing in engineering, machine learning, and computer science.

Top concepts

EngineeringMachine LearningPattern RecognitionData ScienceComputer ScienceData MiningKnowledge DiscoveryImage AnalysisMachine VisionComputer Vision

Publications per year

2004–2024

153

Publications

153

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

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