Uncertainty and Intelligent Information Systems

Yager, Ronlad R (EDT)/ Bouchon-meunier, Bernadette (EDT)/ Marsala, Christophe (EDT)

World Scientific Publishing Co Pte Ltd（2008/07発売）

• 製本 Hardcover:ハードカバー版／ページ数 536 p.
• 言語 ENG
• 商品コード 9789812792341
• DDC分類 006.3

基本説明

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.

Full Description

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.

Contents

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