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Algorithms of Unconstrained Non-Negative Latent Factor Analysis for Recommender Systems 期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2021, 卷号: 7, 期号: 1, 页码: 227-240
作者:  Luo, Xin;  Zhou, Mengchu;  Li, Shuai;  Wu, Di;  Liu, Zhigang;  Shang, Mingsheng
收藏  |  浏览/下载：143/0  |  提交时间：2021/05/17
Data models  Training  Sparse matrices  Recommender systems  Computational modeling  Big Data  Scalability  Non-negative latent factor analysis  non-negativity  latent factor analysis  unconstrained optimization  high-dimensional and sparse matrix  collaborative filtering  recommender system  big data  
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：211/0  |  提交时间：2019/01/17
Big data  Recommender systems  Collaborative filtering  Latent factor analysis  Elastic-net  Regularization  Latent factor distribution  
Wavelet Denoising Algorithm Based on NDOA Compressed Sensing for Fluorescence Image of Microarray 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 13338-13346
作者:  Gan, Zhenhua;  Zou, Fumin;  Zeng, Nianyin;  Xiong, Baoping;  Liao, Lyuchao;  Li, Han;  Luo, Xin;  Du, Min
Adobe PDF(5435Kb)  |  收藏  |  浏览/下载：158/0  |  提交时间：2019/03/25
Compressed sensing  wavelet denoising  DNA microarray  image filtering  NDOA  
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
收藏  |  浏览/下载：505/0  |  提交时间：2018/07/02
Big data  high-dimensional and sparse matrix  learning algorithms  missing-data estimation  nonnegative latent factor analysis  optimization methods recommender system  
Velocity-Level Control with Compliance to Acceleration-Level Constraints: A Novel Scheme for Manipulator Redundancy Resolution 期刊论文
IEEE Transactions on Industrial Informatics, 2018, 卷号: 14, 期号: 3, 页码: 921-930
作者:  Zhang, Yinyan;  Li, Shuai;  Gui, Jie;  Luo, Xin
Adobe PDF(1146Kb)  |  收藏  |  浏览/下载：135/0  |  提交时间：2019/06/26
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：413/0  |  提交时间：2019/06/26
Unconstrained Non-negative Factorization of High-dimensional and Sparse Matrices in Recommender Systems 会议论文
14th IEEE International Conference on Automation Science and Engineering, CASE 2018, Munich, Germany, August 20, 2018 - August 24, 2018
作者:  Luo, Xin;  Zhou, Mengchu
收藏  |  浏览/下载：81/0  |  提交时间：2019/06/25
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：85/0  |  提交时间：2018/03/16
Penalty Function Based Critical Point Approach to Compute Real Witness Solution Points of Polynomial Systems 会议论文
19th International Workshop on Computer Algebra in Scientific Computing, CASC 2017, Beijing, China, September 18, 2017 - September 22, 2017
作者:  Wu, Wenyuan;  Chen, Changbo;  Reid, Greg
Adobe PDF(617Kb)  |  收藏  |  浏览/下载：91/0  |  提交时间：2018/03/16
Unconstrained Face Alignment Without Face Detection 会议论文
30th IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2017, Honolulu, HI, United states, July 21, 2017 - July 26, 2017
作者:  Shao, Xiaohu;  Xing, Junliang;  Lv, Jiangjing;  Xiao, Chunlin;  Liu, Pengcheng;  Feng, Youji;  Cheng, Cheng
Adobe PDF(1246Kb)  |  收藏  |  浏览/下载：97/0  |  提交时间：2018/03/16