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Author : Janet L. Kolodner
Publisher : Morgan Kaufmann
ISBN 13 :
Total Pages : 512 pages
Book Rating : 4.42/5 ( download)
Download or read book Case-based Reasoning written by Janet L. Kolodner and published by Morgan Kaufmann. This book was released on 1988 with total page 512 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Michael M. Richter
Publisher : Springer Science & Business Media
ISBN 13 : 3642401678
Total Pages : 550 pages
Book Rating : 4.71/5 ( download)
Download or read book Case-Based Reasoning written by Michael M. Richter and published by Springer Science & Business Media. This book was released on 2013-10-31 with total page 550 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents case-based reasoning in a systematic approach with two goals: to present rigorous and formally valid structures for precise case-based reasoning, and to demonstrate the range of techniques, methods, and tools available for many applications.
Author : Christopher K. Riesbeck
Publisher : Psychology Press
ISBN 13 : 1134930097
Total Pages : 440 pages
Book Rating : 4.98/5 ( download)
Download or read book Inside Case-Based Reasoning written by Christopher K. Riesbeck and published by Psychology Press. This book was released on 2013-05-13 with total page 440 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introducing issues in dynamic memory and case-based reasoning, this comprehensive volume presents extended descriptions of four major programming efforts conducted at Yale during the past several years. Each descriptive chapter is followed by a companion chapter containing the micro program version of the information. The authors emphasize that the only true way to learn and understand any AI program is to program it yourself. To this end, the book develops a deeper and richer understanding of the content through LISP programming instructions that allow the running, modification, and extension of the micro programs developed by the authors.
Author : David B. Leake
Publisher :
ISBN 13 :
Total Pages : 446 pages
Book Rating : 4.23/5 ( download)
Download or read book Case-based Reasoning written by David B. Leake and published by . This book was released on 1996 with total page 446 pages. Available in PDF, EPUB and Kindle. Book excerpt: It also presents lessons learned about how to design CBR systems and how to apply them to real-world problems. The final chapters include a perspective on the state of the field and the most important directions for future impact.
Author : Eyke Hüllermeier
Publisher : Springer Science & Business Media
ISBN 13 : 1402056958
Total Pages : 384 pages
Book Rating : 4.56/5 ( download)
Download or read book Case-Based Approximate Reasoning written by Eyke Hüllermeier and published by Springer Science & Business Media. This book was released on 2007-03-20 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: Making use of different frameworks of approximate reasoning and reasoning under uncertainty, notably probabilistic and fuzzy set-based techniques, this book develops formal models of the above inference principle, which is fundamental to CBR. The case-based approximate reasoning methods thus obtained especially emphasize the heuristic nature of case-based inference and aspects of uncertainty in CBR.
Author : Roger C. Schank
Publisher : Psychology Press
ISBN 13 : 9780805810295
Total Pages : 442 pages
Book Rating : 4.93/5 ( download)
Download or read book Inside Case-based Explanation written by Roger C. Schank and published by Psychology Press. This book was released on 1994 with total page 442 pages. Available in PDF, EPUB and Kindle. Book excerpt: First Published in 1994. Routledge is an imprint of Taylor & Francis, an informa company.
Author : Beatriz López
Publisher : Morgan & Claypool Publishers
ISBN 13 : 1627050078
Total Pages : 106 pages
Book Rating : 4.74/5 ( download)
Download or read book Case-based Reasoning written by Beatriz López and published by Morgan & Claypool Publishers. This book was released on 2013 with total page 106 pages. Available in PDF, EPUB and Kindle. Book excerpt: Case-based reasoning is a methodology with a long tradition in artificial intelligence that brings together reasoning and machine learning techniques to solve problems based on past experiences or cases. Given a problem to be solved, reasoning involves the use of methods to retrieve similar past cases in order to reuse their solution for the problem at hand. Once the problem has been solved, learning methods can be applied to improve the knowledge based on past experiences. In spite of being a broad methodology applied in industry and services, case-based reasoning has often been forgotten in both artificial intelligence and machine learning books. The aim of this book is to present a concise introduction to case-based reasoning providing the essential building blocks for the designing of case-based reasoning systems, as well as to bring together the main research lines in this field to encourage students to solve current CBR challenges.
Author : Ian Watson
Publisher : Morgan Kaufmann
ISBN 13 :
Total Pages : 318 pages
Book Rating : 4.75/5 ( download)
Download or read book Applying Case-Based Reasoning written by Ian Watson and published by Morgan Kaufmann. This book was released on 1997-07 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explains the principles of CBR by describing its origin and contrasting it with familiar information disciplines such as traditional data processing, logic programming, rule-based expert systems, and object-oriented programming. Through case studies and step-by-step examples, this book shows programmers and software managers how to design and implement a reliable, robust CBR system in a real-world environment.
Author : Mary Lou Maher
Publisher : Psychology Press
ISBN 13 : 1317779754
Total Pages : 261 pages
Book Rating : 4.59/5 ( download)
Download or read book Case-Based Reasoning in Design written by Mary Lou Maher and published by Psychology Press. This book was released on 2014-02-25 with total page 261 pages. Available in PDF, EPUB and Kindle. Book excerpt: Case-based reasoning in design is becoming an important approach to computer-support for design as well as an important component in understanding the design process. Design has become a major focus for problem solving paradigms due to its complexity and open-ended nature. This book presents a clear description of how case-based reasoning can be applied to design problems, including the representation of design cases, indexing and retrieving design cases, and the range of paradigms for adapting design cases. With a focus on design, this book differs from others that provide a generalist view of case-based reasoning. This volume provides two important contributions to the area: * a general description of the issues and alternatives in applying case-based reasoning to design, and * a description of specific implementations of case-based design. Through this combination, the reader will learn about both the general issues and the practical problems in supporting design through case-based reasoning. This book was prepared to fill a gap in the literature on the unique problems that design introduces to computational paradigms developed in computer science. It also addresses the needs of computational support for design problem solving from both theoretical and practical perspectives.
Author : Sankar Kumar Pal
Publisher : Springer Science & Business Media
ISBN 13 : 1447106873
Total Pages : 380 pages
Book Rating : 4.76/5 ( download)
Download or read book Soft Computing in Case Based Reasoning written by Sankar Kumar Pal and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text demonstrates how various soft computing tools can be applied to design and develop methodologies and systems with case based reasoning, that is, for real-life decision-making or recognition problems. Comprising contributions from experts, it introduces the basic concepts and theories, and includes many reports on real-life applications. This book is of interest to graduate students and researchers in computer science, electrical engineering and information technology, as well as researchers and practitioners from the fields of systems design, pattern recognition and data mining.
