Spectral clustering

Results: 233



#Item
131Multivariate statistics / Linear algebra / Data analysis / Singular value decomposition / Spectral clustering / Cluster analysis / Support vector machine / Hyperplane / Eigenvalues and eigenvectors / Statistics / Algebra / Mathematics

Clustering with Normalized Cuts is Clustering with a Hyperplane Ali Rahimi1 and Ben Recht2 1 MIT Computer Science and Artificial Intelligence Laboratory,

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Source URL: cba.mit.edu

Language: English - Date: 2011-12-13 18:32:02
132Cluster analysis / Machine learning / Hierarchical clustering / Network analysis / K-means clustering / Segmentation / Multivariate statistics / Spectral clustering / Belief propagation / Statistics / Computing / Image processing

Multi-Sensor Clustering using Layered Affinity Propagation Lionel Ott1 and Fabio Ramos2 Abstract— Current robotic systems carry many diverse sensors such as laser scanners, cameras and inertial measurement units just t

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Source URL: www-personal.acfr.usyd.edu.au

Language: English - Date: 2015-01-05 23:35:34
133Image processing / Ballistics / Segmentation / Discontinuity / Spectral clustering / Eigenvalues and eigenvectors / Embedding / Trajectory / Delaunay triangulation / Algebra / Mathematics / Abstract algebra

Video Segmentation by Tracing Discontinuities in a Trajectory Embedding Katerina Fragkiadaki, Geng Zhang and Jianbo Shi Video segmentation Context-aware trajectory motion saliency

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Source URL: www.cs.berkeley.edu

Language: English - Date: 2013-12-11 22:58:24
134Numerical linear algebra / Multivariate statistics / Linear algebra / Matrix theory / Singular value decomposition / Spectral clustering / Eigenvalues and eigenvectors / Information bottleneck method / Eigendecomposition of a matrix / Algebra / Mathematics / Statistics

Power Iteration Clustering Frank Lin William W. Cohen Carnegie Mellon University, 5000 Forbes Ave., Pittsburgh, PA[removed]USA

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Source URL: www.cs.cmu.edu

Language: English - Date: 2010-05-06 11:10:52
135Cluster analysis / Data analysis / Geostatistics / Spectral clustering / K-means clustering / Single-linkage clustering / Nearest neighbor graph / Consensus clustering / Data stream clustering / Statistics / Machine learning / Data mining

Consistent Minimization of Clustering Objective Functions Ulrike von Luxburg Max Planck Institute for Biological Cybernetics S´ebastien Bubeck

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Source URL: www.princeton.edu

Language: English - Date: 2011-06-28 04:17:11
136Networks / Cluster analysis / Network theory / Graph partition / Community structure / Clique / Spectral clustering / Bipartite graph / Topology / Graph theory / Mathematics / Statistics

A General and Scalable Approach to Mixed Membership Clustering Frank Lin Language Technologies Institute Carnegie Mellon University Pittsburgh, PA, USA [removed]

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Source URL: www.cs.cmu.edu

Language: English - Date: 2012-11-05 11:10:07
137Networks / Algebraic graph theory / Image processing / Segmentation / Graph partition / Community structure / Spectral clustering / Cluster analysis / Adjacency matrix / Graph theory / Mathematics / Statistics

Node Clustering in Graphs: An Empirical Study Ramnath Balasubramanyan Carnegie Mellon University Pittsburgh, PA[removed]removed]

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Source URL: www.cs.cmu.edu

Language: English - Date: 2010-11-01 11:26:52
138Data analysis / Data mining / Geostatistics / K-means clustering / Single-linkage clustering / Spectral clustering / Consensus clustering / Fuzzy clustering / Statistics / Machine learning / Cluster analysis

Journal of Machine Learning Research[removed]698 Submitted 10/07; Revised 6/08; Published 3/09 Nearest Neighbor Clustering: A Baseline Method for Consistent Clustering with Arbitrary Objective Functions

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Source URL: www.princeton.edu

Language: English - Date: 2011-06-28 04:18:53
139Data analysis / Data mining / Geostatistics / Machine learning / Hierarchical clustering / Spectral clustering / Mathematical optimization / Consensus clustering / Statistics / Multivariate statistics / Cluster analysis

¨ biologische Kybernetik Max–Planck–Institut fur Max Planck Institute for Biological Cybernetics Technical Report No. 181

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Source URL: www.is.tuebingen.mpg.de

Language: English - Date: 2011-01-20 08:12:33
140Cluster analysis / K-means clustering / Hierarchical clustering / Spectral clustering / Linear discriminant analysis / Eigenvalues and eigenvectors / Graph partition / Segmentation / Statistics / Multivariate statistics / Kernel principal component analysis

Correlational Spectral Clustering Matthew B. Blaschko Christoph H. Lampert Max Planck Institute for Biological Cybernetics[removed]T¨ubingen, Germany {blaschko,chl}@tuebingen.mpg.de

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Source URL: www.is.tuebingen.mpg.de

Language: English - Date: 2011-01-20 08:10:46
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