Interval / Probabilistic Uncertainty and Non-classical Logics - Huynh, Van-Nam.; Nakamori, Yoshiteru; Ono, Hiroakira; Lawry, Jonathan; Kreinovich, Vladik; Nguyen, Hung T.; SpringerLink (Online service) (Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2008)
Keynote Addresses -- An Algebraic Approach to Substructural Logics - An Overview -- On Modeling of Uncertainty Measures and Observed Processes -- Statistics under Interval Uncertainty and Imprecise Probability -- Fast Algorithms for Computing Statistics under Interval Uncertainty: An Overview -- Trade-Off between Sample Size and Accuracy: Case of Static Measurements under Interval Uncertainty -- Trade-Off between Sample Size and Accuracy: Case of Dynamic Measurements under Interval Uncertainty -- Estimating Quality of Support Vector Machines Learning under Probabilistic and Interval Uncertainty: Algorithms and Computational Complexity -- Imprecise Probability as an Approach to Improved Dependability in High-Level Information Fusion -- Uncertainty Modelling and Reasoning in Knowledge-Based Systems -- Label Semantics as a Framework for Granular Modelling -- Approximating Reasoning for Fuzzy-Based Information Retrieval -- Probabilistic Constraints for Inverse Problems -- The Evidential Reasoning Approach for Multi-attribute Decision Analysis under Both Fuzzy and Interval Uncertainty -- Modelling and Computing with Imprecise and Uncertain Properties in Object Bases -- Rough Sets and Belief Functions -- Several Reducts in Dominance-Based Rough Set Approach -- Topologies of Approximation Spaces of Rough Set Theory -- Uncertainty Reasoning in Rough Knowledge Discovery -- Semantics of the Relative Belief of Singletons -- A Lattice-Theoretic Interpretation of Independence of Frames -- Non-classical Logics -- Completions of Ordered Algebraic Structures: A Survey -- The Algebra of Truth Values of Type-2 Fuzzy Sets: A Survey -- Some Properties of Logic Functions over Multi-interval Truth Values -- Possible Semantics for a Common Framework of Probabilistic Logics -- A Unified Formulation of Deduction, Induction and Abduction Using Granularity Based on VPRS Models and Measure-Based Semantics for Modal Logics -- Information from Inconsistent Knowledge: A Probability Logic Approach -- Fuzziness and Uncertainty Analysis in Applications -- Personalized Recommendation for Traditional Crafts Using Fuzzy Correspondence Analysis with Kansei Data and OWA Operator -- A Probability-Based Approach to Consumer Oriented Evaluation of Traditional Craft Items Using Kansai Data -- Using Interval Function Approximation to Estimate Uncertainty -- Interval Forecasting of Crude Oil Price -- Automatic Classification for Decision Making of the Severeness of the Acute Radiation Syndrome.
Keywords: Applied mathematics; Engineering mathematics; Artificial intelligence; Statistics .; Applications of Mathematics; Artificial Intelligence; Mathematical and Computational Engineering; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences