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Zhigang Liu (刘志刚)
Zhigang Liu (刘志刚)
Dongguan University of Technology
Verified email at dgut.edu.cn
Title
Cited by
Cited by
Year
A fast non-negative latent factor model based on generalized momentum method
X Luo, Z Liu, S Li, M Shang, Z Wang
IEEE Transactions on Systems, Man, and Cybernetics: Systems 51 (1), 610-620, 2018
1992018
Algorithms of unconstrained non-negative latent factor analysis for recommender systems
X Luo, M Zhou, S Li, D Wu, Z Liu, M Shang
IEEE Transactions on Big Data 7 (1), 227-240, 2019
1592019
Symmetric nonnegative matrix factorization-based community detection models and their convergence analysis
X Luo, Z Liu, L Jin, Y Zhou, MC Zhou
IEEE Transactions on Neural Networks and Learning Systems 33 (3), 1203-1215, 2021
1582021
Fast and accurate non-negative latent factor analysis of high-dimensional and sparse matrices in recommender systems
X Luo, Y Zhou, Z Liu, MC Zhou
IEEE Transactions on Knowledge and Data Engineering 35 (4), 3897-3911, 2021
1552021
Randomized latent factor model for high-dimensional and sparse matrices from industrial applications
M Shang, X Luo, Z Liu, J Chen, Y Yuan, MC Zhou
IEEE/CAA Journal of Automatica Sinica 6 (1), 131-141, 2018
1312018
Highly-accurate community detection via pointwise mutual information-incorporated symmetric non-negative matrix factorization
X Luo, Z Liu, M Shang, J Lou, MC Zhou
IEEE Transactions on Network Science and Engineering 8 (1), 463-476, 2020
1182020
Non-negative latent factor model based on β-divergence for recommender systems
L Xin, Y Yuan, MC Zhou, Z Liu, M Shang
IEEE Transactions on Systems, Man, and Cybernetics: Systems 51 (8), 4612-4623, 2019
1072019
Convergence analysis of single latent factor-dependent, nonnegative, and multiplicative update-based nonnegative latent factor models
Z Liu, X Luo, Z Wang
IEEE Transactions on Neural Networks and Learning Systems 32 (4), 1737-1749, 2020
1012020
Adjusting learning depth in nonnegative latent factorization of tensors for accurately modeling temporal patterns in dynamic QoS data
X Luo, M Chen, H Wu, Z Liu, H Yuan, MC Zhou
IEEE Transactions on Automation Science and Engineering 18 (4), 2142-2155, 2021
1002021
Generalized nesterov's acceleration-incorporated, non-negative and adaptive latent factor analysis
X Luo, Y Zhou, Z Liu, L Hu, MC Zhou
IEEE Transactions on Services Computing 15 (5), 2809-2823, 2021
932021
Symmetry and graph bi-regularized non-negative matrix factorization for precise community detection
Z Liu, X Luo, M Zhou
IEEE Transactions on Automation Science and Engineering 21 (2), 1406-1420, 2023
472023
Symmetry and nonnegativity-constrained matrix factorization for community detection
Z Liu, G Yuan, X Luo
IEEE/CAA Journal of Automatica Sinica 9 (9), 1691-1693, 2022
422022
A high-order proximity-incorporated nonnegative matrix factorization-based community detector
Z Liu, Y Yi, X Luo
IEEE Transactions on Emerging Topics in Computational Intelligence 7 (3 …, 2023
302023
Multi-constrained embedding for accurate community detection on undirected networks
Q Wang, X Liu, T Shang, Z Liu, H Yang, X Luo
IEEE Transactions on Network Science and Engineering 9 (5), 3675-3690, 2022
212022
Simulation and experimental research on aerodynamic noise of gas turbine 1.5-stage axial compressor
H Lu, Y Xiao, Z Liu, Y Yuan
Applied Acoustics 192, 108722, 2022
192022
Constraint-induced symmetric nonnegative matrix factorization for accurate community detection
Z Liu, X Luo, Z Wang, X Liu
Information Fusion 89, 588-602, 2023
102023
Accelerated non-negative latent factor analysis on high-dimensional and sparse matrices via generalized momentum method
Z Liu, X Luo, S Li, M Shang
2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2018
72018
Symmetry-constrained non-negative matrix factorization approach for highly-accurate community detection
Z Liu, X Luo, MC Zhou
2021 IEEE 17th International Conference on Automation Science and …, 2021
52021
A constraints fusion-induced symmetric nonnegative matrix factorization approach for community detection
Z Liu, X Luo
arXiv preprint arXiv:2302.12114, 2023
22023
An Adaptive Alternating-direction-method-based Nonnegative Latent Factor Model
Y Zhong, W Li, Z Liu, X Luo
2023 IEEE International Conference on Data Mining Workshops (ICDMW), 451-455, 2023
12023
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