Uncertainty And Intelligent Information Systems (inbunden)
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Format
Inbunden (Hardback)
Språk
Engelska
Antal sidor
536
Utgivningsdatum
2008-07-01
Upplaga
illustrated ed
Förlag
World Scientific Publishing Co Pte Ltd
Illustrationer
Illustrations
Dimensioner
226 x 155 x 33 mm
Vikt
885 g
Antal komponenter
1
Komponenter
SEMINAR KIT
ISBN
9789812792341
Uncertainty And Intelligent Information Systems (inbunden)

Uncertainty And Intelligent Information Systems

Inbunden Engelska, 2008-07-01
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Intelligent systems are necessary to handle modern computer-based technologies managing information and knowledge. This book discusses the theories required to help provide solutions to difficult problems in the construction of intelligent systems. Particular attention is paid to situations in which the available information and data may be imprecise, uncertain, incomplete or of a linguistic nature. The main aspects of clustering, classification, summarization, decision making and systems modeling are also addressed. Topics covered in the book include fundamental issues in uncertainty, the rapidly emerging discipline of information aggregation, neural networks, Bayesian networks and other network methods, as well as logic-based systems.
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Innehållsförteckning

Uncertainty Modeling; Clustering, Classification and Summarization; Decision Making and Information Processing; Systems Modeling and Applications; Logic and Mathematical Structures.