{"product_id":"brain-seizure-detection-and-classification-varsha-k-harpale-9780323911207","title":"Brain Seizure Detection and Classification Using Eeg Signals","description":"\u003cp\u003e\u003ci\u003eBrain Seizure Detection and Classification Using Electroencephalographic Signals\u003c\/i\u003e presents EEG signal processing and analysis with high performance feature extraction. The book covers the feature selection method based on One-way ANOVA, along with high performance machine learning classifiers for the classification of EEG signals in normal and epileptic EEG signals. In addition, the authors also present new methods of feature extraction, including Singular Spectrum-Empirical Wavelet Transform (SSEWT) for improved classification of seizures in significant seizure-types, specifically epileptic and Non-Epileptic Seizures (NES). The performance of the system is compared with existing methods of feature extraction using Wavelet Transform (WT) and Empirical Wavelet Transform (EWT).\u003c\/p\u003e \u003cp\u003eThe book's objective is to analyze the EEG signals to observe abnormalities of brain activities called epileptic seizure. Seizure is a neurological disorder in which too many neurons are excited at the same time and are triggered by brain injury or by chemical imbalance.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Varsha K. Harpale, Vinayak Bairagi\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 032391120X\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780323911207\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Academic Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 09\/14\/2021\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 176\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.54lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.38d","brand":"Varsha K. Harpale","offers":[{"title":"Paperback","offer_id":46465574502655,"sku":"9780323911207","price":170.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_8d160f8a-7c33-4e33-aefb-3c285ec97af5.jpg?v=1736346651","url":"https:\/\/www.whiterainbookhouse.com\/products\/brain-seizure-detection-and-classification-varsha-k-harpale-9780323911207","provider":"WR Book House","version":"1.0","type":"link"}