Matches in SemOpenAlex for { <https://semopenalex.org/work/W2011672373> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W2011672373 abstract "Electroencephalogram (EEG) is generally known as a non-stationary signal. Dividing a signal into the epochs within which the signals can be considered stationary, segmentation, is very important in many signal processing applications. Noise often influences the performance of an automatic signal segmentation system. In this article, a new approach for segmentation of the EEG signals based on singular spectrum analysis (SSA) and imperialist competitive algorithm (ICA) is proposed. As the first step, SSA is employed to reduce the effect of various noise sources. Then, fractal dimension (FD) of the signal is estimated and used as a feature extraction for automatic segmentation of the EEG. In order to select two acceptable parameters related to the FD, ICA that is a more powerful evolutionary algorithm than traditional ones is applied. By using synthetic and real EEG signals, the proposed method is compared with original approach (i.e. without using SSA and ICA). The simulation results show that the speed of SSA is much better than that of the discrete wavelet transform (DWT) which has been one of the most popular preprocessing filters for signal segmentation. Also, the simulation results indicate the performance superiority of the proposed method." @default.
- W2011672373 created "2016-06-24" @default.
- W2011672373 creator A5004587843 @default.
- W2011672373 creator A5080730972 @default.
- W2011672373 date "2012-10-01" @default.
- W2011672373 modified "2023-10-14" @default.
- W2011672373 title "Automatic signal segmentation based on singular spectrum analysis and imperialist competitive algorithm" @default.
- W2011672373 cites W1511831332 @default.
- W2011672373 cites W1526062633 @default.
- W2011672373 cites W1527586459 @default.
- W2011672373 cites W1755586944 @default.
- W2011672373 cites W1898604570 @default.
- W2011672373 cites W1978897528 @default.
- W2011672373 cites W1984867563 @default.
- W2011672373 cites W2011980791 @default.
- W2011672373 cites W2019613512 @default.
- W2011672373 cites W2033011996 @default.
- W2011672373 cites W2072062726 @default.
- W2011672373 cites W2099322376 @default.
- W2011672373 cites W2100067435 @default.
- W2011672373 cites W2115328820 @default.
- W2011672373 cites W2124075749 @default.
- W2011672373 cites W2144717556 @default.
- W2011672373 cites W2147264168 @default.
- W2011672373 cites W2156770021 @default.
- W2011672373 cites W2160425696 @default.
- W2011672373 cites W2163626290 @default.
- W2011672373 cites W2167697338 @default.
- W2011672373 doi "https://doi.org/10.1109/iccke.2012.6395351" @default.
- W2011672373 hasPublicationYear "2012" @default.
- W2011672373 type Work @default.
- W2011672373 sameAs 2011672373 @default.
- W2011672373 citedByCount "4" @default.
- W2011672373 countsByYear W20116723732014 @default.
- W2011672373 countsByYear W20116723732017 @default.
- W2011672373 crossrefType "proceedings-article" @default.
- W2011672373 hasAuthorship W2011672373A5004587843 @default.
- W2011672373 hasAuthorship W2011672373A5080730972 @default.
- W2011672373 hasConcept C101219045 @default.
- W2011672373 hasConcept C104267543 @default.
- W2011672373 hasConcept C109718341 @default.
- W2011672373 hasConcept C11413529 @default.
- W2011672373 hasConcept C115961682 @default.
- W2011672373 hasConcept C136272165 @default.
- W2011672373 hasConcept C153180895 @default.
- W2011672373 hasConcept C154945302 @default.
- W2011672373 hasConcept C199360897 @default.
- W2011672373 hasConcept C22789450 @default.
- W2011672373 hasConcept C2779843651 @default.
- W2011672373 hasConcept C34736171 @default.
- W2011672373 hasConcept C41008148 @default.
- W2011672373 hasConcept C47432892 @default.
- W2011672373 hasConcept C4935549 @default.
- W2011672373 hasConcept C52622490 @default.
- W2011672373 hasConcept C84462506 @default.
- W2011672373 hasConcept C89600930 @default.
- W2011672373 hasConcept C9390403 @default.
- W2011672373 hasConcept C99498987 @default.
- W2011672373 hasConceptScore W2011672373C101219045 @default.
- W2011672373 hasConceptScore W2011672373C104267543 @default.
- W2011672373 hasConceptScore W2011672373C109718341 @default.
- W2011672373 hasConceptScore W2011672373C11413529 @default.
- W2011672373 hasConceptScore W2011672373C115961682 @default.
- W2011672373 hasConceptScore W2011672373C136272165 @default.
- W2011672373 hasConceptScore W2011672373C153180895 @default.
- W2011672373 hasConceptScore W2011672373C154945302 @default.
- W2011672373 hasConceptScore W2011672373C199360897 @default.
- W2011672373 hasConceptScore W2011672373C22789450 @default.
- W2011672373 hasConceptScore W2011672373C2779843651 @default.
- W2011672373 hasConceptScore W2011672373C34736171 @default.
- W2011672373 hasConceptScore W2011672373C41008148 @default.
- W2011672373 hasConceptScore W2011672373C47432892 @default.
- W2011672373 hasConceptScore W2011672373C4935549 @default.
- W2011672373 hasConceptScore W2011672373C52622490 @default.
- W2011672373 hasConceptScore W2011672373C84462506 @default.
- W2011672373 hasConceptScore W2011672373C89600930 @default.
- W2011672373 hasConceptScore W2011672373C9390403 @default.
- W2011672373 hasConceptScore W2011672373C99498987 @default.
- W2011672373 hasLocation W20116723731 @default.
- W2011672373 hasOpenAccess W2011672373 @default.
- W2011672373 hasPrimaryLocation W20116723731 @default.
- W2011672373 hasRelatedWork W2122259043 @default.
- W2011672373 hasRelatedWork W2126100045 @default.
- W2011672373 hasRelatedWork W2154250574 @default.
- W2011672373 hasRelatedWork W2164142187 @default.
- W2011672373 hasRelatedWork W2391959412 @default.
- W2011672373 hasRelatedWork W2974852952 @default.
- W2011672373 hasRelatedWork W3003836766 @default.
- W2011672373 hasRelatedWork W3110278283 @default.
- W2011672373 hasRelatedWork W4253160043 @default.
- W2011672373 hasRelatedWork W4308093944 @default.
- W2011672373 isParatext "false" @default.
- W2011672373 isRetracted "false" @default.
- W2011672373 magId "2011672373" @default.
- W2011672373 workType "article" @default.