Generic Subsequence Matching Framework: Modularity, Flexibility, Efficiency
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14330%2F12%3A00073385" target="_blank" >RIV/00216224:14330/12:00073385 - isvavai.cz</a>
Result on the web
<a href="http://www.springerlink.com/content/m465x3505v33w465/" target="_blank" >http://www.springerlink.com/content/m465x3505v33w465/</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-642-32597-7_23" target="_blank" >10.1007/978-3-642-32597-7_23</a>
Alternative languages
Result language
angličtina
Original language name
Generic Subsequence Matching Framework: Modularity, Flexibility, Efficiency
Original language description
Subsequence matching has appeared to be an ideal approach for solving many problems related to the fields of data mining and similarity retrieval. It has been shown that almost any data class (audio, image, biometrics, signals) is or can be represented by some kind of time series or string of symbols, which can be seen as an input for various subsequence matching approaches. The variety of data types, specific tasks and their solutions is so wide that their proper comparison and combination suitable fora particular task might be very complicated and time-consuming. In this work, we present a new generic Subsequence Matching Framework (SMF) that tries to overcome the aforementioned problem by a uniform frame that simplifies and speeds up the design, development and evaluation of subsequence matching related systems. We identify several relatively separate subtasks solved differently over the literature and SMF enables to combine them in a straightforward manner achieving new quality an
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2012
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Database and Expert Systems Applications
ISBN
9783642325960
ISSN
0302-9743
e-ISSN
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Number of pages
10
Pages from-to
256-265
Publisher name
Springer
Place of publication
Berlin / Heidelberg
Event location
Vienna
Event date
Jan 1, 2012
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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