Identifying influential nodes in complex networks D Chen, L Lü, MS Shang, YC Zhang, T Zhou Physica a: Statistical mechanics and its applications 391 (4), 1777-1787, 2012 | 1330 | 2012 |
User-based collaborative-filtering recommendation algorithms on hadoop ZD Zhao, MS Shang 2010 third international conference on knowledge discovery and data mining …, 2010 | 646 | 2010 |
A data-characteristic-aware latent factor model for web services QoS prediction D Wu, X Luo, M Shang, Y He, G Wang, X Wu IEEE Transactions on Knowledge and Data Engineering 34 (6), 2525-2538, 2020 | 226 | 2020 |
An inherently nonnegative latent factor model for high-dimensional and sparse matrices from industrial applications X Luo, MC Zhou, S Li, MS Shang IEEE Transactions on Industrial Informatics 14 (5), 2011-2022, 2017 | 200 | 2017 |
A deep latent factor model for high-dimensional and sparse matrices in recommender systems D Wu, X Luo, M Shang, Y He, G Wang, MC Zhou IEEE Transactions on Systems, Man, and Cybernetics: Systems 51 (7), 4285-4296, 2019 | 197 | 2019 |
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 | 195 | 2018 |
Detecting overlapping communities of weighted networks via a local algorithm D Chen, M Shang, Z Lv, Y Fu Physica A: Statistical Mechanics and its Applications 389 (19), 4177-4187, 2010 | 189 | 2010 |
Activated gradients for deep neural networks M Liu, L Chen, X Du, L Jin, M Shang IEEE Transactions on Neural Networks and Learning Systems 34 (4), 2156-2168, 2021 | 167 | 2021 |
Empirical analysis of web-based user-object bipartite networks MS Shang, L Lü, YC Zhang, T Zhou Europhysics Letters 90 (4), 48006, 2010 | 165 | 2010 |
An L1-and-L2-Norm-Oriented Latent Factor Model for Recommender Systems D Wu, M Shang, X Luo, Z Wang IEEE Transactions on Neural Networks and Learning Systems 33 (10), 5775-5788, 2021 | 160 | 2021 |
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 | 157 | 2019 |
Symmetric and nonnegative latent factor models for undirected, high-dimensional, and sparse networks in industrial applications X Luo, J Sun, Z Wang, S Li, M Shang IEEE Transactions on Industrial Informatics 13 (6), 3098-3107, 2017 | 146 | 2017 |
A posterior-neighborhood-regularized latent factor model for highly accurate web service QoS prediction D Wu, Q He, X Luo, M Shang, Y He, G Wang IEEE Transactions on Services Computing 15 (2), 793-805, 2019 | 142 | 2019 |
An instance-frequency-weighted regularization scheme for non-negative latent factor analysis on high-dimensional and sparse data X Luo, Z Wang, M Shang IEEE Transactions on Systems, Man, and Cybernetics: Systems 51 (6), 3522-3532, 2019 | 129 | 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 | 129 | 2018 |
Self-training semi-supervised classification based on density peaks of data D Wu, M Shang, X Luo, J Xu, H Yan, W Deng, G Wang Neurocomputing 275, 180-191, 2018 | 126 | 2018 |
Non-negativity constrained missing data estimation for high-dimensional and sparse matrices from industrial applications X Luo, MC Zhou, S Li, L Hu, M Shang IEEE transactions on cybernetics 50 (5), 1844-1855, 2019 | 124 | 2019 |
Large-scale and scalable latent factor analysis via distributed alternative stochastic gradient descent for recommender systems X Shi, Q He, X Luo, Y Bai, M Shang IEEE Transactions on Big Data 8 (2), 420-431, 2020 | 123 | 2020 |
Collaborative filtering with diffusion-based similarity on tripartite graphs MS Shang, ZK Zhang, T Zhou, YC Zhang Physica A: Statistical Mechanics and its Applications 389 (6), 1259-1264, 2010 | 123 | 2010 |
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 | 115 | 2020 |