Classification via Nearest Prototype Classifier Utilizing Artificial Bee Colony on CUDA
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F14%3A86090884" target="_blank" >RIV/61989100:27240/14:86090884 - isvavai.cz</a>
Alternative codes found
RIV/61989100:27740/14:86090884
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-319-07995-0_3" target="_blank" >http://dx.doi.org/10.1007/978-3-319-07995-0_3</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-07995-0_3" target="_blank" >10.1007/978-3-319-07995-0_3</a>
Alternative languages
Result language
angličtina
Original language name
Classification via Nearest Prototype Classifier Utilizing Artificial Bee Colony on CUDA
Original language description
Artificial bee colony is a metaheuristic optimization algorithm based on the behaviour of honey bee swarm. These bees work largely independently of other bees, making the algorithm suitable for parallel implementation. Within this paper, we introduce thealgorithm itself and its subsequent parallelization utilizing the CUDA platform. The runtime speedup is demonstrated on several commonly used test functions for optimization. The algorithm is subsequently applied to the problem of classifying real data.
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)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Advances in intelligent systems and computing. Volume 299
ISBN
978-3-319-07994-3
ISSN
2194-5357
e-ISSN
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Number of pages
10
Pages from-to
21-30
Publisher name
Springer
Place of publication
Basel
Event location
Bilbao
Event date
Jun 25, 2014
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000343754200003