The refereed proceedings of the 7th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, ECSQARU 2003, held in Aalborg, Denmark in July 2003. The 47 revised full papers presented together with 2 invited survey articles were carefully reviewed and selected for inclusion in the book. The papers are organized in topical sections on foundations of uncertainty concepts, Bayesian networks, algorithms for uncertainty inference, learning, decision graphs, belief functions, fuzzy sets, possibility theory, default reasoning, belief revision and inconsistency handling, logics, and tools.
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Traditionally, decision making under uncertainty (DMU) relies on a probabilistic framework. Read the first page Key Phrases - Statistically Improbable Phrases (SIPs): (learn more)
structured news report, lexicographic entailment, conditional belief functions, rational default logic, numerical trees, ballooning extension, joint belief function, probable consistency checking, coherent conditional probability, defeat graph, asymmetric decision problems, plausibility transformation, possibilistic criteria, inclusion neighbour, latent nodes, most plausible states, standard default logic, constrained default logic, joint bpa, probabilistic argumentation systems, initial belief function, qualitative probabilistic networks, evidential networks, penniless propagation, state transition tree Key Phrases - Capitalized Phrases (CAPs): (learn more)
Morgan Kaufmann, Springer-Verlag Berlin Heidelberg, New York, San Francisco, Hugin Tool, International Journal of Approximate Reasoning, Cambridge University Press, San Mateo, Springer Verlag, Ben Yaghlane, Princeton University Press, Chest Clinic, Czech Republic, International Workshop, Kluwer Academic Publishers, Academic Press, Computational Intelligence, North Holland, Inteligencia Artificial, Oxford University Press, Sage Publications, Stanford University, Studia Logica, University of Kansas School of Business, Annals of Mathematical Statistics New!
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Front Cover | Table of Contents | First Pages | Index | Back Cover | Surprise Me!
Traditionally, decision making under uncertainty (DMU) relies on a probabilistic framework. Read the first page Key Phrases - Statistically Improbable Phrases (SIPs): (learn more)
structured news report, lexicographic entailment, conditional belief functions, rational default logic, numerical trees, ballooning extension, joint belief function, probable consistency checking, coherent conditional probability, defeat graph, asymmetric decision problems, plausibility transformation, possibilistic criteria, inclusion neighbour, latent nodes, most plausible states, standard default logic, constrained default logic, joint bpa, probabilistic argumentation systems, initial belief function, qualitative probabilistic networks, evidential networks, penniless propagation, state transition tree Key Phrases - Capitalized Phrases (CAPs): (learn more)
Morgan Kaufmann, Springer-Verlag Berlin Heidelberg, New York, San Francisco, Hugin Tool, International Journal of Approximate Reasoning, Cambridge University Press, San Mateo, Springer Verlag, Ben Yaghlane, Princeton University Press, Chest Clinic, Czech Republic, International Workshop, Kluwer Academic Publishers, Academic Press, Computational Intelligence, North Holland, Inteligencia Artificial, Oxford University Press, Sage Publications, Stanford University, Studia Logica, University of Kansas School of Business, Annals of Mathematical Statistics New!
Books on Related Topics | Concordance | Text Stats Browse Sample Pages:
Front Cover | Table of Contents | First Pages | Index | Back Cover | Surprise Me!
Citations (learn more)
This book cites 88
books:
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- Mathematical Theory of Evidence by Glenn Shafer on 8 pages
- Uncertainty in Artificial Intelligence (Volume 4 of Machine Intelligence and Pattern Recognition) (Vol 1) by R. K. Ghatnagar on 7 pages
- Graphical Models (Oxford Statistical Science Series) by Steffen L. Lauritzen on 5 pages
- Handbook of Defeasible Reasoning and Uncertainty Management by Dov M. Gabbay on 4 pages
- Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference by Judea Pearl on 4 pages
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