Nonlinear dimensionality reduction

Results: 210



#Item
91Multivariate statistics / Exponentials / Gaussian function / Jitter / Nonlinear dimensionality reduction / Max / Open Sound Control / MIDI / Statistics / Computing / Electronics

Proceedings of the 2003 Conference on New Interfaces for Musical Expression (NIME-03), Montreal, Canada Characterizing and Controlling Musical Material Intuitively with Geometric Models Ali Momeni

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Source URL: www.music.mcgill.ca

Language: English - Date: 2003-05-20 15:14:25
92Differential topology / Multivariate statistics / Dimension reduction / Computational statistics / Geometric topology / Nonlinear dimensionality reduction / Manifold / Differentiable manifold / Lipschitz continuity / Topology / Statistics / Mathematics

Manifold of Facial Expression Ya Chang, Changbo Hu, Matthew Turk Computer Science Department, University of California, Santa Barbara, CA 93106 {yachang, cbhu, mturk}@cs.ucsb.edu Abstract

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Source URL: www.recveb.ucsb.edu

Language: English
93Machine learning / Searching / Multivariate statistics / Numerical analysis / Nearest neighbor search / Database index / Dimension reduction / Search engine indexing / Nonlinear dimensionality reduction / Information science / Information retrieval / Statistics

A Simple Dimensionality Reduction Technique for Fast Similarity Search in Large Time Series Databases Eamonn J. Keogh and Michael J. Pazzani Department of Information and Computer Science University of California, Irvine

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Source URL: www.cs.ucr.edu

Language: English - Date: 2000-01-09 15:21:12
94Machine learning / Computational statistics / Statistical classification / Kernel methods / Linear discriminant analysis / Nonlinear dimensionality reduction / Semidefinite embedding / Feature extraction / Principal component analysis / Statistics / Multivariate statistics / Dimension reduction

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, Short Papers DECEMBER 2008

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Source URL: www.lv-nus.org

Language: English - Date: 2009-08-08 01:49:30
95Mathematics / Nonlinear dimensionality reduction / Multidimensional scaling / Isomap / Principal component analysis / Eigenvalues and eigenvectors / Kernel principal component analysis / Matrix / Distance matrix / Statistics / Multivariate statistics / Algebra

The Annals of Applied Statistics 2008, Vol. 2, No. 3, 777–807 DOI: [removed]AOAS165 © Institute of Mathematical Statistics, 2008 HORSESHOES IN MULTIDIMENSIONAL SCALING AND LOCAL

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Source URL: 5harad.com

Language: English - Date: 2014-09-24 20:04:52
96Abstract algebra / Operations research / Dimension reduction / Heuristics / Heuristic function / Heuristic / Mathematical optimization / Nonlinear dimensionality reduction / Vector space / Mathematics / Algebra / Linear algebra

Euclidean Heuristic Optimization[removed]

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Source URL: webdocs.cs.ualberta.ca

Language: English - Date: 2011-07-28 15:33:34
97Dimension / Nonlinear dimensionality reduction / Machine learning / Data mining / Statistics / Multivariate statistics / Dimension reduction

Regularizers versus Losses for Nonlinear Dimensionality Reduction

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Source URL: users.cecs.anu.edu.au

Language: English - Date: 2012-06-02 22:35:28
98Multivariate statistics / Dimension reduction / Matrix theory / Computational statistics / Linear algebra / Nonlinear dimensionality reduction / Bregman divergence / Semidefinite embedding / Principal component analysis / Statistics / Algebra / Mathematics

Regularizers versus Losses for Nonlinear Dimensionality Reduction

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Source URL: users.cecs.anu.edu.au

Language: English - Date: 2012-06-02 22:35:08
99Statistical classification / Data analysis / Learning / Nonlinear dimensionality reduction / K-nearest neighbor algorithm / Supervised learning / Large margin nearest neighbor / Linear classifier / Support vector machine / Statistics / Machine learning / Multivariate statistics

Distance Learning Algorithm Comparing in Classification and Retrieval Jiecheng Zhao supervisor: Scott Sanner October 31, 2012

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Source URL: users.cecs.anu.edu.au

Language: English - Date: 2014-11-14 04:07:19
100Matrix theory / Singular value decomposition / Multivariate statistics / Operator theory / Eigenvalues and eigenvectors / Nonlinear dimensionality reduction / Principal component analysis / Spectral clustering / Spectral theorem / Algebra / Mathematics / Linear algebra

10 Diffusion Maps - a Probabilistic Interpretation for Spectral Embedding and Clustering Algorithms Boaz Nadler1 , Stephane Lafon2,3 , and Ronald Coifman3 , and Ioannis G. Kevrekidis4

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Source URL: www.wisdom.weizmann.ac.il

Language: English - Date: 2008-12-23 08:08:27
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