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Generative topographic map
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#	Item
1	Self-Organizing Map for Data Mining in MATLAB: the SOM Toolbox http://www.cis.hut.fi/projects/somtoolbox The SOM Toolbox is a free function library for MATLAB 5 implementing the Self-Organizing Map (SOM) algorithm which Add to Reading List Source URL: www.cis.hut.fi Language: English - Date: 2000-10-09 05:53:45 Software Application software Mathematical software Array programming languages Artificial neural networks Dimension reduction Self-organizing map Cross-platform software Free statistical software MATLAB R Generative topographic map
2	Metrics for Probabilistic Geometries Alessandra Tosi Dept. of Computer Science Universitat Polit`ecnica de Catalunya Add to Reading List Source URL: www2.compute.dtu.dk Language: English - Date: 2014-09-14 12:13:52 Riemannian geometry Mathematical analysis Dimension Dimension reduction Nonlinear dimensionality reduction Geodesic Riemannian manifold Generative topographic map Metric tensor Differential geometry Geometry Statistics
3	Journal of Machine Learning Research–1816 Submitted 4/05; Revised 10/05; PublishedProbabilistic Non-linear Principal Component Analysis with Gaussian Process Latent Variable Models Add to Reading List Source URL: jmlr.csail.mit.edu Language: English - Date: 2005-11-20 10:42:17 Principal component analysis Expectation–maximization algorithm Gaussian process Generative topographic map Covariance matrix Mixture model Conjugate prior Factor analysis Covariance function Statistics Multivariate statistics Kernel principal component analysis
4	An Efficient Network Generation Method: Interpersonal Networks and the Distribution of Links Ben Klemens Brookings Institution, Washington Add to Reading List Source URL: ben.klemens.org Language: English - Date: 2008-01-23 16:14:23 Estimation theory Data analysis Principal component analysis Singular value decomposition Maximum likelihood Normal distribution Factor analysis Generative topographic map Types of artificial neural networks Statistics Multivariate statistics Neural networks
5	GTM: The Generative Topographic Mapping Christopher M. Bishop, Add to Reading List Source URL: research.microsoft.com Language: English - Date: 2002-09-13 13:19:13 Neural networks Multivariate statistics Singular value decomposition Abstract algebra Linear algebra Generative topographic map Expectation–maximization algorithm Principal component analysis Mixture model Statistics Algebra Mathematics
6	PDF Document Add to Reading List Source URL: research.microsoft.com Language: English Neural networks Multivariate statistics Singular value decomposition Abstract algebra Linear algebra Generative topographic map Expectation–maximization algorithm Principal component analysis Mixture model Statistics Algebra Mathematics

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