Matches in SemOpenAlex for { <https://semopenalex.org/work/W4352996598> ?p ?o ?g. }
Showing items 1 to 96 of
96
with 100 items per page.
- W4352996598 endingPage "161" @default.
- W4352996598 startingPage "151" @default.
- W4352996598 abstract "Driving is hazardous due to various factors, including driving attitudes, road type, and driving perceptual environment. These influences factors may cause a fatigue condition. Moreover, less driving experience and lack of alertness can also be contributed to dangerous accidents. Fatigued driving is a key factor in car accidents worldwide because of sleep disorders and driving durations. An EEG signal is used to determine changes in brain activity for diagnosing driver fatigue states. Artifacts were removed using independent component analysis (ICA) in the preprocessing stage. Then, features are extracted from the temporal region of the brain using eight channels (Fp1, Fp2, O1, O2, F4, F3, P4, and P3). The frequency bands used are alpha, delta, and theta. In continuous wavelet transform analysis, the Morlet wavelet is a fast wavelet transform in time–frequency analysis. Still, it has shift sensitivity and lacks phase information, affecting the frequency resolution analysis. This study proposes the enhancement of the Morlet mother wavelet for frequency resolution in the time–frequency domain using independent component analysis to overcome the drawbacks of the Morlet wavelet. The proposed technique can increase the percentage of driver fatigue classification accuracy of EEG signals. Then, the artificial neural network (ANN) classifier with Levenberg–Marquardt (LM) training algorithm gives the highest accuracy of the classification results with 97.40%, followed by the k-nearest neighbor (KNN) with 95.83% and the support vector machine (SVM) with 83%." @default.
- W4352996598 created "2023-03-23" @default.
- W4352996598 creator A5049905827 @default.
- W4352996598 creator A5050681822 @default.
- W4352996598 creator A5057209123 @default.
- W4352996598 date "2023-01-01" @default.
- W4352996598 modified "2023-09-27" @default.
- W4352996598 title "Enhancement of Morlet Mother Wavelet in Time–Frequency Domain in Electroencephalogram (EEG) Signals for Driver Fatigue Classification" @default.
- W4352996598 cites W2771546113 @default.
- W4352996598 cites W2798670482 @default.
- W4352996598 cites W2836333270 @default.
- W4352996598 cites W2884935442 @default.
- W4352996598 cites W2889453039 @default.
- W4352996598 cites W2894601093 @default.
- W4352996598 cites W2909302325 @default.
- W4352996598 cites W2909972994 @default.
- W4352996598 cites W2915196348 @default.
- W4352996598 cites W2918092040 @default.
- W4352996598 cites W2936427532 @default.
- W4352996598 cites W2951248525 @default.
- W4352996598 cites W2970562883 @default.
- W4352996598 cites W2972480612 @default.
- W4352996598 cites W2977623299 @default.
- W4352996598 cites W2990493161 @default.
- W4352996598 cites W2993557930 @default.
- W4352996598 cites W3043243307 @default.
- W4352996598 cites W3130728323 @default.
- W4352996598 cites W3151715958 @default.
- W4352996598 cites W3215124283 @default.
- W4352996598 doi "https://doi.org/10.1007/978-981-19-8703-8_13" @default.
- W4352996598 hasPublicationYear "2023" @default.
- W4352996598 type Work @default.
- W4352996598 citedByCount "1" @default.
- W4352996598 countsByYear W43529965982023 @default.
- W4352996598 crossrefType "book-chapter" @default.
- W4352996598 hasAuthorship W4352996598A5049905827 @default.
- W4352996598 hasAuthorship W4352996598A5050681822 @default.
- W4352996598 hasAuthorship W4352996598A5057209123 @default.
- W4352996598 hasConcept C103824480 @default.
- W4352996598 hasConcept C118552586 @default.
- W4352996598 hasConcept C12267149 @default.
- W4352996598 hasConcept C127413603 @default.
- W4352996598 hasConcept C142433447 @default.
- W4352996598 hasConcept C153180895 @default.
- W4352996598 hasConcept C154945302 @default.
- W4352996598 hasConcept C15744967 @default.
- W4352996598 hasConcept C19118579 @default.
- W4352996598 hasConcept C196216189 @default.
- W4352996598 hasConcept C2778280487 @default.
- W4352996598 hasConcept C28490314 @default.
- W4352996598 hasConcept C31972630 @default.
- W4352996598 hasConcept C41008148 @default.
- W4352996598 hasConcept C46286280 @default.
- W4352996598 hasConcept C47432892 @default.
- W4352996598 hasConcept C522805319 @default.
- W4352996598 hasConcept C554190296 @default.
- W4352996598 hasConcept C76155785 @default.
- W4352996598 hasConcept C95722684 @default.
- W4352996598 hasConceptScore W4352996598C103824480 @default.
- W4352996598 hasConceptScore W4352996598C118552586 @default.
- W4352996598 hasConceptScore W4352996598C12267149 @default.
- W4352996598 hasConceptScore W4352996598C127413603 @default.
- W4352996598 hasConceptScore W4352996598C142433447 @default.
- W4352996598 hasConceptScore W4352996598C153180895 @default.
- W4352996598 hasConceptScore W4352996598C154945302 @default.
- W4352996598 hasConceptScore W4352996598C15744967 @default.
- W4352996598 hasConceptScore W4352996598C19118579 @default.
- W4352996598 hasConceptScore W4352996598C196216189 @default.
- W4352996598 hasConceptScore W4352996598C2778280487 @default.
- W4352996598 hasConceptScore W4352996598C28490314 @default.
- W4352996598 hasConceptScore W4352996598C31972630 @default.
- W4352996598 hasConceptScore W4352996598C41008148 @default.
- W4352996598 hasConceptScore W4352996598C46286280 @default.
- W4352996598 hasConceptScore W4352996598C47432892 @default.
- W4352996598 hasConceptScore W4352996598C522805319 @default.
- W4352996598 hasConceptScore W4352996598C554190296 @default.
- W4352996598 hasConceptScore W4352996598C76155785 @default.
- W4352996598 hasConceptScore W4352996598C95722684 @default.
- W4352996598 hasLocation W43529965981 @default.
- W4352996598 hasOpenAccess W4352996598 @default.
- W4352996598 hasPrimaryLocation W43529965981 @default.
- W4352996598 hasRelatedWork W1985321735 @default.
- W4352996598 hasRelatedWork W2019547370 @default.
- W4352996598 hasRelatedWork W2030033263 @default.
- W4352996598 hasRelatedWork W2142138839 @default.
- W4352996598 hasRelatedWork W2247956190 @default.
- W4352996598 hasRelatedWork W2356584340 @default.
- W4352996598 hasRelatedWork W2378512141 @default.
- W4352996598 hasRelatedWork W2585412635 @default.
- W4352996598 hasRelatedWork W2991385931 @default.
- W4352996598 hasRelatedWork W4312673809 @default.
- W4352996598 isParatext "false" @default.
- W4352996598 isRetracted "false" @default.
- W4352996598 workType "book-chapter" @default.