Foundations Of Soft Case Based Reasoning
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Author | : Sankar K. Pal |
Publisher | : John Wiley & Sons |
Total Pages | : 300 |
Release | : 2004-07-01 |
Genre | : Technology & Engineering |
ISBN | : 0471644668 |
Provides a self-contained description of this important aspect of information processing and decision support technology. Presents basic definitions, principles, applications, and a detailed bibliography. Covers a range of real-world examples including control, data mining, and pattern recognition.
Author | : Michael M. Richter |
Publisher | : Springer Science & Business Media |
Total Pages | : 550 |
Release | : 2013-10-31 |
Genre | : Computers |
ISBN | : 3642401678 |
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 | : Janet L. Kolodner |
Publisher | : Morgan Kaufmann |
Total Pages | : 512 |
Release | : 1988 |
Genre | : Computers |
ISBN | : |
Author | : Lorraine McGinty |
Publisher | : Springer Science & Business Media |
Total Pages | : 537 |
Release | : 2009-07-10 |
Genre | : Computers |
ISBN | : 3642029981 |
This book constitutes the refereed proceedings of the 8th International Conference on Case-Based Reasoning, ICCBR 2009, held in Seattle, WA, USA, in July 2009. The 17 revised full papers and 17 revised poster papers presented together with 2 invited talks were carefully reviewed and selected from 55 submissions. Covering a wide range of CBR topics of interest both to practitioners and researchers, the papers are devoted to theoretical/methodological as well as to applicative aspects of current CBR analysis.
Author | : Beatriz López |
Publisher | : Morgan & Claypool Publishers |
Total Pages | : 106 |
Release | : 2013 |
Genre | : Computers |
ISBN | : 1627050078 |
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 | : Hector Munoz-Avila |
Publisher | : Springer |
Total Pages | : 667 |
Release | : 2005-09-07 |
Genre | : Computers |
ISBN | : 3540318550 |
The conference took place during August 23–26, 2005 at the downtown campus of DePaul University, in the heart of Chicago’s downtown
Author | : Isabelle Bichindaritz |
Publisher | : Springer |
Total Pages | : 554 |
Release | : 2010-07-10 |
Genre | : Computers |
ISBN | : 3642142745 |
This book constitutes the proceedings of the 18th International Conference on Case-Based Reasoning, held in Alessandria, Italy, in July 2010.
Author | : Kerstin Bach |
Publisher | : Springer Nature |
Total Pages | : 422 |
Release | : 2019-09-02 |
Genre | : Computers |
ISBN | : 3030292495 |
This book constitutes the refereed proceedings of the 27th International Conference on Case-Based Reasoning Research and Development, ICCBR 2019, held in Otzenhausen, Germany, in September 2019. The 26 full papers presented in this book were carefully reviewed and selected from 43 submissions. 15 were selected for oral presentation and 11 for poster presentation. The theme of ICCBR 2019, "Explainable AI (XAI)," was highlighted by several activities. These papers, which are included in the proceedings, address many themes related to the theory and application of case-based reasoning and its future direction.
Author | : Thomas Roth-Berghofer |
Publisher | : Springer |
Total Pages | : 578 |
Release | : 2006-08-29 |
Genre | : Computers |
ISBN | : 3540368469 |
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.
Author | : Janet L. Kolodner |
Publisher | : |
Total Pages | : 174 |
Release | : 1994 |
Genre | : Expert systems (Computer science) |
ISBN | : |