{"product_id":"9789811352782","title":"Understanding and Using Rough Set Based Feature Selection: Concepts, Techniques and Applications","description":"\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\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003ePublication Year: \u003c\/strong\u003e2017\u003cbr\u003e\u003cstrong\u003eImprint: \u003c\/strong\u003eSpringer Singapore\u003cbr\u003e\u003cstrong\u003e\u003c\/strong\u003eFormat: P\u003cbr\u003e\u003cstrong\u003e\u003c\/strong\u003eWeight (Gram): 326\u003cbr\u003e\u003cstrong\u003e\u003c\/strong\u003e\u003cbr\u003e\u003cstrong\u003e\u003c\/strong\u003e\u003cbr\u003e\u003cstrong\u003e\u003c\/strong\u003e\u003cbr\u003e\u003cstrong\u003e\u003c\/strong\u003e\u003cbr\u003e\u003cstrong\u003e\u003c\/strong\u003e\u003cbr\u003e\u003cstrong\u003e\u003c\/strong\u003e\u003c\/p\u003e","brand":"Muhammad Summair Raza","offers":[{"title":"Default Title","offer_id":41269856239794,"sku":"9789811352782","price":171.59,"currency_code":"SGD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0502\/5382\/4178\/products\/981135278X.01_SCLZZZZZZZ.jpg?v=1636074674","url":"https:\/\/readabook.store\/products\/9789811352782","provider":"READABOOK BY ALKEM","version":"1.0","type":"link"}