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Symmetric and Nonnegative Latent Factor Models for Undirected, High-Dimensional, and Sparse Networks in Industrial Applications 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2017, 卷号: 13, 期号: 6, 页码: 3098-3107
作者:  Luo, Xin;  Sun, Jianpei;  Wang, Zidong;  Li, Shuai;  Shang, Mingsheng
Adobe PDF(803Kb)  |  收藏  |  浏览/下载：427/0  |  提交时间：2018/03/05
Big data application  high-dimensional, and sparse (SHiDS) matrix  nonnegative latent factor (NLF) model  symmetry  undirected HiDS network  
Dimension-Factorized Range Migration Algorithm for Regularly Distributed Array Imaging 期刊论文
SENSORS, 2017, 卷号: 17, 期号: 11, 页码: 13
作者:  Guo, Qijia;  Wang, Jie;  Chang, Tianying;  Cui, Hong-Liang
Adobe PDF(4006Kb)  |  收藏  |  浏览/下载：131/0  |  提交时间：2018/03/05
dimension-factorized  range migration algorithm  MIMO  regularly distributed array imaging  
A novel water quality data analysis framework based on time-series data mining 期刊论文
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2017, 卷号: 196, 页码: 365-375
作者:  Deng, Weihui;  Wang, Guoyin
Adobe PDF(3551Kb)  |  收藏  |  浏览/下载：88/0  |  提交时间：2018/03/05
Time-series data mining  Cloud model  Water quality analysis  Similarity measure  Anomaly detection  Pattern discovery  
Particulate matter pollution over China and the effects of control policies 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2017, 卷号: 584, 页码: 426-447
作者:  Wang, Jiandong;  Zhao, Bin;  Wang, Shuxiao;  Yang, Fumo;  Xing, Jia;  Morawska, Lidia;  Ding, Aijun;  Kulmala, Markku;  Kerminen, Veli-Matti;  Kujansuu, Joni;  Wang, Zifa;  Ding, Dian;  Zhang, Xiaoye;  Wang, Huanbo;  Tian, Mi;  Petaja, Tuukka;  Jiang, Jingkun;  Hao, Jiming
Adobe PDF(3108Kb)  |  收藏  |  浏览/下载：706/0  |  提交时间：2018/03/15
Pm2.5  Metropolitan Regions  Chemical Speciation  Control Policies  China  
Fat node leading tree for data stream clustering with density peaks 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2017, 卷号: 120, 页码: 99-117
作者:  Xu, Ji;  Wang, Guoyin;  Li, Tianrui;  Deng, Weihui;  Gou, Guanglei
Adobe PDF(3853Kb)  |  收藏  |  浏览/下载：99/0  |  提交时间：2018/03/15
Data Stream Clustering  Density Peaks  Fat Node Leading Tree  Change Point  
Highly Efficient Framework for Predicting Interactions Between Proteins 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 卷号: 47, 期号: 3, 页码: 731-743
作者:  You, Zhu-Hong;  Zhou, MengChu;  Luo, Xin;  Li, Shuai
Adobe PDF(1407Kb)  |  收藏  |  浏览/下载：220/0  |  提交时间：2018/03/15
Big data  feature extraction  kernel extreme learning machine (K-ELM)  low-rank approximation (LRA)  protein-protein interactions (PPIs)  support vector machine (SVM)  
Aerosol optical properties and chemical composition apportionment in Sichuan Basin, China 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2017, 卷号: 577, 页码: 245-257
作者:  Wang, Huanbo;  Shi, Guangming;  Tian, Mi;  Zhang, Leiming;  Chen, Yang;  Yang, Fumo;  Cao, Xuyao
Adobe PDF(2534Kb)  |  收藏  |  浏览/下载：107/0  |  提交时间：2018/03/05
Scattering And Absorption Coefficient  Light Extinction  Pm25  Sichuan Basin  
Symmetric non-negative latent factor models for undirected large networks 会议论文
26th International Joint Conference on Artificial Intelligence, IJCAI 2017, Melbourne, VIC, Australia, August 19, 2017 - August 25, 2017
作者:  Luo, Xin;  Shang, Ming-Sheng
收藏  |  浏览/下载：65/0  |  提交时间：2018/03/16
Empirical analysis of collaborative filtering-based recommenders in temporally evolving systems 会议论文
14th IEEE International Conference on Networking, Sensing and Control, ICNSC 2017, Calabria, Italy, May 16, 2017 - May 18, 2017
作者:  Shi, Xiao-Yu;  Luo, Xin;  Shang, Ming-Sheng;  Cai, Xin-Yi
Adobe PDF(752Kb)  |  收藏  |  浏览/下载：102/0  |  提交时间：2018/03/16
Effect of linear biases in latent factor models on high-dimensional and sparse matrices from recommender systems 会议论文
14th IEEE International Conference on Networking, Sensing and Control, ICNSC 2017, Calabria, Italy, May 16, 2017 - May 18, 2017
作者:  Yuan, Ye;  Luo, Xin;  Shang, Ming-Sheng;  Cai, Xin-Yi
Adobe PDF(717Kb)  |  收藏  |  浏览/下载：111/0  |  提交时间：2018/03/16