Presentation 2002/9/13
Efficiency and Accuracy of Active Search
Tomonori IZUMITANI, Eisaku MAEDA,
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Abstract(in English) Active Search is a method which detects objective patterns from large data sets and achieves high speed and accuracy. It is widely used in various search problems such as searches for visual or acoustic patterns. However, it is not well known what kinds of patterns are suitable for Active Search. This study considers the efficiency and the accuracy of Active Search. We calculated an expectation of the width, in which matching processes are skipped, as a measure of efficiency. Additionally, we propose a measure of entropy for estimation of the accuracy. Both measures are tested using randomly generated sequences.
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Keyword(in English) Active Search / sequence search / histogram / skip width / entropy
Paper # WIT2002-30
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Conference Information
Committee WIT
Conference Date 2002/9/13(1days)
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Registration To Well-being Information Technology(WIT)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Efficiency and Accuracy of Active Search
Sub Title (in English)
Keyword(1) Active Search
Keyword(2) sequence search
Keyword(3) histogram
Keyword(4) skip width
Keyword(5) entropy
1st Author's Name Tomonori IZUMITANI
1st Author's Affiliation NTT Communication Science Laboratories, NTT Corporation()
2nd Author's Name Eisaku MAEDA
2nd Author's Affiliation NTT Communication Science Laboratories, NTT Corporation
Date 2002/9/13
Paper # WIT2002-30
Volume (vol) vol.102
Number (no) 320
Page pp.pp.-
#Pages 6
Date of Issue