Book Details

978-0-387-30262-1

Modelling and Reasoning with Vague Concepts

Publish Date: 2006

ISBN: 978-0-387-30262-1

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This volume outlines a formal representation framework for modelling and reasoning with vague concepts in Artificial Intelligence. The new calculus has many applications, especially in automated reasoning, learning, data analysis and information fusion. This book gives a rigorous introduction to label semantics theory, illustrated with many examples, and suggests clear operational interpretations of the proposed measures. It also provides a detailed description of how the theory can be applied in data analysis and information fusion based on a range of benchmark problems.


Subject: Computer Science, Computer, Information, Regression, algorithm, algorithms, artificial intelligence, automated reasoning, autonom, data analysis, data modelling, databases, intelligence, modeling, semantics, uncertainty