{"product_id":"understanding-and-using-rough-set-based-feature-selection-concepts-techniques-and-applications","title":"Understanding and Using Rough Set Based Feature Selection: Concepts, Techniques and Applications","description":"\n                                \n                \u003cp\u003eThe book will provide:\u003c\/p\u003e\n                                \n                \n                \u003cp\u003e1) In depth explanation of rough set theory along with examples of the concepts.\u003c\/p\u003e\n                                \n                \n                \u003cp\u003e2) Detailed discussion on idea of feature selection.\u003c\/p\u003e\n                                3) Details of various representative and state of the art feature selection techniques along with algorithmic explanations.\n                \n                \u003cp\u003e\u003c\/p\u003e\n                                \n                \n                \u003cp\u003e4) Critical review of state of the art rough set based feature selection methods covering strength and weaknesses of each.\u003c\/p\u003e\n                                \n                \n                \u003cp\u003e5) In depth investigation of various application areas using rough set based feature selection.\u003c\/p\u003e\n                                \n                \n                \u003cp\u003e6) Complete Library of Rough Set APIs along with complexity analysis and detailed manual of using APIs\u003c\/p\u003e\n                                \n                \n                \u003cp\u003e7) Program files of various representative Feature Selection algorithms along with explanation of each.\u003c\/p\u003e\n                                The book will be a complete and self-sufficient source both for primary and secondary audience. Starting from basic concepts to state-of-the art implementation, it will be a constant source of help both for practitioners and researchers. \n                \n                \u003cp\u003eBook will provide in-depth explanation of concepts supplemented with working examples to help in practical implementation. As far as practical implementation is concerned, the researcher\/practitioner can fully concentrate on his\/her own work without any concern towards implementation of basic RST functionality. \u003c\/p\u003e\n                                \n                \n                \u003cp\u003eProviding complexity analysis along with full working programs will further simplify analysis and comparison of algorithms.\u003c\/p\u003e\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9789811352782\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9789811352782","offer_id":39454893768797,"sku":"9789811352782","price":117.69,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/952d5885-a5d4-44d0-9298-8c1a9e20375e.jpg?v=1775889771","url":"https:\/\/shop.autorenwelt.de\/en\/products\/understanding-and-using-rough-set-based-feature-selection-concepts-techniques-and-applications","provider":"Autorenwelt Shop","version":"1.0","type":"link"}