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Community Detection in Multi-Layer Networks Using Joint Nonnegative Matrix Factorization 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2019, 卷号: 31, 期号: 2, 页码: 273-286
作者:  Ma, Xiaoke;  Dong, Di;  Wang, Quan
收藏  |  浏览/下载：212/0  |  提交时间：2019/07/12
Multi-layer networks  community structure  nonnegative matrix factorization  semi-supervised clustering  
Evolutionary Nonnegative Matrix Factorization Algorithms for Community Detection in Dynamic Networks 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2017, 卷号: 29, 期号: 5, 页码: 1045-1058
作者:  Ma, Xiaoke;  Dong, Di
Adobe PDF(1182Kb)  |  收藏  |  浏览/下载：520/239  |  提交时间：2017/07/18
Dynamic Networks  Community Structure  Nonnegative Matrix Factorization  Evolutionary Clustering  
Listwise Learning to Rank by Exploring Structure of Objects 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2016, 卷号: 28, 期号: 7, 页码: 1934-1939
作者:  Wu, Ou;  You, Qiang;  Mao, Xue;  Xia, Fen;  Yuan, Fei;  Hu, Weiming
浏览  |  Adobe PDF(494Kb)  |  收藏  |  浏览/下载：351/131  |  提交时间：2016/09/18
Listwise Learning To Rank  Clustering  Multi-task Learning  Structure  
Information-Theoretic Outlier Detection for Large-Scale Categorical Data 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2013, 卷号: 25, 期号: 3, 页码: 589-602
作者:  Wu, Shu;  Wang, Shengrui
浏览  |  Adobe PDF(1401Kb)  |  收藏  |  浏览/下载：375/207  |  提交时间：2016/03/30
Outlier Detection  Holoentropy  Total Correlation  Outlier Factor  Attribute Weighting  Greedy Algorithms  
Unsupervised Ranking of Multi-Attribute Objects Based on Principal Curves 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2015, 卷号: 27, 期号: 12, 页码: 3404-3416
作者:  Li, Chun-Guo;  Mei, Xing;  Hu, Bao-Gang
浏览  |  Adobe PDF(962Kb)  |  收藏  |  浏览/下载：258/57  |  提交时间：2016/01/18
Unsupervised Ranking  Multi-attribute  Meta-rules  Data Skeleton  Principal Curves  Bezier Curves  
Clustering-Guided Sparse Structural Learning for Unsupervised Feature Selection 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2014, 卷号: 26, 期号: 9, 页码: 2138-2150
作者:  Li, Zechao;  Liu, Jing;  Yang, Yi;  Zhou, Xiaofang;  Lu, Hanqing
浏览  |  Adobe PDF(2323Kb)  |  收藏  |  浏览/下载：734/336  |  提交时间：2015/08/12
Feature Selection  Nonnegative Spectral Clustering  Latent Structure  Row-sparsity  
Agglomerative Mean-Shift Clustering 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2012, 卷号: 24, 期号: 2, 页码: 209-219
作者:  Xiaotong Yuan;  Baofang Hu;  Ran He(赫然)
浏览  |  Adobe PDF(2542Kb)  |  收藏  |  浏览/下载：348/145  |  提交时间：2015/08/12
Mean-shift  Agglomerative Clustering  Half-quadratic Optimization  Incremental Clustering