Spectral clustering

Results: 233



#Item
211Machine learning / Cluster analysis / Data mining / Geostatistics / Hierarchical clustering / Constrained clustering / Spectral clustering / Single-linkage clustering / K-means clustering / Statistics / Multivariate statistics / Data analysis

BoostCluster: Boosting Clustering by Pairwise Constraints Yi Liu, Rong Jin, and Anil K. Jain Department of Computer Science and Engineering Michigan State University East Lansing, MI 48824, USA {liuyi3,

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Source URL: dataclustering.cse.msu.edu

Language: English - Date: 2009-04-06 13:55:29
212Data analysis / Data mining / Geostatistics / Spectral clustering / Non-negative matrix factorization / K-means clustering / Matrix / Consensus clustering / Fuzzy clustering / Statistics / Multivariate statistics / Cluster analysis

To appear in HCOMP, 2012 Crowdclustering with Sparse Pairwise Labels: A Matrix Completion Approach Jinfeng Yi† , Rong Jin† , Anil K. Jain† , Shaili Jain∗ †

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Source URL: biometrics.cse.msu.edu

Language: English - Date: 2012-05-18 08:38:40
213Cluster analysis / K-means clustering / Spectral clustering / Non-negative matrix factorization / BIRCH / Determining the number of clusters in a data set / Data stream clustering / Statistics / Multivariate statistics / Data analysis

Approximate Kernel k-means: Solution to Large Scale Kernel Clustering Radha Chitta [removed] Rong Jin

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Source URL: biometrics.cse.msu.edu

Language: English - Date: 2011-05-22 09:57:22
214Matrix theory / Algebraic graph theory / Spectral clustering / Graph partition / Eigenvalues and eigenvectors / Spectral graph theory / Laplacian matrix / Adjacency matrix / Generalized eigenvector / Algebra / Mathematics / Linear algebra

¨ biologische Kybernetik Max–Planck–Institut fur Max Planck Institute for Biological Cybernetics Technical Report No. TR-149

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Source URL: www.kyb.mpg.de

Language: English - Date: 2007-04-02 08:52:19
215NP-complete problems / Cluster analysis / Analysis of algorithms / Probabilistic complexity theory / Randomized algorithm / Connectivity / Graph partition / Neighbourhood / Correlation clustering / Graph theory / Theoretical computer science / Mathematics

Finding Planted Partitions in Nearly Linear Time using Arrested Spectral Clustering Nader H. Bshouty Technion

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Source URL: www.phillong.info

Language: English - Date: 2013-08-07 11:59:10
216Geostatistics / Machine learning / Single-linkage clustering / Hierarchical clustering / K-medians clustering / K-means clustering / Correlation clustering / Spectral clustering / Consensus clustering / Statistics / Cluster analysis / Data mining

A Discriminative Framework for Clustering via Similarity Functions Maria-Florina Balcan∗ Avrim Blum∗

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Source URL: www.cs.cmu.edu

Language: English - Date: 2008-03-29 00:03:04
217Determining the number of clusters in a data set / K-means clustering / Spectral clustering / Computer cluster / Fuzzy clustering / Consensus clustering / Statistics / Cluster analysis / Multivariate statistics

ON DETERMINING THE NUMBER OF CLUSTERS–A COMPARATIVE STUDY By Brian Bies Kathryn Dabbs and

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Source URL: ima.umn.edu

Language: English - Date: 2011-10-06 10:33:24
218Cluster analysis / Data analysis / Data mining / Geostatistics / Segmentation / K-means clustering / Spectral clustering / Sparse matrix / Pattern recognition / Statistics / Machine learning / Multivariate statistics

DICTIONARY LEARNING AND SPARSE CODING FOR UNSUPERVISED CLUSTERING By Pablo Sprechmann and

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Source URL: ima.umn.edu

Language: English - Date: 2011-10-06 10:33:44
219Graph / Adjacency matrix / Spectral graph theory / Laplacian matrix / Degree / Directed graph / Graph partition / Signed graph / Graph theory / Mathematics / Algebraic graph theory

Notes on Elementary Spectral Graph Theory Applications to Graph Clustering Using Normalized Cuts

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Source URL: www.cis.upenn.edu

Language: English - Date: 2014-01-24 17:41:37
220Data mining / Machine learning / Cluster analysis / Geostatistics / K-means++ / K-means clustering / Nearest neighbor search / Spectral clustering / Complete-linkage clustering / Statistics / Computational statistics / Information science

Efficient Clustering with Limited Distance Information Konstantin Voevodski

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Source URL: www.cc.gatech.edu

Language: English - Date: 2010-06-12 07:54:23
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