{"product_id":"9783030407933","title":"Information Fusion and Data Science: Algorithms and Applications","description":"\u003ch1\u003eInformation Fusion and Data Science: Algorithms and Applications\u003c\/h1\u003e \u003ch2\u003eZhao, Haitao; Lai, Zhihui; Leung, Henry; Zhang, Xianyi\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\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 \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2020-04-04\u003c\/p\u003e \u003cp\u003eFormat: Hardcover\u003c\/p\u003e \u003cp\u003eISBN-13: 9783030407933\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-030-40794-0\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 291\u003c\/p\u003e ","brand":"Springer International Publishing","offers":[{"title":"Default Title","offer_id":46919461306508,"sku":"9783030407933","price":143.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783030407933.jpg?v=1774531664","url":"https:\/\/lateknightbooks.com\/products\/9783030407933","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}