Concepedia

Zhigang Liu

ZL

Statistics

Publications

21

Citations

1.6K

H-Index

17

Active since

2011

Affiliations

Chongqing Institute of Green and Intelligent Technology(Current)

New Jersey Institute of Technology

Chongqing University of Posts and Telecommunications

Chinese Academy of Sciences

Dongguan University of Technology

Zhigang Liu is an author at Chongqing Institute of Green and Intelligent Technology specializing in engineering, computer science, and data science.

Top concepts

EngineeringData ScienceComputer ScienceStatisticsKnowledge DiscoveryData MiningBusinessNetwork ScienceMachine LearningNetwork Analysis

Publications per year

2011–2023

21

Publications

21

A Fast Non-Negative Latent Factor Model Based on Generalized Momentum Method

Xin Luo, Zhigang Liu, Shuai Li et al. · IEEE Transactions on Systems Man and Cybernetics Systems · 2018 · 184 citations · Full text

Engineering, Machine Learning, Factor Models +17

Algorithms of Unconstrained Non-Negative Latent Factor Analysis for Recommender Systems

Xin Luo, MengChu Zhou, Shuai Li et al. · IEEE Transactions on Big Data · 2019 · 160 citations

Engineering, Machine Learning, Latent Modeling +17

Symmetric Nonnegative Matrix Factorization-Based Community Detection Models and Their Convergence Analysis

Xin Luo, Zhigang Liu, Long Jin et al. · IEEE Transactions on Neural Networks and Learning Systems · 2021 · 144 citations

Engineering, Community Mining, Network Analysis +17

Fast and Accurate Non-Negative Latent Factor Analysis of High-Dimensional and Sparse Matrices in Recommender Systems

Xin Luo, Yue Zhou, Zhigang Liu et al. · IEEE Transactions on Knowledge and Data Engineering · 2021 · 127 citations

Numerical Analysis, Engineering, Matrix Theory +17

Randomized latent factor model for high-dimensional and sparse matrices from industrial applications

Mingsheng Shang, Xin Luo, Zhigang Liu et al. · IEEE/CAA Journal of Automatica Sinica · 2018 · 119 citations

Industrial Applications, Engineering, Machine Learning +18

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