| Position-transitional particle swarm optimization-incorporated latent factor analysis X Luo, Y Yuan, S Chen, N Zeng, Z Wang IEEE Transactions on Knowledge and Data Engineering 34 (8), 3958-3970, 2020 | 286 | 2020 |
| 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 | 131 | 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 | 108 | 2019 |
| A highly accurate framework for self-labeled semisupervised classification in industrial applications D Wu, X Luo, G Wang, M Shang, Y Yuan, H Yan IEEE Transactions on Industrial Informatics 14 (3), 909-920, 2017 | 106 | 2017 |
| A multilayered-and-randomized latent factor model for high-dimensional and sparse matrices Y Yuan, Q He, X Luo, M Shang IEEE transactions on big data 8 (3), 784-794, 2020 | 103 | 2020 |
| An α–β-divergence-generalized recommender for highly accurate predictions of missing user preferences M Shang, Y Yuan, X Luo, MC Zhou IEEE transactions on cybernetics 52 (8), 8006-8018, 2021 | 100 | 2021 |
| A Kalman-filter-incorporated latent factor analysis model for temporally dynamic sparse data Y Yuan, X Luo, M Shang, Z Wang IEEE Transactions on Cybernetics 53 (9), 5788-5801, 2022 | 86 | 2022 |
| Water eutrophication evaluation based on rough set and petri nets: A case study in Xiangxi-River, Three Gorges Reservoir H Yan, Y Huang, G Wang, X Zhang, M Shang, L Feng, J Dong, K Shan, ... Ecological Indicators 69, 463-472, 2016 | 56 | 2016 |
| Effects of preprocessing and training biases in latent factor models for recommender systems Y Yuan, X Luo, MS Shang Neurocomputing 275, 2019-2030, 2018 | 54 | 2018 |
| Pseudo gradient-adjusted particle swarm optimization for accurate adaptive latent factor analysis X Luo, J Chen, Y Yuan, Z Wang IEEE Transactions on Systems, Man, and Cybernetics: Systems 54 (4), 2213-2226, 2024 | 41 | 2024 |
| Spatial and temporal relation rule acquisition of eutrophication in Da’ning River based on rough set theory HY Yan, XR Zhang, JH Dong, MS Shang, K Shan, D Wu, Y Yuan, X Wang, ... Ecological Indicators 66, 180-189, 2016 | 35 | 2016 |
| An adaptive divergence-based non-negative latent factor model Y Yuan, R Wang, G Yuan, L Xin IEEE Transactions on Systems, Man, and Cybernetics: Systems 53 (10), 6475-6487, 2023 | 33 | 2023 |
| A generalized and fast-converging non-negative latent factor model for predicting user preferences in recommender systems Y Yuan, X Luo, M Shang, D Wu Proceedings of The Web Conference 2020, 498-507, 2020 | 30 | 2020 |
| Hyper-parameter-evolutionary latent factor analysis for high-dimensional and sparse data from recommender systems J Chen, Y Yuan, T Ruan, J Chen, X Luo Neurocomputing 421, 316-328, 2021 | 28 | 2021 |
| Sdgnn: Symmetry-preserving dual-stream graph neural networks J Chen, Y Yuan, X Luo IEEE/CAA journal of automatica sinica 11 (7), 1717-1719, 2024 | 26 | 2024 |
| A fuzzy PID-incorporated stochastic gradient descent algorithm for fast and accurate latent factor analysis Y Yuan, J Li, X Luo IEEE Transactions on Fuzzy Systems, 2024 | 25 | 2024 |
| A nonlinear PID-incorporated adaptive stochastic gradient descent algorithm for latent factor analysis J Li, X Luo, Y Yuan, S Gao IEEE Transactions on Automation Science and Engineering, 2023 | 22 | 2023 |
| Adaptive divergence-based non-negative latent factor analysis of high-dimensional and incomplete matrices from industrial applications Y Yuan, X Luo, MC Zhou IEEE Transactions on Emerging Topics in Computational Intelligence 8 (2 …, 2024 | 21 | 2024 |
| A proportional-integral-derivative-incorporated stochastic gradient descent-based latent factor analysis model J Li, Y Yuan, T Ruan, J Chen, X Luo Neurocomputing 427, 29-39, 2021 | 19 | 2021 |
| Performance of latent factor models with extended linear biases J Chen, X Luo, Y Yuan, M Shang, Z Ming, Z Xiong Knowledge-Based Systems 123, 128-136, 2017 | 15 | 2017 |
Luo Xin (罗辛)FIEEE, Dean of CCIS&SSE, Southwest UniversityPatvirtintas el. paštas swu.edu.cn