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Inside Case-Based Reasoning

Inside Case-Based Reasoning
Author: Christopher K. Riesbeck
Publisher: Psychology Press
Total Pages: 440
Release: 2013-05-13
Genre: Psychology
ISBN: 1134930097

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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

Inside Case-based Explanation
Author: Roger C. Schank
Publisher: Psychology Press
Total Pages: 442
Release: 1994
Genre: Computers
ISBN: 9780805810295

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First Published in 1994. Routledge is an imprint of Taylor & Francis, an informa company.


Inside Case-Based Reasoning

Inside Case-Based Reasoning
Author: Christopher K. Riesbeck
Publisher: Psychology Press
Total Pages: 449
Release: 2013-05-13
Genre: Psychology
ISBN: 113493002X

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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.


Case-based Reasoning

Case-based Reasoning
Author: Janet L. Kolodner
Publisher: Morgan Kaufmann
Total Pages: 512
Release: 1988
Genre: Computers
ISBN:

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Soft Computing in Case Based Reasoning

Soft Computing in Case Based Reasoning
Author: Sankar Kumar Pal
Publisher: Springer Science & Business Media
Total Pages: 380
Release: 2012-12-06
Genre: Computers
ISBN: 1447106873

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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.


Case-based Reasoning

Case-based Reasoning
Author: David B. Leake
Publisher:
Total Pages: 446
Release: 1996
Genre: Computers
ISBN:

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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.


Case-Based Reasoning

Case-Based Reasoning
Author: Michael M. Richter
Publisher: Springer Science & Business Media
Total Pages: 550
Release: 2013-10-31
Genre: Computers
ISBN: 3642401678

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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 Reasoning in Design

Case-Based Reasoning in Design
Author: Mary Lou Maher
Publisher: Psychology Press
Total Pages: 261
Release: 2014-02-25
Genre: Psychology
ISBN: 1317779754

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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

Case-Based Approximate Reasoning
Author: Eyke Hüllermeier
Publisher: Springer Science & Business Media
Total Pages: 384
Release: 2007-03-20
Genre: Computers
ISBN: 1402056958

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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

Applying Case-Based Reasoning
Author: Ian Watson
Publisher: Morgan Kaufmann
Total Pages: 318
Release: 1997-07
Genre: Computers
ISBN:

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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.