Concepedia

Yi Liu

YL

25

Publications

1.6K

Citations

17

H-Index

2004

Active since

Affiliations

National University of Defense Technology(Current)

Civil Aviation University of China

Civil Aviation Management Institute of China

Michigan State University

Sichuan Tourism University

Yi Liu is an author at National University of Defense Technology specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData SciencePattern RecognitionData MiningDeep LearningKnowledge DiscoveryNatural Language ProcessingText Mining

Publications per year

2004–2024

25

Publications

25

An enhanced fast non-dominated solution sorting genetic algorithm for multi-objective problems

Wu Deng, Xiaoxiao Zhang, Yongquan Zhou et al. · Information Sciences · 2021 · 433 citations

Engineering, Intelligent Optimization, Genetic Algorithm +7

FS_SFS: A novel feature selection method for support vector machines

Yi Liu, Yuan F. Zheng · Pattern Recognition · 2005 · 183 citations

Data Classification, Support Vector Machine, Classification Method +12

Semi-supervised multi-label learning by constrained non-negative matrix factorization

Yi Liu, Rong Jin, Liu Yang · 2006 · 175 citations

Multiple Instance Learning, Engineering, Machine Learning +18

An efficient algorithm for local distance metric learning

Liu Yang, Rong Jin, Rahul Sukthankar et al. · 2006 · 146 citations

Co-evolutionary competitive swarm optimizer with three-phase for large-scale complex optimization problem

Chen Huang, Xiangbing Zhou, Xiaojuan Ran et al. · Information Sciences · 2022 · 141 citations

Engineering, Intelligent Optimization, System Optimization +4

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