Generic solution construction in valuation-based systems
Canadian AI'11 Proceedings of the 24th Canadian conference on Advances in artificial intelligence
Generalized information theory based on the theory of hints
ECSQARU'11 Proceedings of the 11th European conference on Symbolic and quantitative approaches to reasoning with uncertainty
Computational aspects of attack---defense trees
SIIS'11 Proceedings of the 2011 international conference on Security and Intelligent Information Systems
Generalized information theory for hints
International Journal of Approximate Reasoning
Compositional models in valuation-based systems
International Journal of Approximate Reasoning
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This book provides a rigorous algebraic study of the most popular inference formalisms with a special focus on their wide application area, showing that all these tasks can be performed by a single generic inference algorithm. Written by the leading international authority on the topic, it includes an algebraic perspective (study of the valuation algebra framework), an algorithmic perspective (study of the generic inference schemes) and a "practical" perspective (formalisms and applications). Researchers in a number of fields including artificial intelligence, operational research, databases and other areas of computer science; graduate students; and professional programmers of inference methods will benefit from this work.