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Context-Aware Hypergraph Construction for Robust Spectral Clustering 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2014, 卷号: 26, 期号: 10, 页码: 2588-2597
作者:  Li, Xi;  Hu, Weiming;  Shen, Chunhua;  Dick, Anthony;  Zhang, Zhongfei
收藏  |  浏览/下载:204/0  |  提交时间:2015/08/12
Hypergraph Construction  Spectral Clustering  Graph Partitioning  Similarity Measure  
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  
Enhanced Visual Analysis for Cluster Tendency Assessment and Data Partitioning 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2010, 卷号: 22, 期号: 10, 页码: 1401-1414
作者:  Wang, Liang;  Geng, Xin;  Bezdek, James;  Leckie, Christopher;  Ramamohanarao, Kotagiri
收藏  |  浏览/下载:185/0  |  提交时间:2015/11/08
Clustering  Vat  Cluster Tendency  Spectral Embedding  Out-of-sample Extension