{"product_id":"feature-selection-for-high-dimensional-data-von-veronica-bolon-canedo-noelia-sanchez-marono-amparo-alonso-betanzos","title":"Feature Selection for High-Dimensional Data","description":"\n                                \n                \u003cp\u003eThis book offers a coherent and comprehensive approach to feature subset selection in the scope of classification problems, explaining the foundations, real application problems and the challenges of feature selection for high-dimensional data.\u003c\/p\u003e\n                                \n                \u003cp\u003eThe authors first focus on the analysis and synthesis of feature selection algorithms, presenting a comprehensive review of basic concepts and experimental results of the most well-known algorithms. \u003c\/p\u003e\n                                \n                \u003cp\u003eThey then address different real scenarios with high-dimensional data, showing the use of feature selection algorithms in different contexts with different requirements and information: microarray data, intrusion detection, tear film lipid layer classification and cost-based features. The book then delves into the scenario of big dimension, paying attention to important problems under high-dimensional spaces, such as scalability, distributed processing and real-time processing, scenarios that open up new and interesting challenges for researchers.\u003c\/p\u003e\n                                \n                \u003cp\u003eThe book is useful for practitioners, researchers and graduate students in the areas of machine learning and data mining.\u003c\/p\u003e\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783319218571\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783319366432\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Hardcover - 9783319218571","offer_id":40604320858205,"sku":"9783319218571","price":53.49,"currency_code":"EUR","in_stock":true},{"title":"Softcover - 9783319366432","offer_id":39420320350301,"sku":"9783319366432","price":53.49,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/20d370ac-25fc-42b8-8dd0-408cb6a1bb82.jpg?v=1773984564","url":"https:\/\/shop.autorenwelt.de\/products\/feature-selection-for-high-dimensional-data-von-veronica-bolon-canedo-noelia-sanchez-marono-amparo-alonso-betanzos","provider":"Autorenwelt Shop","version":"1.0","type":"link"}