Clustering high-dimensional data

Results: 132



#Item
101Data mining / Geostatistics / Hierarchical clustering / K-means clustering / Consensus clustering / Unsupervised learning / Clustering high-dimensional data / Statistics / Cluster analysis / Machine learning

Clustering: Science or Art? Ulrike von Luxburg [removed] Max Planck Institute for Intelligent Systems, T¨ ubingen, Germany Robert C. Williamson

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Source URL: users.cecs.anu.edu.au

Language: English - Date: 2011-06-09 18:47:45
102K-means clustering / Clustering high-dimensional data / Statistics / Cluster analysis / Computational statistics

Ann Inst Stat Math[removed]:335–357 DOI[removed]s10463[removed]Strong consistency of factorial K-means clustering Yoshikazu Terada

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Source URL: www.ism.ac.jp

Language: English - Date: 2015-03-19 01:33:54
103K-means clustering / Correlation clustering / Correlation and dependence / Consensus clustering / Clustering high-dimensional data / Statistics / Cluster analysis / Fuzzy clustering

Compensation of Translational Displacement in Time Series Clustering using Cross Correlation Frank H¨oppner1 and Frank Klawonn23 1 Department of Economics

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Source URL: public.fh-wolfenbuettel.de

Language: English - Date: 2010-06-09 06:22:14
104Data mining / Geostatistics / Machine learning / Canopy clustering algorithm / Consensus clustering / Statistics / Cluster analysis / Data analysis

Learning to Match and Cluster Large High-Dimensional Data Sets For Data Integration William W. Cohen Jacob Richman

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Source URL: www.cs.cmu.edu

Language: English - Date: 2002-10-30 10:44:17
105Data analysis / Multivariate statistics / Data mining / SUBCLU / DBSCAN / K-means clustering / Clustering high-dimensional data / Unsupervised learning / Correlation clustering / Statistics / Cluster analysis / Machine learning

Evaluating Clustering in Subspace Projections of High Dimensional Data • • Emmanuel Muller Stephan Gunnemann

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Source URL: www.vldb.org

Language: English - Date: 2009-07-27 10:29:02
106Data analysis / Data mining / Geostatistics / DBSCAN / Correlation clustering / Principal component analysis / K-means clustering / Correlation and dependence / Clustering high-dimensional data / Statistics / Multivariate statistics / Cluster analysis

In Proc. SIAM Int. Conf. on Data Mining (SDM), Minneapolis, MN, 2007 Robust, Complete, and Efficient Correlation Clustering∗ Elke Achtert, Christian B¨ohm, Hans-Peter Kriegel, Peer Kr¨oger, Arthur Zimek Department I

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Source URL: www.dbs.ifi.lmu.de

Language: English - Date: 2007-06-14 08:04:28
107Cluster analysis / Geostatistics / Machine learning / Anomaly detection / SUBCLU / Outlier / Intrusion detection system / Clustering high-dimensional data / Local outlier factor / Statistics / Data mining / Data analysis

Network Intrusion Detection using a Secure Ranking of Hidden Outliers Marwan Hassani and Thomas Seidl Data Management and Data Exploration Group RWTH Aachen University, Germany {hassani, seidl}@cs.rwth-aachen.de

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Source URL: dme.rwth-aachen.de

Language: English - Date: 2015-02-10 13:03:28
108Clustering high-dimensional data / Biclustering / Dimension reduction / Data mining / Feature selection / Consensus clustering / Statistics / Cluster analysis / Correlation clustering

Detecting Clusters in Moderate-to-High Dimensional Data: Subspace Clustering, Pattern-based Clustering, and Correlation Clustering Hans-Peter Kriegel Peer Kroger

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Source URL: www.vldb.org

Language: English - Date: 2008-10-23 08:00:13
109Machine learning / Consensus clustering / Multivariate statistics / Constrained clustering / Data mining / Correlation clustering / Unsupervised learning / Hans-Peter Kriegel / Clustering high-dimensional data / Statistics / Cluster analysis / Data analysis

Subspace Clustering, Ensemble Clustering, Alternative Clustering, Multiview Clustering: What Can We Learn From Each Other? Hans-Peter Kriegel Arthur Zimek

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Source URL: www.dbs.ifi.lmu.de

Language: English - Date: 2010-08-02 08:28:50
110Statistics / Cluster analysis / Clustering high-dimensional data

ASCLU -- Alternative Subspace Clustering

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Source URL: eecs.oregonstate.edu

Language: English - Date: 2010-09-10 15:10:01
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