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Nonnegative Latent Factor Analysis-Incorporated and Feature-Weighted Fuzzy Double $c$-Means Clustering for Incomplete Data 期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2022, 卷号: 30, 期号: 10, 页码: 4165-4176
作者:  Song, Yan;  Li, Ming;  Zhu, Zhengyu;  Yang, Guisong;  Luo, Xin
收藏  |  浏览/下载：50/0  |  提交时间：2022/12/26
Big data  clustering  fuzzy double c-means  incomplete data  latent factor analysis  local feature weights.  
Large-Scale and Scalable Latent Factor Analysis via Distributed Alternative Stochastic Gradient Descent for Recommender Systems 期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2022, 卷号: 8, 期号: 2, 页码: 420-431
作者:  Shi, Xiaoyu;  He, Qiang;  Luo, Xin;  Bai, Yanan;  Shang, Mingsheng
收藏  |  浏览/下载：70/0  |  提交时间：2022/08/22
Recommender systems  Training  Optimization  Big Data  Cloud computing  Computational modeling  Sparse matrices  Recommender system  latent factor analysis  high-dimensional and sparse matrices  alternative stochastic gradient descent  distributed computing  
An Instance-Frequency-Weighted Regularization Scheme for Non-Negative Latent Factor Analysis on High-Dimensional and Sparse Data 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 卷号: 51, 期号: 6, 页码: 3522-3532
作者:  Luo, Xin;  Wang, Zidong;  Shang, Mingsheng
收藏  |  浏览/下载：79/0  |  提交时间：2021/08/20
High-dimensional and sparse (HiDS) data  industrial application  instance-frequency  non-negative latent factor analysis (NLFA)  recommender system  regularization  
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  
The role of hydrogen bonding in bulk-heterojunction (BHJ) solar cells: A review 期刊论文
SOLAR ENERGY MATERIALS AND SOLAR CELLS, 2018, 卷号: 182, 页码: 1-13
作者:  Xiao, Zeyun;  Duan, Tainan;  Chen, Haiyan;  Sun, Kuan;  Lu, Shirong
Adobe PDF(1344Kb)  |  收藏  |  浏览/下载：343/0  |  提交时间：2018/07/26
Bhj Solar Cells  Hydrogen Bonding  Morphology  Self-assembly  
Popularity and Novelty Dynamics in Evolving Networks 期刊论文
SCIENTIFIC REPORTS, 2018, 卷号: 8, 页码: 10
作者:  Abbas, Khushnood;  Shang, Mingsheng;  Abbasi, Alireza;  Luo, Xin;  Xu, Jian Jun;  Zhang, Yu-Xia
Adobe PDF(2105Kb)  |  收藏  |  浏览/下载：265/0  |  提交时间：2018/06/04
Heavy metals in soils of Hechuan County in the upper Yangtze (SW China): Comparative pollution assessment using multiple indices with high-spatial-resolution sampling 期刊论文
ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY, 2018, 卷号: 148, 页码: 644-651
作者:  Ni, Maofei;  Mao, Rong;  Jia, Zhongmin;  Dong, Ruozhu;  Li, Siyue
Adobe PDF(468Kb)  |  收藏  |  浏览/下载：141/0  |  提交时间：2018/07/02
Heavy metals  Risk assessment  Source identification  Soil pollution  Yangtze Basin  
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
Elastic net-regularized latent factor model for recommender systems 会议论文
15th IEEE International Conference on Networking, Sensing and Control, ICNSC 2018, Zhuhai, China, March 27, 2018 - March 29, 2018
作者:  Cheng, Xi;  Luo, Xin
收藏  |  浏览/下载：75/0  |  提交时间：2019/06/25
Low Effectiveness of Non-Geometric-Operation Data Augmentations for Lesion Segmentation with Fully Convolution Networks 会议论文
3rd IEEE International Conference on Image, Vision and Computing, ICIVC 2018, Chongqing, China, June 27, 2018 - June 29, 2018
作者:  Qiu, Yuming;  Qin, Xiaolin;  Zhang, Ju
Adobe PDF(910Kb)  |  收藏  |  浏览/下载：89/0  |  提交时间：2019/06/25