Matches in SemOpenAlex for { <https://semopenalex.org/work/W4308983438> ?p ?o ?g. }
Showing items 1 to 78 of
78
with 100 items per page.
- W4308983438 endingPage "63" @default.
- W4308983438 startingPage "51" @default.
- W4308983438 abstract "Emotion recognition based on biological signals from the brain necessitates sophisticated signal processing and feature extraction techniques. The major purpose of this research is to use the enhanced BiLSTM (E-BiLSTM) approach to improve the effectiveness of emotion identification utilizing brain signals. The approach detects brain activity that has distinct characteristics that vary from person to person. This experiment uses an emotional EEG dataset that is publicly available on Kaggle. The data was collected using an EEG headband with four sensors (AF7, AF8, TP9, TP10), and three possible states were identified, including neutral, positive, and negative, based on cognitive behavioral studies. A big dataset is generated using statistical brainwave extraction of alpha, beta, theta, delta, and gamma, which is then scaled down to smaller datasets using the PCA feature selection technique. Overall accuracy was around 98.12%, which is higher than the present state of the art." @default.
- W4308983438 created "2022-11-20" @default.
- W4308983438 creator A5011846061 @default.
- W4308983438 creator A5063133278 @default.
- W4308983438 creator A5069457985 @default.
- W4308983438 date "2022-09-30" @default.
- W4308983438 modified "2023-09-30" @default.
- W4308983438 title "Enhanced BiLSTM Model for EEG Emotional Data Analysis" @default.
- W4308983438 cites W1980122010 @default.
- W4308983438 cites W2186219277 @default.
- W4308983438 cites W2625929003 @default.
- W4308983438 cites W2800428573 @default.
- W4308983438 cites W2810418809 @default.
- W4308983438 cites W2911220936 @default.
- W4308983438 cites W2944205279 @default.
- W4308983438 cites W2947343305 @default.
- W4308983438 cites W2950162539 @default.
- W4308983438 cites W2975758053 @default.
- W4308983438 cites W3003657198 @default.
- W4308983438 cites W3004735003 @default.
- W4308983438 cites W3098014865 @default.
- W4308983438 cites W3110327404 @default.
- W4308983438 cites W3125908420 @default.
- W4308983438 cites W3186625807 @default.
- W4308983438 doi "https://doi.org/10.4018/978-1-6684-3843-5.ch005" @default.
- W4308983438 hasPublicationYear "2022" @default.
- W4308983438 type Work @default.
- W4308983438 citedByCount "0" @default.
- W4308983438 crossrefType "book-chapter" @default.
- W4308983438 hasAuthorship W4308983438A5011846061 @default.
- W4308983438 hasAuthorship W4308983438A5063133278 @default.
- W4308983438 hasAuthorship W4308983438A5069457985 @default.
- W4308983438 hasConcept C116834253 @default.
- W4308983438 hasConcept C120843803 @default.
- W4308983438 hasConcept C148483581 @default.
- W4308983438 hasConcept C153180895 @default.
- W4308983438 hasConcept C154945302 @default.
- W4308983438 hasConcept C15744967 @default.
- W4308983438 hasConcept C169760540 @default.
- W4308983438 hasConcept C199360897 @default.
- W4308983438 hasConcept C2779843651 @default.
- W4308983438 hasConcept C41008148 @default.
- W4308983438 hasConcept C522805319 @default.
- W4308983438 hasConcept C52622490 @default.
- W4308983438 hasConcept C59822182 @default.
- W4308983438 hasConcept C86803240 @default.
- W4308983438 hasConceptScore W4308983438C116834253 @default.
- W4308983438 hasConceptScore W4308983438C120843803 @default.
- W4308983438 hasConceptScore W4308983438C148483581 @default.
- W4308983438 hasConceptScore W4308983438C153180895 @default.
- W4308983438 hasConceptScore W4308983438C154945302 @default.
- W4308983438 hasConceptScore W4308983438C15744967 @default.
- W4308983438 hasConceptScore W4308983438C169760540 @default.
- W4308983438 hasConceptScore W4308983438C199360897 @default.
- W4308983438 hasConceptScore W4308983438C2779843651 @default.
- W4308983438 hasConceptScore W4308983438C41008148 @default.
- W4308983438 hasConceptScore W4308983438C522805319 @default.
- W4308983438 hasConceptScore W4308983438C52622490 @default.
- W4308983438 hasConceptScore W4308983438C59822182 @default.
- W4308983438 hasConceptScore W4308983438C86803240 @default.
- W4308983438 hasLocation W43089834381 @default.
- W4308983438 hasOpenAccess W4308983438 @default.
- W4308983438 hasPrimaryLocation W43089834381 @default.
- W4308983438 hasRelatedWork W2022684485 @default.
- W4308983438 hasRelatedWork W2131735617 @default.
- W4308983438 hasRelatedWork W2146076056 @default.
- W4308983438 hasRelatedWork W2314710578 @default.
- W4308983438 hasRelatedWork W2592385986 @default.
- W4308983438 hasRelatedWork W2699360047 @default.
- W4308983438 hasRelatedWork W2811390910 @default.
- W4308983438 hasRelatedWork W3185455591 @default.
- W4308983438 hasRelatedWork W4307883119 @default.
- W4308983438 hasRelatedWork W2345184372 @default.
- W4308983438 isParatext "false" @default.
- W4308983438 isRetracted "false" @default.
- W4308983438 workType "book-chapter" @default.