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Case-Based Approximate Reasoning

2007-03-20 Computers
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Release : 2007-03-20
Genre : Computers
Kind : eBook
Book Rating : 958/5 ( reviews)

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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. This book was released on 2007-03-20. 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.

Case-Based Reasoning

2013-10-31 Computers
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Release : 2013-10-31
Genre : Computers
Kind : eBook
Book Rating : 678/5 ( reviews)

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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. This book was released on 2013-10-31. 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 Reasoning

2013 Computers
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Release : 2013
Genre : Computers
Kind : eBook
Book Rating : 078/5 ( reviews)

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Book Synopsis Case-based Reasoning by : Beatriz López

Download or read book Case-based Reasoning written by Beatriz López. This book was released on 2013. 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.

Case-based Reasoning

1996 Computers
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Release : 1996
Genre : Computers
Kind : eBook
Book Rating : /5 ( reviews)

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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. This book was released on 1996. 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.

Advances in Case-Based Reasoning

2003-07-31 Computers
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Release : 2003-07-31
Genre : Computers
Kind : eBook
Book Rating : 277/5 ( reviews)

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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. This book was released on 2003-07-31. 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.

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