{"product_id":"eeg-brain-signal-classification-for-sandeep-kumar-satapathy-9780128174265","title":"Eeg Brain Signal Classification for Epileptic Seizure Disorder Detection","description":"\u003cp\u003e\u003ci\u003eEEG Brain Signal Classification for Epileptic Seizure Disorder Detection\u003c\/i\u003e provides the knowledge necessary to classify EEG brain signals to detect epileptic seizures using machine learning techniques. Chapters present an overview of machine learning techniques and the tools available, discuss previous studies, present empirical studies on the performance of the NN and SVM classifiers, discuss RBF neural networks trained with an improved PSO algorithm for epilepsy identification, and cover ABC algorithm optimized RBFNN for classification of EEG signal. Final chapter present future developments in the field.\u003c\/p\u003e \u003cp\u003eThis book is a valuable source for bioinformaticians, medical doctors and other members of the biomedical field who need the most recent and promising automated techniques for EEG classification.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Sandeep Kumar Satapathy,Satchidananda Dehuri,Alok Kumar Jagadev\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0128174269\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780128174265\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Academic Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 02\/14\/2019\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 134\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.42lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.29d","brand":"Sandeep Kumar Satapathy","offers":[{"title":"Paperback","offer_id":48086377201919,"sku":"9780128174265","price":110.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_347f7bc6-4efb-4e12-a19c-edee1977257b.jpg?v=1769094343","url":"https:\/\/www.whiterainbookhouse.com\/products\/eeg-brain-signal-classification-for-sandeep-kumar-satapathy-9780128174265","provider":"WR Book House","version":"1.0","type":"link"}