Curse of dimensionality

Results: 40



#Item
21Statistics / Dimension theory / Machine learning / Multivariate statistics / Chaos theory / Fractal dimension / Curse of dimensionality / Sierpinski triangle / Principal component analysis / Mathematics / Fractals / Dimension

Fractal Dimension for Data Mining Krishna Kumaraswamy [removed] Center for Automated Learning and Discovery School of Computer Science

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Source URL: www.ml.cmu.edu

Language: English - Date: 2015-01-14 10:47:38
22Principal component analysis / Dimension reduction / Curse of dimensionality / Pattern recognition / Supervised learning / Latent semantic indexing / Statistics / Machine learning / Multivariate statistics

Reducing High-Dimensional Data by Principal Component Analysis vs. Random Projection for Nearest Neighbor Classification Sampath Deegalla? ?

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Source URL: www.stes.fi

Language: English - Date: 2006-10-19 04:44:00
23Normal distribution / Galerkin method / Dirac delta function / Least squares / Residual / Function / Chebyshev polynomials / Mathematical optimization / Mathematical analysis / Mathematics / Numerical analysis

Projection methods and the curse of dimensionality Burkhard Heera,b and Alfred Maussnerc a

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Source URL: www.wiwi.uni-augsburg.de

Language: English - Date: 2009-09-22 08:12:10
24Functions and mappings / Differential calculus / Numerical analysis / Monte Carlo methods / Fourier analysis / Numerical integration / Quasi-Monte Carlo method / Product rule / Derivative / Mathematics / Mathematical analysis / Algebra

Lifting the Curse of Dimensionality Frances Y. Kuo and Ian H. Sloan Introduction Richard Bellman [1] coined the phrase the curse of

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Source URL: www.ams.org

Language: English - Date: 2005-11-07 09:38:34
25Multivariate statistics / Dimension reduction / Machine learning / Information retrieval / Functional analysis / Principal component analysis / Johnson–Lindenstrauss lemma / Latent semantic indexing / Curse of dimensionality / Statistics / Algebra / Mathematics

Random projection in dimensionality reduction: Applications to image and text data Ella Bingham and Heikki Mannila ∗

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Source URL: people.inf.elte.hu

Language: English - Date: 2014-09-26 08:40:32
26Cybernetics / Learning / Machine learning / Sparse matrix / Regression analysis / Algorithm / Curse of dimensionality / Mathematical optimization / Book:Machine Learning - The Complete Guide / Statistics / Mathematics / Applied mathematics

L E A R N I N G W I T H S PA R S I T Y: S T R U C T U R E S , O P T I M I Z AT I O N A N D A P P L I C AT I O N S XI CHEN Machine Learning Department

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Source URL: www.cs.cmu.edu

Language: English - Date: 2013-05-05 23:59:11
27Machine learning / Search algorithms / Information retrieval / Numerical analysis / Data mining / Nearest neighbor search / K-nearest neighbor algorithm / Similarity / Curse of dimensionality / Information science / Mathematics / Statistics

12th International Society for Music Information Retrieval Conference (ISMIR[removed]USING MUTUAL PROXIMITY TO IMPROVE CONTENT-BASED AUDIO SIMILARITY Dominik Schnitzer1,2 , Arthur Flexer1 , Markus Schedl2 , Gerhard Widmer

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Source URL: ismir2011.ismir.net

Language: English - Date: 2014-01-23 13:06:23
28Multivariate statistics / Microarrays / Computer vision / Feature extraction / Curse of dimensionality / Data mining / Feature selection / Affymetrix / Feature vector / Statistics / Dimension reduction / Machine learning

Dimensionality Reduction for Data Mining - Techniques, Applications and Trends Lei Yu Binghamton University

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Source URL: www.cs.binghamton.edu

Language: English - Date: 2007-02-23 12:11:53
29

On the Curse of Dimensionality: Can Scagnostics Help? Kevin Anderson Theresa Utlaut

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Source URL: www.amstat.org

Language: English - Date: 2008-11-10 16:31:38
    30Spheres / Topology / Dimension / Hypercube / Algebraic topology / Tesseract / Four-dimensional space / Curse of dimensionality / N-sphere / Geometry / Euclidean geometry / Cubes

    The curse of dimensionality Mario K¨oppen Fraunhofer IPK Berlin Pascalstr. 8-9, 10587 Berlin, Germany E-Mail: [removed]

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    Source URL: yaroslavvb.com

    Language: English - Date: 2007-06-16 19:09:09
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