{"product_id":"9789811352782","title":"Understanding and Using Rough Set Based Feature Selection: Concepts, Techniques and Applications","description":"\u003ch1\u003eUnderstanding and Using Rough Set Based Feature Selection: Concepts, Techniques and Applications\u003c\/h1\u003e \u003ch2\u003eRaza, Muhammad Summair; Qamar, Usman\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eThe book will provide:\u003c\/p\u003e\n\n\u003cp\u003e1) In depth explanation of rough set theory along with examples of the concepts.\u003c\/p\u003e\n\n\u003cp\u003e2) Detailed discussion on idea of feature selection.\u003c\/p\u003e\n\n3) Details of various representative and state of the art feature selection techniques along with algorithmic explanations.\u003cp\u003e\u003c\/p\u003e\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\u003cp\u003e5) In depth investigation of various application areas using rough set based feature selection.\u003c\/p\u003e\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\u003cp\u003e7) Program files of various representative Feature Selection algorithms along with explanation of each.\u003c\/p\u003eThe 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. \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\u003cp\u003eProviding complexity analysis along with full working programs will further simplify analysis and comparison of algorithms.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2018-12-12\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9789811352782\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-981-10-4965-1\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 194\u003c\/p\u003e ","brand":"Springer Nature Singapore","offers":[{"title":"Default Title","offer_id":47708826992780,"sku":"9789811352782","price":107.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9789811352782.jpg?v=1776783997","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9789811352782","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}