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Adjusted stochastic gradient descent for latent factor analysis 期刊论文
INFORMATION SCIENCES, 2022, 卷号: 588, 页码: 196-213
作者:  Li, Qing;  Xiong, Diwen;  Shang, Mingsheng
收藏  |  浏览/下载:49/0  |  提交时间:2022/08/22
Big data analysis  High-dimensional and incomplete matrix  Stochastic gradient descent  Latent factor analysis  Gradient adjustment  Adaptive model  Particle swarm optimization  Local optima  
randomizedlatentfactormodelforhighdimensionalandsparsematricesfromindustrialapplications 期刊论文
自动化学报英文版, 2019, 卷号: 000, 期号: 001, 页码: 131
作者:  Mingsheng Shang;  Xin Luo;  Zhigang Liu;  Jia Chen;  Ye Yuan;  MengChu Zhou
收藏  |  浏览/下载:110/0  |  提交时间:2019/12/03
An inherently nonnegative latent factor model for high-dimensional and sparse matrices from industrial applications 期刊论文
IEEE Transactions on Industrial Informatics, 2018, 卷号: 14, 期号: 5, 页码: 2011-2022
作者:  Luo, Xin;  Zhou, Mengchu;  Li, Shuai;  Shang, Mingsheng
Adobe PDF(805Kb)  |  收藏  |  浏览/下载:416/0  |  提交时间:2019/06/26
Experiments on neighborhood combination strategies for bi-objective unconstrained binary quadratic programming problem 会议论文
8th International Symposium on Parallel Architectures, Algorithms, and Programming, PAAP 2017, Haikou, China, June 17, 2017 - June 18, 2017
作者:  Xue, Li-Yuan;  Zeng, Rong-Qiang;  An, Wei;  Wang, Qing-Xian;  Shang, Ming-Sheng
Adobe PDF(381Kb)  |  收藏  |  浏览/下载:87/0  |  提交时间:2018/03/16
Performance of latent factor models with extended linear biases 期刊论文
Knowledge-Based Systems, 2017, 卷号: 123, 页码: 128-136
作者:  Chen, Jia;  Luo, Xin;  Yuan, Ye;  Shang, Mingsheng;  Ming, Zhong;  Xiong, Zhang
Adobe PDF(2755Kb)  |  收藏  |  浏览/下载:98/0  |  提交时间:2018/03/16
A Novel Approach to Extracting Non-Negative Latent Factors From Non-Negative Big Sparse Matrices 期刊论文
IEEE ACCESS, 2016, 卷号: 4, 页码: 2649-2655
作者:  Luo, Xin;  Zhou, Mengchu;  Shang, Mingsheng;  Li, Shuai;  Xia, Yunni
Adobe PDF(9487Kb)  |  收藏  |  浏览/下载:883/1  |  提交时间:2018/03/15
Latent factors  non-negativity  matrix factorization  non-negative big sparse matrix  big data  recommender system  
Solving Bi-objective unconstrained binary quadratic programming problem with multi-objective backbone guided search algorithm 会议论文
12th International Conference on Intelligent Computing Theories and Application, ICIC 2016, Lanzhou, China, August 2, 2016 - August 5, 2016
作者:  Xue, Li-Yuan;  Zeng, Rong-Qiang;  Wang, Yang;  Shang, Ming-Sheng
Adobe PDF(565Kb)  |  收藏  |  浏览/下载:77/0  |  提交时间:2018/03/16
An effective genetic algorithm with uniform crossover for Bi-objective unconstrained binary quadratic programming problem 会议论文
17th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2016, Yangzhou, China, October 12, 2016 - October 14, 2016
作者:  Huo, Chao;  Zeng, Rong-Qiang;  Wang, Yang;  Shang, Ming-Sheng
Adobe PDF(389Kb)  |  收藏  |  浏览/下载:70/0  |  提交时间:2018/03/16