{"product_id":"feature-learning-and-understanding-haitao-zhao-9783030407933","title":"Feature Learning and Understanding: Algorithms and Applications","description":"\u003cp\u003eThis book covers the essential concepts and strategies within traditional and cutting-edge feature learning methods thru both theoretical analysis and case studies. Good features give good models and it is usually not classifiers but features that determine the effectiveness of a model. In this book, readers can find not only traditional feature learning methods, such as principal component analysis, linear discriminant analysis, and geometrical-structure-based methods, but also advanced feature learning methods, such as sparse learning, low-rank decomposition, tensor-based feature extraction, and deep-learning-based feature learning. Each feature learning method has its own dedicated chapter that explains how it is theoretically derived and shows how it is implemented for real-world applications. Detailed illustrated figures are included for better understanding. This book can be used by students, researchers, and engineers looking for a reference guide for popular methods of feature learning and machine intelligence.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Haitao Zhao, Zhihui Lai, Henry Leung\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 3030407934\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783030407933\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 04\/04\/2020\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 291\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.34lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.75d","brand":"Haitao Zhao","offers":[{"title":"Hardcover","offer_id":44073527017727,"sku":"9783030407933","price":159.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_d524be24-bd24-4d66-bdc3-184d3e9740c0.jpg?v=1685448343","url":"https:\/\/www.whiterainbookhouse.com\/products\/feature-learning-and-understanding-haitao-zhao-9783030407933","provider":"WR Book House","version":"1.0","type":"link"}