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Traina Jr et al., 2010 - Google Patents

Fast feature selection using fractal dimension

Traina Jr et al., 2010

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Document ID
4378715930939549142
Author
Traina Jr C
Traina A
Wu L
Faloutsos C
Publication year
Publication venue
Journal of Information and data Management

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Snippet

Dimensionality curse and dimensionality reduction are two key issues that have retained high interest for data mining, machine learning, multimedia indexing, and clustering. In this paper we present a fast, scalable algorithm to quickly select the most important attributes …
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Classifications

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    • G06F17/30286Information retrieval; Database structures therefor; File system structures therefor in structured data stores
    • G06F17/30386Retrieval requests
    • G06F17/30424Query processing
    • G06F17/30533Other types of queries
    • GPHYSICS
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    • G06COMPUTING; CALCULATING; COUNTING
    • G06KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
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