Scalable Uncertainty Management [electronic resource] : 6th International Conference, SUM 2012, Marburg, Germany, September 17-19, 2012. Proceedings / edited by Eyke Hüllermeier, Sebastian Link, Thomas Fober, Bernhard Seeger.

Xtream: A System for Continuous Querying over Uncertain Data Streams -- Applications of Ordinal Ranks to Flexible Query Answering -- Stable Semantics in Logic-Based Argumentation -- Drift Detection and Characterization for Fault Diagnosis and Prognosis of Dynamical Systems -- Navigating Interpretability Issues in Evolving Fuzzy Systems -- Restoring Consistency in P2P Deductive Databases -- On the Complexity of the Graphical Representation and the Belief Inference in the Dynamic Directed Evidential Networks with Conditional Belief Functions -- Harmonic Wavelets Based Identification of Nonlinear and Time-Varian Systems -- Development of a Reliability-Based Design Optimization Toolbox for the FERUM Software -- Correcting Binary Imprecise Classifiers: Local vs Global Approach -- Comparing Partitions by Means of Fuzzy Data Mining Tools -- Probabilistic Conditional Independence under Schema Certainty and Uncertainty -- Uncertain Observation Times -- Merging Interval-Based Possibilistic Belief Bases -- Comfort as a Multidimensional Preference Model for Energy Efficiency Control Issues -- Deterministic Seismic Hazard Analysis Considering Non-controlling Seismic Sources and Time Factors -- On Development of a New Seismic Base Isolation System -- Instantiation Restrictions for Relational Probabilistic Conditionals -- On Cluster Validity for Fuzzy Clustering of Incomplete Data -- An SMT-Based Solver for Continuous t-norm Based Logics -- Seismic Hazard Assessment on NPP Sites in Taiwan through an Observation-Oriented Monte Carlo Simulation.