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Multi-Constrained Embedding for Accurate Community Detection on Undirected Networks 期刊论文
IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2022, 卷号: 9, 期号: 5, 页码: 3675-3690
作者:  Wang, Qingxian;  Liu, Xinyu;  Shang, Tianqi;  Liu, Zhigang;  Yang, Han;  Luo, Xin
收藏  |  浏览/下载：52/0  |  提交时间：2022/10/14
Symmetric matrices  Symbols  Matrix decomposition  Context modeling  Task analysis  Periodic structures  Electronic mail  Community detection  network embedding  non-negative matrix factorization  non-negative model and alternating direction method of multipliers  
Highly-Accurate Community Detection via Pointwise Mutual Information-Incorporated Symmetric Non-Negative Matrix Factorization 期刊论文
IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2021, 卷号: 8, 期号: 1, 页码: 463-476
作者:  Luo, Xin;  Liu, Zhigang;  Shang, Mingsheng;  Lou, Jungang;  Zhou, MengChu
收藏  |  浏览/下载：144/0  |  提交时间：2021/04/20
Detectors  Symmetric matrices  Image edge detection  Social networking (online)  Topology  Measurement  Knowledge engineering  Computational Intelligence  Social Network  Network Representation  Community Detection  Pointwise Mutual Information  Symmetric and Non-negative Matrix Factorization  Graph-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  
Impacts of short-term mitigation measures on PM2.5 and radiative effects: a case study at a regional background site near Beijing, China 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2019, 卷号: 19, 期号: 3, 页码: 1881-1899
作者:  Wang, Qiyuan;  Liu, Suixin;  Li, Nan;  Dai, Wenting;  Wu, Yunfei;  Tian, Jie;  Zhou, Yaqing;  Wang, Meng;  Sai, Steven;  Ho, Hang;  Chen, Yang;  Zhang, Renjian;  Zhao, Shuyu;  Zhu, Chongshu;  Han, Yongming;  Tie, Xuexi;  Cao, Junji
Adobe PDF(6517Kb)  |  收藏  |  浏览/下载：169/0  |  提交时间：2019/03/12
Characteristics and sources of trace elements in PM2.5 in two megacities in Sichuan Basin of southwest China 期刊论文
ENVIRONMENTAL POLLUTION, 2018, 卷号: 242, 页码: 1577-1586
作者:  Wang, Huanbo;  Qiao, Baoqing;  Zhang, Leiming;  Yang, Fumo;  Jiang, Xia
Adobe PDF(2229Kb)  |  收藏  |  浏览/下载：191/0  |  提交时间：2018/11/12
Fine Particles  Trace Elements  Glassmaking Plant  Metallurgical Pollution  Sichuan Basin  
Randomized latent factor model for high-dimensional and sparse matrices from industrial applications 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:  Chen, Jia;  Luo, Xin
Adobe PDF(5259Kb)  |  收藏  |  浏览/下载：129/0  |  提交时间：2019/06/25
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
Performance of symmetric non-negative matrix factorization-based community detector with learning depth variations 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:  Qu, Qingxiu;  Luo, Xin
收藏  |  浏览/下载：89/0  |  提交时间：2019/06/25
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：425/0  |  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  
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：216/0  |  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)