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Successful Case-based Reasoning Applications

Name: Successful Case-based Reasoning Applications
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 01656153
Price: 59102 HUF
Availability: InStock
Author: Stefania Montani
ISBN: 9783642140778

Stefania Montani

Lakhmi C. Jain

Language

English

Book Hardback

Libristo code: 01656153

Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, August 2010

Case-based reasoning (CBR) is an Artificial Intelligence (AI) technique to support the capability of... Full description

Libristo code: 01656153

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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.