Full metadata record
DC Field | Value | Language |
---|---|---|
dc.contributor.author | An, Jin Ung | ko |
dc.contributor.author | Lee, JongHyun | ko |
dc.contributor.author | Ahn, ChangWook | ko |
dc.date.available | 2017-05-11T01:38:49Z | - |
dc.date.created | 2017-04-10 | - |
dc.date.issued | 2013-10 | - |
dc.identifier.citation | Science China: Information Sciences, v.56, no.10 | - |
dc.identifier.issn | 1674-733X | - |
dc.identifier.uri | http://hdl.handle.net/20.500.11750/1602 | - |
dc.description.abstract | This paper presents a new genetic programming (GP) approach to accurately classifying cognitive tasks from non-stationary and noisy fNIRS neural signals. To this end, a new GP that effectively handles multiclass problems is developed. In accordance with multi-tree structure, GP operators are innovated: crossover exchanges every subtree of parents without suffering from any incongruity problem and mutation fine-tunes candidate solutions by a less destructive process. Experimental results verifies the effectiveness of the proposed GP classifier over existing references. © 2013 Science China Press and Springer-Verlag Berlin Heidelberg. | - |
dc.language | English | - |
dc.publisher | SCIENCE PRESS | - |
dc.subject | Classification | - |
dc.subject | Classification (of Information) | - |
dc.subject | Cognitive Task | - |
dc.subject | Destructive Process | - |
dc.subject | fNIRS | - |
dc.subject | Forestry | - |
dc.subject | Functional Neuroimaging | - |
dc.subject | Genetic Programming | - |
dc.subject | Information Retrieval | - |
dc.subject | Mathematics | - |
dc.subject | Multi-Class Problems | - |
dc.subject | Multi-Tree Representation | - |
dc.subject | Neural Signals | - |
dc.subject | Non-Stationary | - |
dc.subject | Sub Trees | - |
dc.subject | Trees | - |
dc.subject | Trees (Mathematics) | - |
dc.title | An efficient GP approach to recognizing cognitive tasks from fNIRS neural signals | - |
dc.type | Article | - |
dc.identifier.doi | 10.1007/s11432-013-5001-8 | - |
dc.identifier.wosid | 000327826500024 | - |
dc.identifier.scopusid | 2-s2.0-84884993743 | - |
dc.type.local | Article(Overseas) | - |
dc.type.rims | ART | - |
dc.description.journalClass | 1 | - |
dc.contributor.nonIdAuthor | Lee, JongHyun | - |
dc.contributor.nonIdAuthor | Ahn, ChangWook | - |
dc.identifier.citationVolume | 56 | - |
dc.identifier.citationNumber | 10 | - |
dc.identifier.citationTitle | Science China: Information Sciences | - |
dc.type.journalArticle | Article | - |
dc.description.isOpenAccess | N | - |
dc.contributor.affiliatedAuthor | An, Jin Ung | - |
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