{"product_id":"feature-learning-and-understanding-algorithms-and-applications-von-zhihui-lai-henry-leung-xianyi-zhang-haitao-zhao","title":"Feature Learning and Understanding","description":"\n                                \n                \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\n                                \n                \u003cbr\u003e\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783030407933\"\u003e\u003ch3\u003eAlgorithms and Applications\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783030407964\"\u003e\u003ch3\u003eAlgorithms and Applications\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Hardcover - 9783030407933","offer_id":32224555532381,"sku":"9783030407933","price":149.79,"currency_code":"EUR","in_stock":true},{"title":"Softcover - 9783030407964","offer_id":39424360743005,"sku":"9783030407964","price":149.79,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/e8553cb8-3477-419e-a17b-b3f149973644.jpg?v=1773984448","url":"https:\/\/shop.autorenwelt.de\/products\/feature-learning-and-understanding-algorithms-and-applications-von-zhihui-lai-henry-leung-xianyi-zhang-haitao-zhao","provider":"Autorenwelt Shop","version":"1.0","type":"link"}