Technologies for Constructing Intelligent Systems 1
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Beschreibung
Intelligent systems enhance the capacities made available by the internet and other computer-based technologies. This book deals with the theory behind the 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 linguistic nature. Various methodologies for these cases are discussed, among which are probabilistic, possibilistic, fuzzy, logical, evidential and network-based frameworks. One purpose of the book is to consider how these methods can be used cooperatively. Topics included 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.
General view of tools and domains regarding the management of uncertainty in knowledge-based and intelligent systems Includes supplementary material: sn.pub/extras
Autor*in
Bernadette Bouchon-Meunier
Themen in »Technologies for Constructing Intelligent Systems 1«
Bayesian network artificial intelligence case-based reasoning classification decision theory fuzzy fuzzy logic fuzzy sets genetic algorithms intelligence intelligent systems knowledge base learning neural networks uncertainty