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portada successful case-based reasoning applications
Type
Physical Book
Illustrated by
Publisher
Author
Year
2012
Language
English
Pages
226
Format
Paperback
Dimensions
23.4x15.6x1.3 cm
Weight
0.34 kg.
ISBN
3642264344
ISBN13
9783642264344
Categories

successful case-based reasoning applications

Stefania Montani (Illustrated by) · Springer · Paperback

successful case-based reasoning applications - Montani, Stefania

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Synopsis "successful case-based reasoning applications"

Case-based reasoning (CBR) is an Artificial Intelligence (AI) technique to support the capability of reasoning and learning in advanced decision support systems. CBR exploits the specific knowledge collected on previously encountered and solved situations, which are known as cases. In this book, we have collected a selection of papers on very recent CBR applications. These, after an in-depth analysis of their specific application domain needs, propose proper methodological solutions and give encouraging evaluation results, which have in some cases led to the commercialization step. The collected contributions demonstrate the capability of CBR to solve or handle issues which would be too difficult to manage with other classical AI methods and techniques, such as rules or models. The heterogeneity of the involved application domains indicates the flexibility of CBR, and its applicability in all those fields where experiential knowledge is (readily) available.

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