{"product_id":"advances-in-independent-component-analysis-ella-bingham-9780128028063","title":"Advances in Independent Component Analysis and Learning Machines","description":"\u003cp\u003eIn honour of Professor Erkki Oja, one of the pioneers of Independent Component Analysis (ICA), this book reviews key advances in the theory and application of ICA, as well as its influence on signal processing, pattern recognition, machine learning, and data mining. \u003c\/p\u003e \u003cp\u003eExamples of topics which have developed from the advances of ICA, which are covered in the book are: \u003c\/p\u003e \u003cul\u003e \u003cp\u003e \u003c\/p\u003e\n\u003cli\u003eA unifying probabilistic model for PCA and ICA \u003c\/li\u003e \u003cli\u003eOptimization methods for matrix decompositions \u003c\/li\u003e \u003cli\u003eInsights into the FastICA algorithm\u003c\/li\u003e \u003cli\u003eUnsupervised deep learning \u003c\/li\u003e \u003cli\u003eMachine vision and image retrieval \u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Ella Bingham\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0128028068\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780128028063\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Academic Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 04\/23\/2015\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 328\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.85lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.30h x 7.50w x 1.10d","brand":"Ella Bingham","offers":[{"title":"Hardcover","offer_id":48135919141119,"sku":"9780128028063","price":165.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_3d8a3851-3941-4036-a331-141e10b84a62.jpg?v=1770159323","url":"https:\/\/www.whiterainbookhouse.com\/products\/advances-in-independent-component-analysis-ella-bingham-9780128028063","provider":"WR Book House","version":"1.0","type":"link"}