Computational Intelligence for Decision Support

Zhengxin Chen

$452

Hardback

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English

CRC Press Inc
24 November 1999

Computing: general; Maintenance & repairs; Computer science; Artificial intelligence

Series: International Series on Computational Intelligence

Decision support refers to applications involving comprehensive analysis and exploration of current and historical data in organizations to support high-level decision making. Intelligent decision support relies on many techniques provided by various disciplines, such as artificial intelligence and database management systems. The conventional view on the role of AI and DBMS in decision support is that decision support can be assisted by these techniques. Artificial Intelligence is the science of building intelligent agents. Recently, an alternative term, ""computational intelligence"", has gained in popularity. By emphasizing specific computational mechanisms underlying symbolic reasoning process rather than focusing on controversial issues around symbolic reasoning itself, computational intelligence provides a solid approach to effectively achieving many goals of artificial intelligence.

By: Zhengxin Chen
Imprint: CRC Press Inc
Country of Publication: United States
Dimensions: Height: 229mm, Width: 152mm, Spine: 23mm
Weight: 910g
ISBN: 9780849317996
ISBN 10: 0849317991
Series: International Series on Computational Intelligence
Pages: 404
Publication Date: 24 November 1999
Audience: Professional and scholarly , Professional and scholarly , Undergraduate , Undergraduate
Format: Hardback
Publisher's Status: Active

Decision Support and Computational Intelligence. Search and Representation. Predicate Logic. Relations as Predicates. Retrieval Systems. Conceptual Data and Knowledge Modeling. Reasoning as Extended Retrieval. Computational Creativity and Computer Assisted Human Intelligence. Conceptual Queries and Intensional Answering. From Machine Learning to Data Mining. Data Warehousing, OLAP, and Data Mining. Reasoning Under Uncertainty. Reduction and Reconstruction Approaches for Uncertain Reasoning and Data Mining. Toward Integrated Heuristic Decision Making. NTI/Sales Copy

Chen, Zhengxin

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Computational Intelligence for Decision Support

Zhengxin Chen

$452

Hardback

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