Full metadata record
DC Field | Value | Language |
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dc.contributor.author | Lee, Jong-Hyun | - |
dc.contributor.author | Anaraki, Javad Rahimipour | - |
dc.contributor.author | Ahn, Chang Wook | - |
dc.contributor.author | An, Jinung | - |
dc.date.available | 2017-05-11T01:36:59Z | - |
dc.date.created | 2017-04-10 | - |
dc.date.issued | 2015-02-15 | - |
dc.identifier.issn | 0957-4174 | - |
dc.identifier.uri | http://hdl.handle.net/20.500.11750/1577 | - |
dc.description.abstract | Recently, many researchers have studied in engineering approach to brain activity pattern of conceptual activities of the brain. In this paper we proposed a intension recognition framework (i.e. classification system) for high accuracy which is based on Fuzzy-Rough Feature Selection and Multitree Genetic Programming. The enormous brain signal data measured by fNIRS are reduced by proposed feature selection and extracted the informative features. Also, proposed Multitree Genetic Programming use the remain data to construct the intension recognition model effectively. The performance of proposed classification system is demonstrated and compared with existing classifiers and unreduced dataset. Experimental results show that classification accuracy increases while number of features decreases in proposed system. © 2014 Elsevier Ltd. All rights reserved. | - |
dc.publisher | Elsevier B.V. | - |
dc.title | Efficient classification system based on Fuzzy-Rough Feature Selection and Multitree Genetic Programming for intension pattern recognition using brain signal | - |
dc.type | Article | - |
dc.identifier.doi | 10.1016/j.eswa.2014.09.048 | - |
dc.identifier.scopusid | 2-s2.0-84908530112 | - |
dc.identifier.bibliographicCitation | Expert Systems with Applications, v.42, no.3, pp.1644 - 1651 | - |
dc.subject.keywordAuthor | Fuzzy-rough sets | - |
dc.subject.keywordAuthor | Feature selection | - |
dc.subject.keywordAuthor | Multitree GP | - |
dc.subject.keywordAuthor | Brain signal | - |
dc.subject.keywordAuthor | Intension recognition | - |
dc.subject.keywordPlus | COMPUTER INTERFACES | - |
dc.subject.keywordPlus | BCI | - |
dc.subject.keywordPlus | STROKE | - |
dc.subject.keywordPlus | SETS | - |
dc.citation.endPage | 1651 | - |
dc.citation.number | 3 | - |
dc.citation.startPage | 1644 | - |
dc.citation.title | Expert Systems with Applications | - |
dc.citation.volume | 42 | - |
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