{"product_id":"9789812873194","title":"SpringerBriefs in Applied Sciences and Technology","description":"\u003ch1\u003eSpringerBriefs in Applied Sciences and Technology\u003c\/h1\u003e \u003ch2\u003eMokhlesabadifarahani, Bita; Gunjan, Vinit Kumar\u003c\/h2\u003e \u003cp\u003eNeuro-muscular and musculoskeletal disorders and injuries highly affect the life style and the motion abilities of an individual. This brief highlights a systematic method for detection of the level of muscle power declining in musculoskeletal and Neuro-muscular disorders. The neuro-fuzzy system is trained with 70 percent of the recorded Electromyography (EMG) cut off window and then used for classification and modeling purposes. The neuro-fuzzy classifier is validated in comparison to some other well-known classifiers in classification of the recorded EMG signals with the three states of contractions corresponding to the extracted features. Different structures of the neuro-fuzzy classifier are also comparatively analyzed to find the optimum structure of the classifier used.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2015-03-11\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9789812873194\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-981-287-320-0\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 35\u003c\/p\u003e ","brand":"Springer Nature Singapore","offers":[{"title":"Default Title","offer_id":47397764726924,"sku":"9789812873194","price":49.49,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9789812873194.jpg?v=1775775377","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9789812873194","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}