1. Identity statement | |
Reference Type | Conference Paper (Conference Proceedings) |
Site | sibgrapi.sid.inpe.br |
Holder Code | ibi 8JMKD3MGPEW34M/46T9EHH |
Identifier | 8JMKD3MGPBW34M/3C9ES5P |
Repository | sid.inpe.br/sibgrapi/2012/07.12.18.44 |
Last Update | 2012:07.31.18.39.56 (UTC) administrator |
Metadata Repository | sid.inpe.br/sibgrapi/2012/07.12.18.44.07 |
Metadata Last Update | 2022:06.14.00.07.30 (UTC) administrator |
DOI | 10.1109/SIBGRAPI.2012.47 |
Citation Key | NakamuraPeCoRoPaYa:2012:BiBaAl |
Title | BBA: A Binary Bat Algorithm for Feature Selection |
Format | DVD, On-line. |
Year | 2012 |
Access Date | 2024, Apr. 29 |
Number of Files | 1 |
Size | 166 KiB |
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2. Context | |
Author | 1 Nakamura, Rodrigo Yuji Mizobe 2 Pereira, Luis Augusto Martins 3 Costa, Kelton Augusto Pontara da 4 Rodrigues, Douglas 5 Papa, Joao Paulo 6 Yang, Xin-She |
Affiliation | 1 Sao Paulo State University - UNESP 2 Sao Paulo State University - UNESP 3 Sao Paulo State University - UNESP 4 Sao Paulo State University - UNESP 5 Sao Paulo State University - UNESP 6 National Physical Laboratory |
Editor | Freitas, Carla Maria Dal Sasso Sarkar, Sudeep Scopigno, Roberto Silva, Luciano |
e-Mail Address | papa.joaopaulo@gmail.com |
Conference Name | Conference on Graphics, Patterns and Images, 25 (SIBGRAPI) |
Conference Location | Ouro Preto, MG, Brazil |
Date | 22-25 Aug. 2012 |
Publisher | IEEE Computer Society |
Publisher City | Los Alamitos |
Book Title | Proceedings |
Tertiary Type | Full Paper |
History (UTC) | 2012-09-20 16:45:34 :: papa.joaopaulo@gmail.com -> administrator :: 2012 2022-03-08 21:03:23 :: administrator -> menottid@gmail.com :: 2012 2022-03-10 13:02:30 :: menottid@gmail.com -> administrator :: 2012 2022-06-14 00:07:30 :: administrator -> :: 2012 |
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3. Content and structure | |
Is the master or a copy? | is the master |
Content Stage | completed |
Transferable | 1 |
Version Type | finaldraft |
Keywords | feature selection bat algorithm optimum-path forest |
Abstract | Feature selection aims to find the most important information from a given set of features. As this task can be seen as an optimization problem, the combinatorial growth of the possible solutions may be inviable for a exhaustive search. In this paper we propose a new nature-inspired feature selection technique based on the bats behavior, which has never been applied to this context so far. The wrapper approach combines the power of exploration of the bats together with the speed of the Optimum-Path Forest classifier to find the set of features that maximizes the accuracy in a validating set. Experiments conducted in five public datasets have demonstrated that the proposed approach can outperform some well-known swarm-based techniques. |
Arrangement 1 | urlib.net > SDLA > Fonds > SIBGRAPI 2012 > BBA: A Binary... |
Arrangement 2 | urlib.net > SDLA > Fonds > Full Index > BBA: A Binary... |
doc Directory Content | access |
source Directory Content | there are no files |
agreement Directory Content | |
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4. Conditions of access and use | |
data URL | http://urlib.net/ibi/8JMKD3MGPBW34M/3C9ES5P |
zipped data URL | http://urlib.net/zip/8JMKD3MGPBW34M/3C9ES5P |
Language | en |
Target File | updated_paper.pdf |
User Group | papa.joaopaulo@gmail.com |
Visibility | shown |
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5. Allied materials | |
Mirror Repository | sid.inpe.br/banon/2001/03.30.15.38.24 |
Next Higher Units | 8JMKD3MGPEW34M/46SL8GS 8JMKD3MGPEW34M/4742MCS |
Citing Item List | sid.inpe.br/sibgrapi/2022/05.15.03.31 6 sid.inpe.br/banon/2001/03.30.15.38.24 2 |
Host Collection | sid.inpe.br/banon/2001/03.30.15.38 |
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6. Notes | |
Empty Fields | archivingpolicy archivist area callnumber contenttype copyholder copyright creatorhistory descriptionlevel dissemination documentstage edition electronicmailaddress group isbn issn label lineage mark nextedition notes numberofvolumes orcid organization pages parameterlist parentrepositories previousedition previouslowerunit progress project readergroup readpermission resumeid rightsholder schedulinginformation secondarydate secondarykey secondarymark secondarytype serieseditor session shorttitle sponsor subject tertiarymark type url volume |
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