Spectral clustering

Results: 233



#Item
201Imaging / Segmentation / Region growing / Spectral clustering / Medical imaging / Hyperspectral imaging / Image analysis / Image processing / Optics / Science

Recursive Hierarchical Image Segmentation James C. Tilton NASA’s Goddard Space Flight Center http://techtransfer.gsfc.nasa.gov/HSEG.htm

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Source URL: techtransfer.gsfc.nasa.gov

Language: English - Date: 2010-03-09 09:15:40
202Multivariate statistics / Apache Hadoop / Cloud computing / Cloud infrastructure / Spectral clustering / GraphLab / Apache Mahout / Cluster analysis / Segmentation / Statistics / Algebra / Mathematics

Eigencuts on Hadoop: Spectral Clustering for Image Segmentation at Scale Shannon Quinn [removed], [removed] Joint Carnegie Mellon-University of Pittsburgh Ph.D. Program in Computational Biology Chakra Chennubhot

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Source URL: spectrallyclustered.files.wordpress.com

Language: English - Date: 2013-05-07 13:25:42
203Multivariate statistics / Linear algebra / Matrix theory / Numerical linear algebra / Cluster analysis / Spectral clustering / Eigenvalues and eigenvectors / K-means clustering / K-means++ / Algebra / Statistics / Mathematics

Accurate Spectral Clustering for Community Detection in MapReduce Serafeim Tsironis Athens University of Economics and Business Athens, Greece

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Source URL: snap.stanford.edu

Language: English - Date: 2013-10-24 01:11:04
204Multivariate statistics / Data analysis / Data mining / K-means clustering / Spectral clustering / Mixture model / DBSCAN / Unsupervised learning / Hierarchical clustering / Statistics / Machine learning / Cluster analysis

Non-parametric Mixture Models for Clustering Pavan Kumar Mallapragada, Rong Jin and Anil Jain Department of Computer Science and Engineering, Michigan State University, East Lansing, MI[removed]Abstract. Mixture models

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Source URL: biometrics.cse.msu.edu

Language: English - Date: 2010-05-14 18:25:22
205Cluster analysis / Data mining / Geostatistics / Machine learning / Principal component analysis / Segmentation / Spectral clustering / Hierarchical clustering / UPGMA / Statistics / Multivariate statistics / Data analysis

Semi-Crowdsourced Clustering: Generalizing Crowd Labeling by Robust Distance Metric Learning Jinfeng Yi† , Rong Jin† , Anil K. Jain† , Shaili Jain\ , Tianbao Yang‡ † Michigan State University, East Lansing, MI

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Source URL: www.cse.msu.edu

Language: English - Date: 2013-02-09 13:51:50
206Cluster analysis / K-means clustering / Determining the number of clusters in a data set / Spectral clustering / Statistics / Multivariate statistics / Fuzzy clustering

Speedup of Fuzzy and Possibilistic Kernel c-Means for Large-Scale Clustering Timothy C. Havens, Radha Chitta, Anil K. Jain, and Rong Jin Department of Computer Science and Engineering Michigan State University, East Lans

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Source URL: biometrics.cse.msu.edu

Language: English - Date: 2011-04-11 12:46:48
207Multivariate statistics / Data mining / Machine learning / Linear algebra / Matrix theory / Spectral clustering / Cluster analysis / Kernel principal component analysis / K-means clustering / Statistics / Mathematics / Algebra

Efficient Kernel Clustering Using Random Fourier Features Radha Chitta, Rong Jin and Anil K. Jain Department of Computer Science and Engineering, Michigan State University, East Lansing, MI 48824, USA [removed], r

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Source URL: biometrics.cse.msu.edu

Language: English - Date: 2012-10-17 14:03:01
208Data analysis / Constrained clustering / Cluster analysis / Spectral clustering / Hierarchical clustering / K-means clustering / Large margin nearest neighbor / Segmentation / Semi-supervised learning / Statistics / Machine learning / Multivariate statistics

Semi-supervised Clustering by Input Pattern Assisted Pairwise Similarity Matrix Completion Jinfeng Yi [removed] Lijun Zhang

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Source URL: dataclustering.cse.msu.edu

Language: English - Date: 2014-02-11 17:55:20
209Spectral clustering / Single-linkage clustering / Hierarchical clustering / K-means clustering / Segmentation / Complete-linkage clustering / Fuzzy clustering / Statistics / Cluster analysis / Consensus clustering

Robust Ensemble Clustering by Matrix Completion Jinfeng Yi† , Tianbao Yang‡ , Rong Jin† , Anil K. Jain† , Mehrdad Mahdavi† of Computer Science and Engineering, Michigan State University ‡ Machine Learning Lab

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Source URL: www.cse.msu.edu

Language: English - Date: 2012-10-22 03:04:55
210Multivariate statistics / Data mining / Geostatistics / Consensus clustering / Hierarchical clustering / K-means clustering / Spectral clustering / Single-linkage clustering / DBSCAN / Statistics / Cluster analysis / Machine learning

Pattern Recognition Letters[removed]–666 Contents lists available at ScienceDirect Pattern Recognition Letters journal homepage: www.elsevier.com/locate/patrec

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Source URL: biometrics.cse.msu.edu

Language: English - Date: 2010-05-12 20:02:42
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