Symbolic and Quantitative Approaches to Reasoning with Uncertainty - neues Buch

EAN (ISBN-13): 9783540446521
Erscheinungsjahr: 2001
Herausgeber: Springer Berlin Heidelberg

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ISBN/EAN: 9783540446521

ISBN - alternative Schreibweisen:
978-3-540-44652-1
Alternative Schreibweisen und verwandte Suchbegriffe:
Autor des Buches: philippe
Titel des Buches: toulouse 1300 1400

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Daten vom Verlag:

Autor/in: Salem Benferhat; Philippe Besnard
Titel: Lecture Notes in Computer Science; Lecture Notes in Artificial Intelligence; Symbolic and Quantitative Approaches to Reasoning with Uncertainty - 6th European Conference, ECSQARU 2001, Toulouse, France, September 19-21, 2001. Proceedings
Verlag: Springer; Springer Berlin
818 Seiten
Erscheinungsjahr: 2003-06-30
Berlin; Heidelberg; DE
Sprache: Englisch
96,29 € (DE)
99,00 € (AT)
118,00 CHF (CH)
Available
XIV, 818 p.

EA; E107; eBook; Nonbooks, PBS / Informatik, EDV/Informatik; Künstliche Intelligenz; Verstehen; Algorithmic Learning; Bayesian network; Causal Networks; Decision Making; Decision Theory; Fuzzy Logic; Fuzzy Reasoning; Imprecise Information; Possibility Theory; Probabilistic Logics; Rough Sets; fuzzy; learning; logic; uncertainty; C; Artificial Intelligence; Compilers and Interpreters; Formal Languages and Automata Theory; IT in Business; Computer Science; Compiler und Übersetzer; Theoretische Informatik; Wirtschaftsmathematik und -informatik, IT-Management; Unternehmensanwendungen; BC

Invited Papers.- Graphical Models as Languages for Computer Assisted Diagnosis and Decision Making.- Planning with Uncertainty and Incomplete Information.- What’s Your Preference? And How to Express and Implement It in Logic Programming!.- Contributed Papers.- On Preference Representation on an Ordinal Scale.- Rule-Based Decision Support in Multicriteria Choice and Ranking.- Propositional Distances and Preference Representation.- Contributed Papers.- Value Iteration over Belief Subspace.- Space-Progressive Value Iteration: An Anytime Algorithm for a Class of POMDPs.- Contributed Papers.- Reasoning about Intentions in Uncertain Domains.- Troubleshooting with Simultaneous Models.- A Rational Conditional Utility Model in a Coherent Framework.- Contributed Papers.- Probabilistic Reasoning as a General Unifying Tool.- An Operational View of Coherent Conditional Previsions.- Contributed Papers.- Decomposition of Influence Diagrams.- Mixtures of Truncated Exponentials in Hybrid Bayesian Networks.- Importance Sampling in Bayesian Networks Using Antithetic Variables.- Using Recursive Decomposition to Construct Elimination Orders, Jointrees, and Dtrees.- Caveats For Causal Reasoning With Equilibrium Models.- Contributed Papers.- Supporting Changes in Structure in Causal Model Construction.- The Search of Causal Orderings: A Short Cut for Learning Belief Networks.- Stochastic Local Algorithms for Learning Belief Networks: Searching in the Space of the Orderings.- An Empirical Investigation of the K2 Metric.- Contributed Papers.- Sequential Valuation Networks: A New Graphical Technique for Asymmetric Decision Problems.- A Two-Steps Algorithm for Min-Based Possibilistic Causal Networks.- Contributed Papers.- Computing Intervals of Probabilities with Simulated Annealing andProbability Trees.- Probabilistic Logic under Coherence, Model-Theoretic Probabilistic Logic, and Default Reasoning.- Contributed Papers.- Belief Functions with Partially Ordered Values.- Dempster Specialization Matrices and the Combination of Belief Functions.- On the Conceptual Status of Belief Functions with Respect to Coherent Lower Probabilities.- About Conditional Belief Function Independence.- The Evaluation of Sensors’ Reliability and Their Tuning for Multisensor Data Fusion within the Transferable Belief Model.- Coarsening Approximations of Belief Functions.- Contributed Papers.- Label Semantics: A Formal Framework for Modeling with Words.- Reasoning about Knowledge Using Rough Sets.- Contributed Papers.- The Capacity of a Possibilistic Channel.- New Semantics for Quantitative Possibility Theory.- Bridging logical, comparative and graphical possibilistic representation frameworks.- Contributed Papers.- Ellipse fitting with uncertainty and fuzzy decision stage for detection. Application in videomicroscopy..- Probabilistic Modelling for Software Quality Control.- Spatial Information Revision: A Comparison between 3 Approaches.- Contributed Papers.- Social Choice, Merging, and Elections.- Data merging: Theory of Evidence vs knowledge-bases merging operators.- Contributed Papers.- A Priori Revision.- Some Operators for Iterated Revision.- On Computing Solutions to Belief Change Scenarios.- “Not impossible” vs. “guaranteed possible” in fusion and revision.- General Preferential Entaulments as Circumscriptions.- Contributed Papers.- A Semantic Tableau Version of First-Order Quasi-Classical Logic.- On Anytime Coherence-Based Reasoning.- Resolving Conflicts between Beliefs, Obligations, Intentions, and Desires.- Contributed Papers.- Comparing a Pair-wiseCompatibility Heuristic and Relaxed Stratification: Some Preliminary Results.- How to Reason Credulously and Skeptically within a Single Extension.- Contributed Papers.- Handling Conditionals Adequately in Uncertain Reasoning.- Rankings We Prefer.- Contributed Papers.- Formalizing Human Uncertain Reasoning with Default Rules: A Psychological Conundrum and a Pragmatic Suggestion.- Statistical Information, Uncertainty, and Bayes’ Theorem: Some Applications in Experimental Psychology.- Polymorphism of Human Judgment under Uncertainty.- How to Doubt about a Conditional.- Contributed Papers.- Dialectical Proof Theories for the Credulous Preferred Semantics of Argumentation Frameworks.- Argumentation and Qualitative Probabilistic Reasoning Using the Kappa Calculus.- Contributed Papers.- Importance Measures from Reliability Theory for Probabilistic Assumption-Based Reasoning.- Ramification in the Normative Method of Causality.- Simultaneous Events: Conflicts and Preferences.- Orthogonal Relations for Reasoning about Abstract Events.- Contributed Papers.- Explanatory Relations Based on Mathematical Morphology.- Monotonic and Residuated Logic Programs.- Contributed Papers.- A Proof Procedure for Possibilistic Logic Programming with Fuzzy Constants.- First-Order Characterization and Modal Analysis of Indiscernibility and Complementarity in Information Systems.- Contributed Papers.- Complete and Incomplete Knowledge in Logical Information Systems.- Extending Polynomiality to a Class of Non-clausal Many-Valued Horn-Like Formulas.- A Genetic Algorithm for Satisfiability Problem in a Probabilistic Logic: A First Report.
Includes supplementary material: sn.pub/extras