FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3195217119> ?p ?o ?g. }

• W3195217119 abstract "In the quest to realize a comprehensive EEG signal processing framework, in this paper, we demonstrate a toolbox and graphic user interface, EEGsig, for the full process of EEG signals. Our goal is to provide a comprehensive suite, free and open-source framework for EEG signal processing where the users especially physicians who do not have programming experience can focus on their practical requirements to speed up the medical projects. Developed on MATLAB software, we have aggregated all the three EEG signal processing steps, including preprocessing, feature extraction, and classification into EEGsig. In addition to a varied list of useful features, in EEGsig, we have implemented three popular classification algorithms (K-NN, SVM, and ANN) to assess the performance of the features. Our experimental results demonstrate that our novel framework for EEG signal processing attained excellent classification results and feature extraction robustness under different machine learning classifier algorithms. Besides, in EEGsig, for selecting the best feature extracted, all EEG signal channels can be visible simultaneously; thus, the effect of each task on the signal can be visible. We believe that our user-centered MATLAB package is an encouraging platform for novice users as well as offering the highest level of control to expert users" @default.
• W3195217119 created "2021-08-30" @default.
• W3195217119 creator A5016723016 @default.
• W3195217119 creator A5031908399 @default.
• W3195217119 creator A5036829312 @default.
• W3195217119 creator A5060318037 @default.
• W3195217119 creator A5078997907 @default.
• W3195217119 creator A5091253761 @default.
• W3195217119 date "2020-10-24" @default.
• W3195217119 modified "2023-10-17" @default.
• W3195217119 title "EEGsig: an open-source machine learning-based toolbox for EEG signal processing." @default.
• W3195217119 cites W1975444318 @default.
• W3195217119 cites W1995875735 @default.
• W3195217119 cites W2005821483 @default.
• W3195217119 cites W2014502281 @default.
• W3195217119 cites W2041329603 @default.
• W3195217119 cites W2046870216 @default.
• W3195217119 cites W2061171222 @default.
• W3195217119 cites W2062931349 @default.
• W3195217119 cites W2068050374 @default.
• W3195217119 cites W2081895431 @default.
• W3195217119 cites W2086498469 @default.
• W3195217119 cites W2089188198 @default.
• W3195217119 cites W2095245818 @default.
• W3195217119 cites W2100409538 @default.
• W3195217119 cites W2106758036 @default.
• W3195217119 cites W2114327899 @default.
• W3195217119 cites W2122069853 @default.
• W3195217119 cites W2123649031 @default.
• W3195217119 cites W2125910575 @default.
• W3195217119 cites W2128495200 @default.
• W3195217119 cites W2131729872 @default.
• W3195217119 cites W2139212933 @default.
• W3195217119 cites W2140190241 @default.
• W3195217119 cites W2166073443 @default.
• W3195217119 cites W2167822639 @default.
• W3195217119 cites W2209296806 @default.
• W3195217119 cites W2528713311 @default.
• W3195217119 cites W2610556153 @default.
• W3195217119 cites W2735388176 @default.
• W3195217119 cites W2765275511 @default.
• W3195217119 cites W2811383772 @default.
• W3195217119 cites W2892769704 @default.
• W3195217119 cites W2935468543 @default.
• W3195217119 cites W3010431601 @default.
• W3195217119 cites W3093726891 @default.
• W3195217119 cites W3152205189 @default.
• W3195217119 cites W3193477162 @default.
• W3195217119 hasPublicationYear "2020" @default.
• W3195217119 type Work @default.
• W3195217119 sameAs 3195217119 @default.
• W3195217119 citedByCount "2" @default.
• W3195217119 countsByYear W31952171192021 @default.
• W3195217119 crossrefType "posted-content" @default.
• W3195217119 hasAuthorship W3195217119A5016723016 @default.
• W3195217119 hasAuthorship W3195217119A5031908399 @default.
• W3195217119 hasAuthorship W3195217119A5036829312 @default.
• W3195217119 hasAuthorship W3195217119A5060318037 @default.
• W3195217119 hasAuthorship W3195217119A5078997907 @default.
• W3195217119 hasAuthorship W3195217119A5091253761 @default.
• W3195217119 hasConcept C104267543 @default.
• W3195217119 hasConcept C104317684 @default.
• W3195217119 hasConcept C111919701 @default.
• W3195217119 hasConcept C118552586 @default.
• W3195217119 hasConcept C119857082 @default.
• W3195217119 hasConcept C153180895 @default.
• W3195217119 hasConcept C154945302 @default.
• W3195217119 hasConcept C15744967 @default.
• W3195217119 hasConcept C166957645 @default.
• W3195217119 hasConcept C185592680 @default.
• W3195217119 hasConcept C199360897 @default.
• W3195217119 hasConcept C2777655017 @default.
• W3195217119 hasConcept C2780365114 @default.
• W3195217119 hasConcept C34736171 @default.
• W3195217119 hasConcept C41008148 @default.
• W3195217119 hasConcept C522805319 @default.
• W3195217119 hasConcept C52622490 @default.
• W3195217119 hasConcept C55493867 @default.
• W3195217119 hasConcept C63479239 @default.
• W3195217119 hasConcept C79581498 @default.
• W3195217119 hasConcept C84462506 @default.
• W3195217119 hasConcept C9390403 @default.
• W3195217119 hasConcept C95457728 @default.
• W3195217119 hasConceptScore W3195217119C104267543 @default.
• W3195217119 hasConceptScore W3195217119C104317684 @default.
• W3195217119 hasConceptScore W3195217119C111919701 @default.
• W3195217119 hasConceptScore W3195217119C118552586 @default.
• W3195217119 hasConceptScore W3195217119C119857082 @default.
• W3195217119 hasConceptScore W3195217119C153180895 @default.
• W3195217119 hasConceptScore W3195217119C154945302 @default.
• W3195217119 hasConceptScore W3195217119C15744967 @default.
• W3195217119 hasConceptScore W3195217119C166957645 @default.
• W3195217119 hasConceptScore W3195217119C185592680 @default.
• W3195217119 hasConceptScore W3195217119C199360897 @default.
• W3195217119 hasConceptScore W3195217119C2777655017 @default.
• W3195217119 hasConceptScore W3195217119C2780365114 @default.
• W3195217119 hasConceptScore W3195217119C34736171 @default.
• W3195217119 hasConceptScore W3195217119C41008148 @default.
• W3195217119 hasConceptScore W3195217119C522805319 @default.
• W3195217119 hasConceptScore W3195217119C52622490 @default.

• next