{"product_id":"9780792378150","title":"The Springer International Series in Engineering and Computer Science: Reasoning with Limited Knowledge","description":"\u003ch1\u003eThe Springer International Series in Engineering and Computer Science: Reasoning with Limited Knowledge\u003c\/h1\u003e \u003ch2\u003eMohan, Chilukuri Krishna\u003c\/h2\u003e \u003cp\u003eThe development of modern knowledge-based systems, for  applications ranging from medicine to finance, necessitates going well  beyond traditional rule-based programming. \u003cem\u003eFrontiers of Expert  Systems:\u003c\/em\u003e \u003cem\u003eReasoning with Limited Knowledge\u003c\/em\u003e attempts to satisfy  such a need, introducing exciting and recent advances at the frontiers  of the field of expert systems. \u003cbr\u003e  Beginning with the central topics of logic, uncertainty and rule-based  reasoning, each chapter in the book presents a different perspective  on how we may solve problems that arise due to limitations in the  knowledge of an expert system's reasoner. \u003cbr\u003e  Successive chapters address (i) the fundamentals of knowledge-based  systems, (ii) formal inference, and reasoning about models of a  changing and partially known world, (iii) uncertainty and  probabilistic methods, (iv) the expression of knowledge in rule-based  systems, (v) evolving representations of knowledge as a system  interacts with the environment, (vi) applying connectionist learning  algorithms to improve on knowledge acquired from experts, (vii)  reasoning with cases organized in indexed hierarchies, (viii) the  process of acquiring and inductively learning knowledge, (ix)  extraction of knowledge nuggets from very large data sets, and (x)  interactions between multiple specialized reasoners with specialized  knowledge bases. \u003cbr\u003e  Each chapter takes the reader on a journey from elementary concepts to  topics of active research, providing a concise description of several  topics within and related to the field of expert systems, with  pointers to practical applications and other relevant literature. \u003cbr\u003e  \u003cem\u003eFrontiers of Expert Systems: Reasoning with Limited Knowledge\u003c\/em\u003e is  suitable as a secondary text for a graduate-level course, and as a  reference for researchers and practitioners in industry.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2000-05-31\u003c\/p\u003e \u003cp\u003eFormat: Hardcover\u003c\/p\u003e \u003cp\u003eISBN-13: 9780792378150\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-1-4615-4509-5\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 303\u003c\/p\u003e ","brand":"Springer US","offers":[{"title":"Default Title","offer_id":45578382901388,"sku":"9780792378150","price":152.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9780792378150.jpg?v=1770781942","url":"https:\/\/lateknightbooks.com\/products\/9780792378150","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}