Symbolic and quantitative approaches to reasoning with uncertainty

By Thomas D. Nielsen

Subjects: Congresses, Uncertainty (information theory), Reasoning, Artificial intelligence, Uncertainty (Information theory)

Description: Symbolic and Quantitative Approaches to Reasoning with Uncertainty: 7th European Conference, ECSQARU 2003 Aalborg, Denmark, July 2-5, 2003 Proceedings<br />Author: Thomas Dyhre Nielsen, Nevin Lianwen Zhang<br /> Published by Springer Berlin Heidelberg<br /> ISBN: 978-3-540-40494-1<br /> DOI: 10.1007/b11792<br /><br />Table of Contents:<p></p><ul><li>Qualitative Decision Rules under Uncertainty </li><li>Applications of Latent Class Analysis in Social Science Research </li><li>Transformations from Imprecise to Precise Probabilities </li><li>A Representation Theorem and Applications </li><li>On Modal Probability and Belief </li><li>A Multi-layered Bayesian Network Model for Structured Document Retrieval </li><li>Using Kappas as Indicators of Strength in Qualitative Probabilistic Networks </li><li>Qualitative Bayesian Networks with Logical Constraints </li><li>Introducing Situational Influences in QPNs </li><li>Classification of Aerial Missions Using Hidden Markov Models </li><li>Dynamic Importance Sampling Computation in Bayesian Networks </li><li>Morphing the Hugin and Shenoy–Shafer Architectures </li><li>Characterization of Inclusion Neighbourhood in Terms of the Essential Graph: Upper Neighbours </li><li>Approximating Conditional MTE Distributions by Means of Mixed Trees </li><li>Effective Dimensions of Partially Observed Polytrees </li><li>Applying Numerical Trees to Evaluate Asymmetric Decision Problems </li><li>Mixed Influence Diagrams </li><li>Decision Making Based on Sampled Disease Occurrence in Animal Herds </li><li>Decision Network Semantics of Branching Constraint Satisfaction Problems </li><li>Web of Trust: Applying Probabilistic Argumentation to Public-Key Cryptography</li></ul>