Successful Case-based Reasoning Applications

Name: Successful Case-based Reasoning Applications
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783642140778
Price: 826.09 RON
Availability: InStock

Autor: Stefania Montani, Lakhmi C. Jain

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Legare: Copertă tare

Editura: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

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

Informații despre carte

Autor

Stefania Montani, Lakhmi C. Jain

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2010

Pagini

226

EAN

9783642140778

ISBN

3642140777

Enbook ID

01656153

Editura

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Greutate

567

Dimensiuni

160 x 241 x 19

Descriere completă

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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