Author: Sankar K. Pal
Publisher: John Wiley & Sons
ISBN: 0471644668
Category : Technology & Engineering
Languages : en
Pages : 300
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Book Description
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
ISBN: 3642401678
Category : Computers
Languages : en
Pages : 550
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Book Description
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
ISBN:
Category : Computers
Languages : en
Pages : 512
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Book Description
Author: Lorraine McGinty
Publisher: Springer Science & Business Media
ISBN: 3642029981
Category : Computers
Languages : en
Pages : 537
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Book Description
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
ISBN: 1627050078
Category : Computers
Languages : en
Pages : 106
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Book Description
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
ISBN: 3540318550
Category : Computers
Languages : en
Pages : 667
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Book Description
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
ISBN: 3642142745
Category : Computers
Languages : en
Pages : 554
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Book Description
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
ISBN: 3030292495
Category : Computers
Languages : en
Pages : 422
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Book Description
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
ISBN: 3540368469
Category : Computers
Languages : en
Pages : 578
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Book Description
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: Luc Lamontagne
Publisher: Springer
ISBN: 3319112090
Category : Computers
Languages : en
Pages : 553
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Book Description
This book constitutes the refereed proceedings of the 21st International Conference on Case-Based Reasoning Research and Development (ICCBR 2014) held in Cork, Ireland, in September 2014. The 35 revised full papers presented were carefully reviewed and selected from 49 submissions. The presentations cover a wide range of CBR topics of interest both to researchers and practitioners including case retrieval and adaptation, similarity assessment, case base maintenance, knowledge management, recommender systems, multiagent systems, textual CBR, and applications to healthcare and computer games.
