Matches in SemOpenAlex for { <https://semopenalex.org/work/W4313443704> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W4313443704 endingPage "349" @default.
- W4313443704 startingPage "339" @default.
- W4313443704 abstract "Autism is a kind of disorder that impacts the human brain due to which people face some difficulties in interaction and communication with others. The detection and identification of autism at an early stage are a difficult task for researchers. The preprocessing techniques include discrete wavelet transformation (DWT), standard deviation, and mean. DWT helps in preprocessing of the EEG signals, which reduces the noise and decomposes the signals into EEG subbands. In this work, we have discussed various classifiers like SVM, Naïve Bayes, KNN, random forest, decision tree, LSTM, and ANN. These classifiers help to classify the EEG signals into autistic and non-autistic based on the features extracted. When evaluated on the actual dataset obtained from King Abdul-Aziz University(KAU), Saudi Arabia, the techniques produced up to 99.9% encouraging results. This dataset contains 17 subjects, in which there are 4 normal and 13 autistic subjects. We are using the SMOTE technique for data augmentation, which has helped us to improve the performance." @default.
- W4313443704 created "2023-01-06" @default.
- W4313443704 creator A5048089403 @default.
- W4313443704 creator A5077583166 @default.
- W4313443704 date "2023-01-01" @default.
- W4313443704 modified "2023-10-16" @default.
- W4313443704 title "Development of Machine Learning Approaches for Autism Detection Using EEG Data: A Comparative Study" @default.
- W4313443704 cites W1965941434 @default.
- W4313443704 cites W2043596210 @default.
- W4313443704 cites W2090451308 @default.
- W4313443704 cites W2113894235 @default.
- W4313443704 cites W2123948981 @default.
- W4313443704 cites W2128495200 @default.
- W4313443704 cites W2139212933 @default.
- W4313443704 cites W2606228039 @default.
- W4313443704 cites W2756425885 @default.
- W4313443704 cites W2794383999 @default.
- W4313443704 cites W2802719250 @default.
- W4313443704 cites W2899365137 @default.
- W4313443704 cites W2979543333 @default.
- W4313443704 cites W3092502151 @default.
- W4313443704 cites W3177132078 @default.
- W4313443704 cites W3199077697 @default.
- W4313443704 doi "https://doi.org/10.1007/978-981-19-5443-6_25" @default.
- W4313443704 hasPublicationYear "2023" @default.
- W4313443704 type Work @default.
- W4313443704 citedByCount "0" @default.
- W4313443704 crossrefType "book-chapter" @default.
- W4313443704 hasAuthorship W4313443704A5048089403 @default.
- W4313443704 hasAuthorship W4313443704A5077583166 @default.
- W4313443704 hasConcept C104317684 @default.
- W4313443704 hasConcept C10551718 @default.
- W4313443704 hasConcept C116834253 @default.
- W4313443704 hasConcept C118552586 @default.
- W4313443704 hasConcept C119857082 @default.
- W4313443704 hasConcept C12267149 @default.
- W4313443704 hasConcept C138496976 @default.
- W4313443704 hasConcept C153180895 @default.
- W4313443704 hasConcept C154945302 @default.
- W4313443704 hasConcept C15744967 @default.
- W4313443704 hasConcept C169258074 @default.
- W4313443704 hasConcept C185592680 @default.
- W4313443704 hasConcept C196216189 @default.
- W4313443704 hasConcept C204241405 @default.
- W4313443704 hasConcept C205778803 @default.
- W4313443704 hasConcept C2778538070 @default.
- W4313443704 hasConcept C28490314 @default.
- W4313443704 hasConcept C34736171 @default.
- W4313443704 hasConcept C41008148 @default.
- W4313443704 hasConcept C46286280 @default.
- W4313443704 hasConcept C47432892 @default.
- W4313443704 hasConcept C52001869 @default.
- W4313443704 hasConcept C522805319 @default.
- W4313443704 hasConcept C55493867 @default.
- W4313443704 hasConcept C59822182 @default.
- W4313443704 hasConcept C86803240 @default.
- W4313443704 hasConceptScore W4313443704C104317684 @default.
- W4313443704 hasConceptScore W4313443704C10551718 @default.
- W4313443704 hasConceptScore W4313443704C116834253 @default.
- W4313443704 hasConceptScore W4313443704C118552586 @default.
- W4313443704 hasConceptScore W4313443704C119857082 @default.
- W4313443704 hasConceptScore W4313443704C12267149 @default.
- W4313443704 hasConceptScore W4313443704C138496976 @default.
- W4313443704 hasConceptScore W4313443704C153180895 @default.
- W4313443704 hasConceptScore W4313443704C154945302 @default.
- W4313443704 hasConceptScore W4313443704C15744967 @default.
- W4313443704 hasConceptScore W4313443704C169258074 @default.
- W4313443704 hasConceptScore W4313443704C185592680 @default.
- W4313443704 hasConceptScore W4313443704C196216189 @default.
- W4313443704 hasConceptScore W4313443704C204241405 @default.
- W4313443704 hasConceptScore W4313443704C205778803 @default.
- W4313443704 hasConceptScore W4313443704C2778538070 @default.
- W4313443704 hasConceptScore W4313443704C28490314 @default.
- W4313443704 hasConceptScore W4313443704C34736171 @default.
- W4313443704 hasConceptScore W4313443704C41008148 @default.
- W4313443704 hasConceptScore W4313443704C46286280 @default.
- W4313443704 hasConceptScore W4313443704C47432892 @default.
- W4313443704 hasConceptScore W4313443704C52001869 @default.
- W4313443704 hasConceptScore W4313443704C522805319 @default.
- W4313443704 hasConceptScore W4313443704C55493867 @default.
- W4313443704 hasConceptScore W4313443704C59822182 @default.
- W4313443704 hasConceptScore W4313443704C86803240 @default.
- W4313443704 hasLocation W43134437041 @default.
- W4313443704 hasOpenAccess W4313443704 @default.
- W4313443704 hasPrimaryLocation W43134437041 @default.
- W4313443704 hasRelatedWork W2985924212 @default.
- W4313443704 hasRelatedWork W3108448481 @default.
- W4313443704 hasRelatedWork W3168994312 @default.
- W4313443704 hasRelatedWork W3195168932 @default.
- W4313443704 hasRelatedWork W4221021152 @default.
- W4313443704 hasRelatedWork W4312632137 @default.
- W4313443704 hasRelatedWork W4375930479 @default.
- W4313443704 hasRelatedWork W4377964522 @default.
- W4313443704 hasRelatedWork W4381235817 @default.
- W4313443704 hasRelatedWork W4384345534 @default.
- W4313443704 isParatext "false" @default.
- W4313443704 isRetracted "false" @default.
- W4313443704 workType "book-chapter" @default.