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Dimensionality reduction
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#	Item
381	INTERACTIVE IMAGE SEGMENTATION VIA ADAPTIVE WEIGHTED DISTANCES Add to Reading List Source URL: ima.umn.edu Language: English - Date: 2011-10-06 10:22:42 Segmentation Random walker algorithm Image segment Nonlinear dimensionality reduction Watershed Image processing Computer vision Statistics
382	Multiscale SVD and Geometric Multi-Resolution Analysis for noisy point clouds in high dimensions Mauro Maggioni Duke University Durham, NC, USA [removed] Add to Reading List Source URL: www.math.sunysb.edu Language: English - Date: 2012-05-15 09:55:43 Learning Machine learning Singular value decomposition Wavelet Dimension Manifold Multiscale geometric analysis Nonlinear dimensionality reduction Algebra Mathematics Cybernetics
383	Dimensionality Reduction for Data Mining - Techniques, Applications and Trends Lei Yu Binghamton University Add to Reading List Source URL: www.public.asu.edu Language: English - Date: 2011-12-27 01:40:46 Multivariate statistics Microarrays Computer vision Feature extraction Curse of dimensionality Data mining Feature selection Affymetrix Feature vector Statistics Dimension reduction Machine learning
384	Learning of motor maps from perception: a dimensionality reduction approach Ankit Awasthi, Sadbodh Sharma, Amitabha Mukerjee (aawasthi, sadbodh, [removed]) Department of Computer Science and Engineering, IIT Ka Add to Reading List Source URL: www.cse.iitk.ac.in Language: English - Date: 2012-05-06 05:53:02 Dimension reduction Multivariate statistics Differential topology Computational statistics Dimension Nonlinear dimensionality reduction Isomap Manifold Motion planning Statistics Mathematics Topology
385	Colored Maximum Variance Unfolding Le Song† , Alex Smola† , Karsten Borgwardt‡ and Arthur Gretton∗ Add to Reading List Source URL: machinelearning.wustl.edu Language: English - Date: 2013-03-25 14:42:55 Multivariate statistics Dimension reduction Computational statistics Semidefinite embedding Algebraic graph theory Singular value decomposition Nonlinear dimensionality reduction Eigenvalues and eigenvectors Adjacency matrix Algebra Statistics Mathematics
386	Identifying Nonlinear Correlations in High Dimensional Data with Application to Protein Molecular Dynamics Simulations Add to Reading List Source URL: userpages.umbc.edu Language: English - Date: 2013-10-25 09:37:19 Multivariate statistics Econometrics Molecular modelling Correlation and dependence Regression analysis Molecular dynamics Covariance Variance Nonlinear dimensionality reduction Statistics Covariance and correlation Data analysis
387	Distributed Spectral Dimensionality Reduction for Visualizing Textual Data Add to Reading List Source URL: opinion.berkeley.edu Language: English - Date: 2013-06-06 19:53:30 Multivariate statistics Information retrieval Machine learning Singular value decomposition Data analysis Nonlinear dimensionality reduction Spectral clustering Dimension reduction Principal component analysis Statistics Mathematics Information science
388	Application of Dimensionality Reduction in Recommender System -- A Case Study Badrul M. Sarwar, George Karypis, Joseph A. Konstan, John T. Riedl GroupLens Research Group / Army HPC Research Center Add to Reading List Source URL: glaros.dtc.umn.edu Language: English - Date: 2013-10-21 15:54:18 Linear algebra Human–computer interaction Recommender systems Collective intelligence Collaborative filtering Singular value decomposition GroupLens Research Latent semantic indexing Orthogonal matrix Algebra Information science Information retrieval
389	Proto-value Functions: A Laplacian Framework for Learning Representation and Control in Markov Decision Processes Sridhar Mahadevan Add to Reading List Source URL: www-anw.cs.umass.edu Language: English - Date: 2013-04-06 12:45:57 Numerical analysis Linear algebra Abstract algebra Proto-value functions Spectral theory Dynamic programming Diffusion wavelets Nonlinear dimensionality reduction Reinforcement learning Mathematics Algebra Mathematical analysis
390	PDF Document Add to Reading List Source URL: jmlr.org Language: English - Date: 2008-11-30 13:27:10 Dimension reduction Cluster analysis Dimension Nonlinear dimensionality reduction Semidefinite embedding Multidimensional scaling Mixture model Principal component analysis Supervised learning Statistics Multivariate statistics Machine learning

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