Inside Case Based Reasoning
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Inside Case Based Reasoning
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Author : Christopher K. Riesbeck
language : en
Publisher: Psychology Press
Release Date : 2013-05-13
Inside Case Based Reasoning written by Christopher K. Riesbeck and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-05-13 with Psychology categories.
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.
Inside Case Based Explanation
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Author : Roger C. Schank
language : en
Publisher: Psychology Press
Release Date : 1994
Inside Case Based Explanation written by Roger C. Schank and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Computers categories.
First Published in 1994. Routledge is an imprint of Taylor & Francis, an informa company.
Case Based Reasoning
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Author : Michael M. Richter
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-10-31
Case Based Reasoning written by Michael M. Richter and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-10-31 with Computers categories.
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.
Case Based Learning
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Author : Janet L. Kolodner
language : en
Publisher: Springer Science & Business Media
Release Date : 1993-04-30
Case Based Learning written by Janet L. Kolodner and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993-04-30 with Computers categories.
Case-based reasoning means reasoning based on remembering previous experiences. A reasoner using old experiences (cases) might use those cases to suggest solutions to problems, to point out potential problems with a solution being computed, to interpret a new situation and make predictions about what might happen, or to create arguments justifying some conclusion. A case-based reasoner solves new problems by remembering old situations and adapting their solutions. It interprets new situations by remembering old similar situations and comparing and contrasting the new one to old ones to see where it fits best. Case-based reasoning combines reasoning with learning. It spans the whole reasoning cycle. A situation is experienced. Old situations are used to understand it. Old situations are used to solve a problem (if there is one to be solved). Then the new situation is inserted into memory alongside the cases it used for reasoning, to be used another time. The key to this reasoning method, then, is remembering. Remembering has two parts: integrating cases or experiences into memory when they happen and recalling them in appropriate situations later on. The case-based reasoning community calls this related set of issues the indexing problem. In broad terms, it means finding in memory the experience closest to a new situation. In narrower terms, it can be described as a two-part problem: assigning indexes or labels to experiences when they are put into memory that describe the situations to which they are applicable, so that they can be recalled later; and at recall time, elaborating the new situation in enough detail so that the indexes it would have if it were in the memory are identified. Case-Based Learning is an edited volume of original research comprising invited contributions by leading workers. This work has also been published as a special issues of MACHINE LEARNING, Volume 10, No. 3.
Case Based Reasoning
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Author : Janet L. Kolodner
language : en
Publisher: Morgan Kaufmann
Release Date : 1988
Case Based Reasoning written by Janet L. Kolodner and has been published by Morgan Kaufmann this book supported file pdf, txt, epub, kindle and other format this book has been release on 1988 with Computers categories.
Case Based Reasoning In Design
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Author : Mary Lou Maher
language : en
Publisher: Psychology Press
Release Date : 2014-02-25
Case Based Reasoning In Design written by Mary Lou Maher and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-02-25 with Psychology categories.
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.
Case Based Approximate Reasoning
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Author : Eyke Hüllermeier
language : en
Publisher: Springer Science & Business Media
Release Date : 2007-03-20
Case Based Approximate Reasoning written by Eyke Hüllermeier and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-03-20 with Computers categories.
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.
Applying Case Based Reasoning
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Author : Ian Watson
language : en
Publisher: Morgan Kaufmann
Release Date : 1997-07
Applying Case Based Reasoning written by Ian Watson and has been published by Morgan Kaufmann this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997-07 with Computers categories.
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.
Soft Computing In Case Based Reasoning
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Author : Sankar Kumar Pal
language : en
Publisher: Springer
Release Date : 2001
Soft Computing In Case Based Reasoning written by Sankar Kumar Pal and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Computers categories.
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.