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 | 159 | 2018 |
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 | 128 | 2019 |
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 | 101 | 2018 |
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 | 80 | 2019 |
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 | 79 | 2021 |
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 | 70 | 2020 |
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 | 54 | 2020 |
Fast and accurate non-negative latent factor analysis on high-dimensional and sparse matrices in recommender systems X Luo, Y Zhou, Z Liu, M Zhou IEEE Transactions on Knowledge and Data Engineering, 2021 | 48 | 2021 |
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 | 32 | 2021 |
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 | 17 | 2021 |
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 | 5 | 2022 |
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 | 5 | 2022 |
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 | 5 | 2018 |
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 | 2 | 2021 |
A Symmetry and Graph Regularized Nonnegative Matrix Factorization Model for Community Detection Z Liu, X Luo arXiv preprint arXiv:2302.12122, 2023 | | 2023 |
A Constraints Fusion-induced Symmetric Nonnegative Matrix Factorization Approach for Community Detection Z Liu, X Luo arXiv preprint arXiv:2302.12114, 2023 | | 2023 |
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, 2023 | | 2023 |
Constraint-Induced Symmetric Nonnegative Matrix Factorization for Accurate Community Detection Z Liu, X Luo, Z Wang, X Liu Information Fusion 89, 588-602, 2023 | | 2023 |
Graph Regularized Nonnegative Latent Factor Analysis Model for Temporal Link Prediction in Cryptocurrency Transaction Networks Y Zhou, ZG Liu, Y Yuan 2022 IEEE International Conference on Networking, Sensing and Control (ICNSC …, 2022 | | 2022 |
High-order Order Proximity-Incorporated, Symmetry and Graph-Regularized Nonnegative Matrix Factorization for Community Detection Z Liu, X Luo arXiv preprint arXiv:2203.03876, 2022 | | 2022 |