Successful Case-based Reasoning Applications

Name: Successful Case-based Reasoning Applications
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783642140778
Price: 634.56 PLN
Availability: InStock

Autor: Stefania Montani, Lakhmi C. Jain

Język:

Oprawa: Twarda

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

Dostępność: Dostępna u dostawcy

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

Informacje o książce

Autor

Stefania Montani, Lakhmi C. Jain

Język

Angielski

Oprawa

Książka - Twarda

Data wydania

2010

strony

226

EAN

9783642140778

ISBN

3642140777

Enbook ID

01656153

Wydawca

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Waga

567

Wymiary

160 x 241 x 19

Pełny opis

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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