Matches in SemOpenAlex for { <https://semopenalex.org/work/W1535161034> ?p ?o ?g. }
Showing items 1 to 89 of
89
with 100 items per page.
- W1535161034 abstract "EEG based biometric system can be used for authentication, with advantages like confidentiality retention and forgery prevention. Signals which are taken from maximum brain regions show some sort of unique information that can be used for extracting the subject dependent pattern. This paper presents an approach to find the relationships among signals generated in different brain regions which give birth to unique patterns. A bivariate measure, Magnitude Squared Coherence (MSC) is selected as a feature which is insensitive to the random changes in the amplitude of the signals (because of circadian rhythm). We are trying to optimize the number of EEG channels to be considered for the identification without compromising the accuracy. An experiment is performed on all the possible combinations of channels and on accomplishment of 100% accuracy channels are reduced one by one. This incremental approach is followed till we get accuracy less than 95%. K-nearest neighbour (K=l), a distance based classifier, which worked well with very high dimensional data with limited number of samples per class is used here. 100% accuracy on 108 subjects with eye open resting state was previously claimed using 64 channels, whereas the same accuracy is obtained here on 109 subjects by selecting only 10 channels. Obtained result lead us to conclude that 10 channels can be used conveniently in confidential environment for biometric identification." @default.
- W1535161034 created "2016-06-24" @default.
- W1535161034 creator A5017958784 @default.
- W1535161034 creator A5060052491 @default.
- W1535161034 creator A5079769055 @default.
- W1535161034 date "2015-07-01" @default.
- W1535161034 modified "2023-09-30" @default.
- W1535161034 title "EEG based biometric identification with reduced number of channels" @default.
- W1535161034 cites W1503892756 @default.
- W1535161034 cites W1969338001 @default.
- W1535161034 cites W1981934039 @default.
- W1535161034 cites W1996687698 @default.
- W1535161034 cites W2042237257 @default.
- W1535161034 cites W2061030612 @default.
- W1535161034 cites W2063294564 @default.
- W1535161034 cites W2134577338 @default.
- W1535161034 cites W2138444990 @default.
- W1535161034 cites W2148545198 @default.
- W1535161034 cites W2158963974 @default.
- W1535161034 cites W2178223022 @default.
- W1535161034 cites W4250543537 @default.
- W1535161034 doi "https://doi.org/10.1109/icact.2015.7224883" @default.
- W1535161034 hasPublicationYear "2015" @default.
- W1535161034 type Work @default.
- W1535161034 sameAs 1535161034 @default.
- W1535161034 citedByCount "12" @default.
- W1535161034 countsByYear W15351610342016 @default.
- W1535161034 countsByYear W15351610342018 @default.
- W1535161034 countsByYear W15351610342019 @default.
- W1535161034 countsByYear W15351610342020 @default.
- W1535161034 countsByYear W15351610342022 @default.
- W1535161034 countsByYear W15351610342023 @default.
- W1535161034 crossrefType "proceedings-article" @default.
- W1535161034 hasAuthorship W1535161034A5017958784 @default.
- W1535161034 hasAuthorship W1535161034A5060052491 @default.
- W1535161034 hasAuthorship W1535161034A5079769055 @default.
- W1535161034 hasConcept C116834253 @default.
- W1535161034 hasConcept C118552586 @default.
- W1535161034 hasConcept C119857082 @default.
- W1535161034 hasConcept C127162648 @default.
- W1535161034 hasConcept C153180895 @default.
- W1535161034 hasConcept C154945302 @default.
- W1535161034 hasConcept C15744967 @default.
- W1535161034 hasConcept C184297639 @default.
- W1535161034 hasConcept C23123220 @default.
- W1535161034 hasConcept C28490314 @default.
- W1535161034 hasConcept C31258907 @default.
- W1535161034 hasConcept C41008148 @default.
- W1535161034 hasConcept C522805319 @default.
- W1535161034 hasConcept C59822182 @default.
- W1535161034 hasConcept C64341305 @default.
- W1535161034 hasConcept C86803240 @default.
- W1535161034 hasConcept C88548561 @default.
- W1535161034 hasConcept C95623464 @default.
- W1535161034 hasConceptScore W1535161034C116834253 @default.
- W1535161034 hasConceptScore W1535161034C118552586 @default.
- W1535161034 hasConceptScore W1535161034C119857082 @default.
- W1535161034 hasConceptScore W1535161034C127162648 @default.
- W1535161034 hasConceptScore W1535161034C153180895 @default.
- W1535161034 hasConceptScore W1535161034C154945302 @default.
- W1535161034 hasConceptScore W1535161034C15744967 @default.
- W1535161034 hasConceptScore W1535161034C184297639 @default.
- W1535161034 hasConceptScore W1535161034C23123220 @default.
- W1535161034 hasConceptScore W1535161034C28490314 @default.
- W1535161034 hasConceptScore W1535161034C31258907 @default.
- W1535161034 hasConceptScore W1535161034C41008148 @default.
- W1535161034 hasConceptScore W1535161034C522805319 @default.
- W1535161034 hasConceptScore W1535161034C59822182 @default.
- W1535161034 hasConceptScore W1535161034C64341305 @default.
- W1535161034 hasConceptScore W1535161034C86803240 @default.
- W1535161034 hasConceptScore W1535161034C88548561 @default.
- W1535161034 hasConceptScore W1535161034C95623464 @default.
- W1535161034 hasLocation W15351610341 @default.
- W1535161034 hasOpenAccess W1535161034 @default.
- W1535161034 hasPrimaryLocation W15351610341 @default.
- W1535161034 hasRelatedWork W1581329577 @default.
- W1535161034 hasRelatedWork W2356621584 @default.
- W1535161034 hasRelatedWork W2375733133 @default.
- W1535161034 hasRelatedWork W2921036759 @default.
- W1535161034 hasRelatedWork W3012165630 @default.
- W1535161034 hasRelatedWork W3119026898 @default.
- W1535161034 hasRelatedWork W3215605460 @default.
- W1535161034 hasRelatedWork W2153315003 @default.
- W1535161034 hasRelatedWork W2185710410 @default.
- W1535161034 hasRelatedWork W3158004940 @default.
- W1535161034 isParatext "false" @default.
- W1535161034 isRetracted "false" @default.
- W1535161034 magId "1535161034" @default.
- W1535161034 workType "article" @default.