{"product_id":"knowledge-processing-with-interval-and-soft-computing-9781848003255","title":"Knowledge Processing with Interval and Soft Computing","description":"\u003cp\u003e • Author(s): Chenyi Hu\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: Information Technology\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eMassive datasets, made available today by modern technologies, present a significant challenge to scientists who need to effectively and efficiently extract relevant knowledge and information. \u003c\/p\u003e \u003cp\u003eDue to their ability to model uncertainty, interval and soft computing techniques have been found to be effective in this extraction. This book provides coverage of the basic theoretical foundations for applying these techniques to artificial intelligence and knowledge processing. \u003c\/p\u003e \u003cp\u003eThe first three chapters provide the background needed for those who are unfamiliar with interval and soft computing techniques. The following chapters describe innovative algorithms and their applications to knowledge processing.\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003eIn particular, these chapters cover computing techniques for interval linear systems of equations, interval matrix singular-value decomposition, interval function approximation, and decision making with statistical and graph-based data processing. To enable these applications, the book presents a standards-based object-oriented interval computing environment in C++. \u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003eBy providing the necessary background and summarizing recent results and successful applications, this self-contained book will serve as a useful resource for researchers and practitioners wanting to learn interval and soft computing techniques and apply them to artificial intelligence and knowledge processing.\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Hardcover","offer_id":45274704904343,"sku":"9781848003255","price":7277.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781848003255.webp?v=1769280717","url":"https:\/\/atlanticbooks.com\/products\/knowledge-processing-with-interval-and-soft-computing-9781848003255","provider":"Atlantic Books","version":"1.0","type":"link"}