Spectral clustering

Results: 233



#Item
181Imaging / Cluster analysis / Data mining / K-means clustering / Hyperspectral imaging / Spectral clustering / Airborne Real-time Cueing Hyperspectral Enhanced Reconnaissance / Consensus clustering / Segmentation / Statistics / Spectroscopy / Remote sensing

IPN Progress Report[removed]November 15, 2005 Semi-Supervised Data Summarization: Using Spectral Libraries to Improve

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Source URL: ml.jpl.nasa.gov

Language: English - Date: 2005-12-02 17:26:24
182NP-complete problems / Cluster analysis / Graph coloring / Analysis of algorithms / Probabilistic complexity theory / Randomized algorithm / Connectivity / Neighbourhood / Graph partition / Graph theory / Theoretical computer science / Mathematics

Finding Planted Partitions in Nearly Linear Time using Arrested Spectral Clustering Nader H. Bshouty Department of Computer Science, Technion, 32000 Haifa, Israel Philip M. Long

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Source URL: www.icml2010.org

Language: English - Date: 2010-06-13 09:06:35
183Consensus clustering / Hierarchical clustering / Fuzzy clustering / K-means clustering / Spectral clustering / Document clustering / BIRCH / Single-linkage clustering / Statistics / Cluster analysis / Constrained clustering

Active Image Clustering: Seeking Constraints from Humans to Complement Algorithms Arijit Biswas and David Jacobs Computer Science Department University of Maryland, College Park [removed], djacobs@umiacs.u

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Source URL: www.umiacs.umd.edu

Language: English - Date: 2012-04-04 12:53:02
184Estimation theory / Machine learning / Signal processing / Cluster analysis / K-means clustering / Expectation–maximization algorithm / Spectral clustering / Maximum likelihood / Principal component analysis / Statistics / Multivariate statistics / Data analysis

On Information-Maximization Clustering: Tuning Parameter Selection and Analytic Solution Masashi Sugiyama [removed] Makoto Yamada

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Source URL: www.icml-2011.org

Language: English - Date: 2011-06-01 14:49:37
185Spectral theory / Differential operators / Linear algebra / Matrix theory / Spectral clustering / Eigenvalues and eigenvectors / Laplace operator / Spectrum / Algebra / Mathematical analysis / Mathematics

Eigenvalue Sensitive Feature Selection Yi Jiang Jiangtao Ren Sun Yat-sen University, Guangzhou, Guangdong, 510006, P.R.China Abstract

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Source URL: www.icml-2011.org

Language: English - Date: 2011-06-01 14:49:37
186Cluster analysis / Geostatistics / Multivariate statistics / K-means clustering / Spectral clustering / Correlation clustering / Kernel trick / Segmentation / Graph partition / Statistics / Machine learning / Computational statistics

Semi-supervised Graph Clustering: A Kernel Approach Brian Kulis [removed] Sugato Basu [removed]

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Source URL: www.machinelearning.org

Language: English - Date: 2008-12-01 11:14:06
187Data mining / Geostatistics / Machine learning / K-means clustering / Spectral clustering / Segmentation / Consensus clustering / CURE data clustering algorithm / Statistics / Multivariate statistics / Cluster analysis

Clustering Through Ranking On Manifolds Markus Breitenbach Dept. of Computer Science; University of Colorado, Boulder, USA BREITENM @ CS . COLORADO . EDU

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Source URL: www.machinelearning.org

Language: English - Date: 2008-12-01 11:15:18
188K-means clustering / Graph partition / Biclustering / Spectral clustering / Consensus clustering / Fuzzy clustering / Statistics / Cluster analysis / Correlation clustering

Error Bounds for Correlation Clustering Thorsten Joachims [removed] Cornell University, Dept. of Computer Science, 4153 Upson Hall, Ithaca, NY[removed]USA John Hopcroft

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Source URL: www.machinelearning.org

Language: English - Date: 2008-12-01 11:14:23
189Cluster analysis / Multivariate statistics / Linear algebra / Matrix theory / Data mining / Spectral clustering / Semidefinite programming / K-means clustering / Correlation clustering / Statistics / Mathematics / Algebra

Spectral Clustering with Inconsistent Advice Tom Coleman James Saunderson Anthony Wirth The University of Melbourne, Victoria 3010 Australia

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Source URL: www.machinelearning.org

Language: English - Date: 2008-05-01 19:34:06
190Markov models / Multivariate statistics / Data mining / K-means clustering / Data stream clustering / Mixture model / Dirichlet process / Hidden Markov model / Spectral clustering / Statistics / Machine learning / Cluster analysis

Dynamic Non-Parametric Mixture Models and The Recurrent Chinese Restaurant Process : with Applications to Evolutionary Clustering Amr Ahmed Eric Xing School of Computer Science Carnegie Mellon University

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Source URL: www.cs.cmu.edu

Language: English - Date: 2008-02-01 08:51:44
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