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An adaptive latent factor model via particle swarm optimization 期刊论文
NEUROCOMPUTING, 2019, 卷号: 369, 页码: 176-184
作者:  Wang, Qingxian;  Chen, Sili;  Luo, Xin
收藏  |  浏览/下载:96/0  |  提交时间:2020/08/24
Latent factor analysis  Particle swarm optimization  High-dimensional and sparse matrix  Stochastic gradient descent  Self-adaptive model  
Erosion vulnerability of sandy clay loam soil in Southwest China: Modeling soil detachment capacity by flume simulation 期刊论文
CATENA, 2019, 卷号: 178, 页码: 90-99
作者:  Li, Tianyang;  Li, Siyue;  Liang, Chuan;  He, Binghui;  Bush, Richard T.
Adobe PDF(564Kb)  |  收藏  |  浏览/下载:276/0  |  提交时间:2019/06/11
Rill erodibility  Purple soil  Rill flow  Hydraulic parameter  Land management  
Elastic-net regularized latent factor analysis-based models for recommender systems 期刊论文
NEUROCOMPUTING, 2019, 卷号: 329, 页码: 66-74
作者:  Wang, Dexian;  Chen, Yanbin;  Guo, Junxiao;  Shi, Xiaoyu;  He, Chunlin;  Luo, Xin;  Yuan, Huaqiang
Adobe PDF(1965Kb)  |  收藏  |  浏览/下载:212/0  |  提交时间:2019/01/17
Big data  Recommender systems  Collaborative filtering  Latent factor analysis  Elastic-net  Regularization  Latent factor distribution  
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:109/0  |  提交时间:2019/12/03
Convergence analysis of an SLF-NMU algorithm for non-negative latent factor analysis on a high-dimensional and sparse matrix 会议论文
2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019, Bari, Italy, October 6, 2019 - October 9, 2019
作者:  Liu, Zhigang;  Luo, Xin
收藏  |  浏览/下载:121/0  |  提交时间:2020/02/18
A parallelized, momentum-incorporated stochastic gradient descent scheme for latent factor analysis on high-dimensional and sparse matrices from recommender systems 会议论文
2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019, Bari, Italy, October 6, 2019 - October 9, 2019
作者:  Qin, Wen;  Wu, Hao;  Lai, Qingkuan;  Wang, Chaobin
收藏  |  浏览/下载:134/0  |  提交时间:2020/02/18
Convergence analysis of a fast non-negative latent factor model 会议论文
2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019, Bari, Italy, October 6, 2019 - October 9, 2019
作者:  Zhou, Yue;  Liu, Zhigang;  Yu, Xiaojiang;  Wu, Yajuan
收藏  |  浏览/下载:102/0  |  提交时间:2020/02/18
DCCR: Deep Collaborative Conjunctive Recommender for Rating Prediction 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 60186-60198
作者:  Wang, Qingxian;  Peng, Binbin;  Shi, Xiaoyu;  Shang, Tianqi;  Shang, Mingsheng
Adobe PDF(4751Kb)  |  收藏  |  浏览/下载:142/0  |  提交时间:2019/06/24
Recommender systems  collaborative filtering  rating prediction  denoising autoencoders  multi layered perceptron  
A data-aware latent factor model for web service Qos prediction 会议论文
23rd Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2019, Macau, China, April 14, 2019 - April 17, 2019
作者:  Wu, Di;  Luo, Xin;  Shang, Mingsheng;  He, Yi;  Wang, Guoyin;  Wu, Xindong
收藏  |  浏览/下载:167/0  |  提交时间:2020/02/18
An adaptive latent factor model via particle swarm optimization for high-dimensional and sparse matrices 会议论文
2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019, Bari, Italy, October 6, 2019 - October 9, 2019
作者:  Chen, Sili;  Yuan, Ye;  Wang, Jin
收藏  |  浏览/下载:146/0  |  提交时间:2020/02/18