Matches in SemOpenAlex for { <https://semopenalex.org/work/W2059054229> ?p ?o ?g. }
Showing items 1 to 72 of
72
with 100 items per page.
- W2059054229 abstract "In this paper, mel-frequency cepstral coefficient (MFCC) based feature extraction scheme is proposed for the classification of electromyography (EMG) signal into normal and a neuromuscular disease, namely the amyotrophic lateral sclerosis (ALS). Instead of employing the MFCC directly on EMG data, it is employed on the motor unit action potentials (MUAPs) extracted from the EMG signal via template matching based decomposition technique. Unlike conventional MUAP based methods, only one MUAP with maximum dynamic range is selected for MFCC based feature extraction. First few MFCCs corresponding to the selected MUAP are used as the desired feature, which not only reduces computational burden but also offers better feature quality with high within class compactness and between class separation. For the purpose of classification, the K-nearest neighborhood (KNN) classifier is employed. Extensive analysis is performed on clinical EMG database and it is found that the proposed method provides a very satisfactory performance in terms of specificity, sensitivity, and overall classification accuracy." @default.
- W2059054229 created "2016-06-24" @default.
- W2059054229 creator A5044490751 @default.
- W2059054229 creator A5074606314 @default.
- W2059054229 date "2014-04-01" @default.
- W2059054229 modified "2023-09-26" @default.
- W2059054229 title "Neuromuscular disease classification based on mel frequency cepstrum of motor unit action potential" @default.
- W2059054229 cites W1967128670 @default.
- W2059054229 cites W1988739857 @default.
- W2059054229 cites W1992749849 @default.
- W2059054229 cites W2046573360 @default.
- W2059054229 cites W2056933353 @default.
- W2059054229 cites W2105887841 @default.
- W2059054229 cites W2110943775 @default.
- W2059054229 cites W2147855546 @default.
- W2059054229 doi "https://doi.org/10.1109/iceeict.2014.6919167" @default.
- W2059054229 hasPublicationYear "2014" @default.
- W2059054229 type Work @default.
- W2059054229 sameAs 2059054229 @default.
- W2059054229 citedByCount "27" @default.
- W2059054229 countsByYear W20590542292016 @default.
- W2059054229 countsByYear W20590542292017 @default.
- W2059054229 countsByYear W20590542292018 @default.
- W2059054229 countsByYear W20590542292019 @default.
- W2059054229 countsByYear W20590542292020 @default.
- W2059054229 countsByYear W20590542292021 @default.
- W2059054229 countsByYear W20590542292022 @default.
- W2059054229 countsByYear W20590542292023 @default.
- W2059054229 crossrefType "proceedings-article" @default.
- W2059054229 hasAuthorship W2059054229A5044490751 @default.
- W2059054229 hasAuthorship W2059054229A5074606314 @default.
- W2059054229 hasConcept C105702510 @default.
- W2059054229 hasConcept C118552586 @default.
- W2059054229 hasConcept C151989614 @default.
- W2059054229 hasConcept C153180895 @default.
- W2059054229 hasConcept C154945302 @default.
- W2059054229 hasConcept C2777515770 @default.
- W2059054229 hasConcept C2781425072 @default.
- W2059054229 hasConcept C28490314 @default.
- W2059054229 hasConcept C41008148 @default.
- W2059054229 hasConcept C52622490 @default.
- W2059054229 hasConcept C71924100 @default.
- W2059054229 hasConcept C95623464 @default.
- W2059054229 hasConceptScore W2059054229C105702510 @default.
- W2059054229 hasConceptScore W2059054229C118552586 @default.
- W2059054229 hasConceptScore W2059054229C151989614 @default.
- W2059054229 hasConceptScore W2059054229C153180895 @default.
- W2059054229 hasConceptScore W2059054229C154945302 @default.
- W2059054229 hasConceptScore W2059054229C2777515770 @default.
- W2059054229 hasConceptScore W2059054229C2781425072 @default.
- W2059054229 hasConceptScore W2059054229C28490314 @default.
- W2059054229 hasConceptScore W2059054229C41008148 @default.
- W2059054229 hasConceptScore W2059054229C52622490 @default.
- W2059054229 hasConceptScore W2059054229C71924100 @default.
- W2059054229 hasConceptScore W2059054229C95623464 @default.
- W2059054229 hasLocation W20590542291 @default.
- W2059054229 hasOpenAccess W2059054229 @default.
- W2059054229 hasPrimaryLocation W20590542291 @default.
- W2059054229 hasRelatedWork W1964120219 @default.
- W2059054229 hasRelatedWork W2000165426 @default.
- W2059054229 hasRelatedWork W2059054229 @default.
- W2059054229 hasRelatedWork W2144059113 @default.
- W2059054229 hasRelatedWork W2146076056 @default.
- W2059054229 hasRelatedWork W2385132419 @default.
- W2059054229 hasRelatedWork W2563096758 @default.
- W2059054229 hasRelatedWork W2811390910 @default.
- W2059054229 hasRelatedWork W3003836766 @default.
- W2059054229 hasRelatedWork W4377970696 @default.
- W2059054229 isParatext "false" @default.
- W2059054229 isRetracted "false" @default.
- W2059054229 magId "2059054229" @default.
- W2059054229 workType "article" @default.