Inside Case Based Reasoning

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Inside Case-Based Reasoning

Author : Christopher K. Riesbeck
Publisher : Psychology Press
ISBN 13 : 113493002X
Total Pages : 449 pages
Book Rating : 4.1/5 (349 download)

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Book Synopsis Inside Case-Based Reasoning by : Christopher K. Riesbeck

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 449 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.

Case-Based Reasoning

Author : Janet Kolodner
Publisher : Morgan Kaufmann
ISBN 13 : 1483294498
Total Pages : 687 pages
Book Rating : 4.4/5 (832 download)

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Book Synopsis Case-Based Reasoning by : Janet Kolodner

Download or read book Case-Based Reasoning written by Janet Kolodner and published by Morgan Kaufmann. This book was released on 2014-06-28 with total page 687 pages. Available in PDF, EPUB and Kindle. Book excerpt: Case-based reasoning is one of the fastest growing areas in the field of knowledge-based systems and this book, authored by a leader in the field, is the first comprehensive text on the subject. Case-based reasoning systems are systems that store information about situations in their memory. As new problems arise, similar situations are searched out to help solve these problems. Problems are understood and inferences are made by finding the closest cases in memory, comparing and contrasting the problem with those cases, making inferences based on those comparisons, and asking questions when inferences can't be made. This book presents the state of the art in case-based reasoning. The author synthesizes and analyzes a broad range of approaches, with special emphasis on applying case-based reasoning to complex real-world problem-solving tasks such as medical diagnosis, design, conflict resolution, and planning. The author's approach combines cognitive science and engineering, and is based on analysis of both expert and common-sense tasks. Guidelines for building case-based expert systems are provided, such as how to represent knowledge in cases, how to index cases for accessibility, how to implement retrieval processes for efficiency, and how to adapt old solutions to fit new situations. This book is an excellent text for courses and tutorials on case-based reasoning. It is also a useful resource for computer professionals and cognitive scientists interested in learning more about this fast-growing field.

Case-based Reasoning

Author : David B. Leake
Publisher :
ISBN 13 :
Total Pages : 446 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Case-based Reasoning by : David B. Leake

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.

Applying Case-Based Reasoning

Author : Ian Watson
Publisher : Morgan Kaufmann
ISBN 13 :
Total Pages : 318 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Applying Case-Based Reasoning by : Ian Watson

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.

Case-Based Learning

Author : Janet L. Kolodner
Publisher : Springer Science & Business Media
ISBN 13 : 9780792393436
Total Pages : 186 pages
Book Rating : 4.3/5 (934 download)

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Book Synopsis Case-Based Learning by : Janet L. Kolodner

Download or read book Case-Based Learning written by Janet L. Kolodner and published by Springer Science & Business Media. This book was released on 1993-04-30 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Soft Computing in Case Based Reasoning

Author : Sankar Kumar Pal
Publisher : Springer Science & Business Media
ISBN 13 : 1447106873
Total Pages : 380 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Soft Computing in Case Based Reasoning by : Sankar Kumar Pal

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.

Case-Based Reasoning in Design

Author : Mary Lou Maher
Publisher : Psychology Press
ISBN 13 : 1317779754
Total Pages : 261 pages
Book Rating : 4.3/5 (177 download)

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Book Synopsis Case-Based Reasoning in Design by : Mary Lou Maher

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.

Case-Based Reasoning

Author : Michael M. Richter
Publisher : Springer Science & Business Media
ISBN 13 : 3642401678
Total Pages : 550 pages
Book Rating : 4.6/5 (424 download)

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Book Synopsis Case-Based Reasoning by : Michael M. Richter

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.

Case-Based Approximate Reasoning

Author : Eyke Hüllermeier
Publisher : Springer Science & Business Media
ISBN 13 : 1402056958
Total Pages : 384 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Case-Based Approximate Reasoning by : Eyke Hüllermeier

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.

Principles and Practice of Case-based Clinical Reasoning Education

Author : Olle ten Cate
Publisher : Springer
ISBN 13 : 3319648284
Total Pages : 208 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Principles and Practice of Case-based Clinical Reasoning Education by : Olle ten Cate

Download or read book Principles and Practice of Case-based Clinical Reasoning Education written by Olle ten Cate and published by Springer. This book was released on 2017-11-06 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is open access under a CC BY 4.0 license. This volume describes and explains the educational method of Case-Based Clinical Reasoning (CBCR) used successfully in medical schools to prepare students to think like doctors before they enter the clinical arena and become engaged in patient care. Although this approach poses the paradoxical problem of a lack of clinical experience that is so essential for building proficiency in clinical reasoning, CBCR is built on the premise that solving clinical problems involves the ability to reason about disease processes. This requires knowledge of anatomy and the working and pathology of organ systems, as well as the ability to regard patient problems as patterns and compare them with instances of illness scripts of patients the clinician has seen in the past and stored in memory. CBCR stimulates the development of early, rudimentary illness scripts through elaboration and systematic discussion of the courses of action from the initial presentation of the patient to the final steps of clinical management. The book combines general backgrounds of clinical reasoning education and assessment with a detailed elaboration of the CBCR method for application in any medical curriculum, either as a mandatory or as an elective course. It consists of three parts: a general introduction to clinical reasoning education, application of the CBCR method, and cases that can used by educators to try out this method.

Precedents and Case-Based Reasoning in the European Court of Justice

Author : Marc Jacob
Publisher : Cambridge University Press
ISBN 13 : 1107045495
Total Pages : 357 pages
Book Rating : 4.1/5 (7 download)

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Book Synopsis Precedents and Case-Based Reasoning in the European Court of Justice by : Marc Jacob

Download or read book Precedents and Case-Based Reasoning in the European Court of Justice written by Marc Jacob and published by Cambridge University Press. This book was released on 2014-03-20 with total page 357 pages. Available in PDF, EPUB and Kindle. Book excerpt: Marc Jacob analyses in depth the most important justificatory and decision-making tool of one of the world's most powerful courts.

Advances in Case-Based Reasoning

Author : Thomas Roth-Berghofer
Publisher : Springer Science & Business Media
ISBN 13 : 3540368434
Total Pages : 578 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Advances in Case-Based Reasoning by : Thomas Roth-Berghofer

Download or read book Advances in Case-Based Reasoning written by Thomas Roth-Berghofer and published by Springer Science & Business Media. This book was released on 2006-08-30 with total page 578 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 8th European Conference on Case-Based Reasoning, ECCBR 2004, held in Fethiye, Turkey in September 2006. The book presents 31 revised full papers and 5 revised application papers together with 2 invited papers and 2 abstracts of invited talks. The coverage represents snapshot of current current issues in case-based reasoning, ranging from theoretical and methodological issues to advanced applications in various fields.

Advances in Case-Based Reasoning

Author : Ian Smith
Publisher : Springer Science & Business Media
ISBN 13 : 9783540619550
Total Pages : 548 pages
Book Rating : 4.6/5 (195 download)

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Book Synopsis Advances in Case-Based Reasoning by : Ian Smith

Download or read book Advances in Case-Based Reasoning written by Ian Smith and published by Springer Science & Business Media. This book was released on 1996-10-23 with total page 548 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Third European Workshop on Case-Based Reasoning, EWCBR-96, held in Lausanne, Switzerland, in November 1996. Case-based reasoning is an appealing technique for dealing with the knowledge acquisition bottleneck in computer applications; solutions to new problems are found by adapting similar experience from the past, called cases. The 38 revised full papers presented were carefully selected from a broad variety of submissions after a thorough refereeing process. The volume refleats the state of the art in case-based reasoning research and applications.

Advances in Case-Based Reasoning

Author : Jean-Paul Haton
Publisher : Springer Science & Business Media
ISBN 13 : 9783540603641
Total Pages : 326 pages
Book Rating : 4.6/5 (36 download)

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Book Synopsis Advances in Case-Based Reasoning by : Jean-Paul Haton

Download or read book Advances in Case-Based Reasoning written by Jean-Paul Haton and published by Springer Science & Business Media. This book was released on 1995-10-11 with total page 326 pages. Available in PDF, EPUB and Kindle. Book excerpt: The type of material considered for publication includes drafts of original papers or monographs, technical reports of high quality and broad interest, advanced-level lectures, reports of meetings, provided they are of exceptional interest and focused on a single topic.

Advances in Case-Based Reasoning

Author : Enrico Blanzieri
Publisher : Springer
ISBN 13 : 3540445277
Total Pages : 545 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Advances in Case-Based Reasoning by : Enrico Blanzieri

Download or read book Advances in Case-Based Reasoning written by Enrico Blanzieri and published by Springer. This book was released on 2003-07-31 with total page 545 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 5th European Workshop on Case-Based Reasonning, EWCBR 2000, held in Trento, Italy in September 2000. The 40 revised full papers presented together with two invited contributions were carefully reviewed and selected for inclusion in the book. All curves issues in case-based reasoning, ranging from foundational and theoretical aspects to advanced applications in various fields are addressed.

Advances in Case-Based Reasoning

Author : Peter Funk
Publisher : Springer
ISBN 13 : 3540286314
Total Pages : 835 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Advances in Case-Based Reasoning by : Peter Funk

Download or read book Advances in Case-Based Reasoning written by Peter Funk and published by Springer. This book was released on 2004-11-16 with total page 835 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 7th European Conference on Case-Based Reasoning (ECCBR 2004) was held from August 30 through September 2, at the Complutense University of Madrid, Spain. ECCBR was born in Aberdeen, UK (2002), after a series of European workshops held in Trento, Italy(2000), Dublin, Ireland(1998), Lausanne, Switzerland (1996), Paris, France (1994), and Kaiserslautern, Germany (1993). ECCBR is the premier international forum for researchers and practitioners of case-based reasoning (CBR) in the years interleaving with the biennial international counterpart ICCBR, whose 5th edition was held in Trondheim, Norway in 2003. The CBR community has shown for years a deep interest in the application of its research to real-world problems. As a result, the first day of both ECCBR and ICCBR has been traditionally dedicated to presenting industrial CBR complications. ECCBR 2004 Industry Day was co-chaired by Mehmet Göker and Francisco Martín who invited professionals from different fields to describe their fielded CBR systems. The second day of the conference was dedicated to four workshops focusing on the following research interests: CBR in health sciences, explanation in CBR, computational creativity, and CBR applied to time series prediction. We are grateful to the Workshop Program co-chairs, Pablo Gervás and Kalyan Moy Gupta, for their efforts in coordinating these workshops, along with the individual workshop chairs and participants. Materials from the Ind- try Day and the workshops were published separately and can be obtained from the ECCBR 2004 website, http://www. idt. mdh. se/eccbr.

Advances in Case-Based Reasoning

Author : Barry Smyth
Publisher : Springer Science & Business Media
ISBN 13 : 9783540649908
Total Pages : 500 pages
Book Rating : 4.6/5 (499 download)

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Book Synopsis Advances in Case-Based Reasoning by : Barry Smyth

Download or read book Advances in Case-Based Reasoning written by Barry Smyth and published by Springer Science & Business Media. This book was released on 1998-09-09 with total page 500 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 4th European Workshop on Case-Based Reasoning, EWCBR-98, held in Dublin, Ireland, in September 1998. The 41 revised full papers presented were carefully selected and reviewed for inclusion in the proceedings. The contributions address the representation and organization of cases in case-bases, the assessment of case similarity, the efficient retrieval of cases from large case-bases, the adaptation of similar case solutions to fit the current problem, case learning and case-base maintenance, and the application of CBR technology to real-world problems.