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LARGE-SCALE MUSIC SIMILARITY SEARCH WITH SPATIAL TREES Brian McFee Computer Science and Engineering University of California, San Diego ABSTRACT
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Document Date: 2015-03-31 11:15:28

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City

Denver / New York / /

Company

Last.fm / Neural Information Processing Systems / MIT Press / Qualcomm Inc. / The times / Intel / Yahoo! Inc. / /

Country

United States / /

Event

Product Issues / Product Recall / /

Facility

Engineering University of California / Computer Engineering University of California / /

IndustryTerm

content-based similarity search / online k-means variant / k-means solution / binary search trees / generic algorithm / data-mining / similarity search / k-means algorithm / online k-means / retrieval algorithm / defeatist search method / spatial tree algorithms / computing / approximate nearest neighbor algorithms / kmeans algorithm / linear search / /

MarketIndex

set 1110 / set 4455 / /

Organization

National Science Foundation / MIT / LARGE-SCALE MUSIC SIMILARITY SEARCH WITH SPATIAL TREES Brian McFee Computer Science and Engineering University / International Society for Music Information Retrieval / University of California / San Diego / /

Person

Brian Whitman / Christos Faloutsos / Tony Jebara / Mayur Datar / Brian McFee / Gerhard Widmer / Vahab S. Mirrokni / Alexander Gray / Piotr Indyk / Paul Lamere / Chao Zhang / Yoav Freund / Samory Kpotufe / Nakul Verma / Andrew Howard / Rui Cai / Andrew W. Moore / Ke Yang / Ting Liu / Thierry Bertin-Mahieux / Risi Kondor / Dominik Schnitzer / Nicole Immorlica / Daniel P.W. Ellis / Sanjoy Dasgupta / Lawrence Cayton / Wei-Ying Ma / Arthur Flexer / Lei Zhang / Jason Samarin / /

Position

artist / corresponding artist / /

Product

0.4 0.2 0.15 0.1 0.05 0 0 0.2 / Recall τ=0.05 1 PCA KD Random / X S PILL / S PILL / curves / 0.15 0.1 0.05 0 0 0.2 / PCA KD Random / /

ProgrammingLanguage

Python / /

ProvinceOrState

New York / California / /

PublishedMedium

Machine Learning / Theory of Computing / /

Technology

RAM / spatial tree algorithms / FastMap algorithm / generic algorithm / classical KD-tree algorithm / kmeans algorithm / Machine Learning / k-means algorithm / retrieval algorithm / approximate nearest neighbor algorithms / 3.6 Retrieval algorithm / /

URL

http /

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