Matches in SemOpenAlex for { <https://semopenalex.org/work/W2910389940> ?p ?o ?g. }
Showing items 1 to 67 of
67
with 100 items per page.
- W2910389940 abstract "Designing a robust classification mechanism with a higher accuracy for Electroencephalogram (EEG) signals is a challenging task. In this paper, a metaheuristic based multi-objective fuzzy modelling mechanism based on the One-Against-One (OAO) strategy has been developed for classification of multiclass steady state visual evoked potential (SSVEP) data. In this work, three different flickering frequencies in 10Hz, 14Hz and 21Hz were used to elicit the SSVEPs. The recorded EEG signals were segmented into 2.5-second long epochs and features were extracted using the Discrete Wavelet Transform (DWT) method. The proposed classification mechanism provides higher classification accuracy compared to baseline classification algorithms based on adaptive neuro fuzzy inference system (ANFIS) and artificial neural networks (ANNs), this is achieved by simultaneously improving two objectives: the prediction accuracy and interpretability of the fuzzy rule-based systems. The results highlight that by searching for both optimal parameters and structure of the classifier, the generalisation capability and interpretability are improved." @default.
- W2910389940 created "2019-01-25" @default.
- W2910389940 creator A5006331026 @default.
- W2910389940 creator A5056813983 @default.
- W2910389940 creator A5062380830 @default.
- W2910389940 creator A5069264601 @default.
- W2910389940 creator A5082857859 @default.
- W2910389940 date "2018-10-01" @default.
- W2910389940 modified "2023-09-25" @default.
- W2910389940 title "Interpretable Fuzzy Rule-Based Systems for Classification of Multi-class EEG Data" @default.
- W2910389940 doi "https://doi.org/10.1109/smc.2018.00715" @default.
- W2910389940 hasPublicationYear "2018" @default.
- W2910389940 type Work @default.
- W2910389940 sameAs 2910389940 @default.
- W2910389940 citedByCount "1" @default.
- W2910389940 countsByYear W29103899402019 @default.
- W2910389940 crossrefType "proceedings-article" @default.
- W2910389940 hasAuthorship W2910389940A5006331026 @default.
- W2910389940 hasAuthorship W2910389940A5056813983 @default.
- W2910389940 hasAuthorship W2910389940A5062380830 @default.
- W2910389940 hasAuthorship W2910389940A5069264601 @default.
- W2910389940 hasAuthorship W2910389940A5082857859 @default.
- W2910389940 hasConcept C118552586 @default.
- W2910389940 hasConcept C119857082 @default.
- W2910389940 hasConcept C153180895 @default.
- W2910389940 hasConcept C154945302 @default.
- W2910389940 hasConcept C15744967 @default.
- W2910389940 hasConcept C186108316 @default.
- W2910389940 hasConcept C195975749 @default.
- W2910389940 hasConcept C2780049643 @default.
- W2910389940 hasConcept C2781067378 @default.
- W2910389940 hasConcept C29470771 @default.
- W2910389940 hasConcept C41008148 @default.
- W2910389940 hasConcept C522805319 @default.
- W2910389940 hasConcept C58166 @default.
- W2910389940 hasConcept C95623464 @default.
- W2910389940 hasConceptScore W2910389940C118552586 @default.
- W2910389940 hasConceptScore W2910389940C119857082 @default.
- W2910389940 hasConceptScore W2910389940C153180895 @default.
- W2910389940 hasConceptScore W2910389940C154945302 @default.
- W2910389940 hasConceptScore W2910389940C15744967 @default.
- W2910389940 hasConceptScore W2910389940C186108316 @default.
- W2910389940 hasConceptScore W2910389940C195975749 @default.
- W2910389940 hasConceptScore W2910389940C2780049643 @default.
- W2910389940 hasConceptScore W2910389940C2781067378 @default.
- W2910389940 hasConceptScore W2910389940C29470771 @default.
- W2910389940 hasConceptScore W2910389940C41008148 @default.
- W2910389940 hasConceptScore W2910389940C522805319 @default.
- W2910389940 hasConceptScore W2910389940C58166 @default.
- W2910389940 hasConceptScore W2910389940C95623464 @default.
- W2910389940 hasLocation W29103899401 @default.
- W2910389940 hasOpenAccess W2910389940 @default.
- W2910389940 hasPrimaryLocation W29103899401 @default.
- W2910389940 hasRelatedWork W2015163790 @default.
- W2910389940 hasRelatedWork W2112818171 @default.
- W2910389940 hasRelatedWork W2797734191 @default.
- W2910389940 hasRelatedWork W2891997909 @default.
- W2910389940 hasRelatedWork W3160000465 @default.
- W2910389940 hasRelatedWork W4206919704 @default.
- W2910389940 hasRelatedWork W4221015625 @default.
- W2910389940 hasRelatedWork W4226245737 @default.
- W2910389940 hasRelatedWork W72769360 @default.
- W2910389940 hasRelatedWork W97212265 @default.
- W2910389940 isParatext "false" @default.
- W2910389940 isRetracted "false" @default.
- W2910389940 magId "2910389940" @default.
- W2910389940 workType "article" @default.