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Scalable Uncertainty Management 6th International Conference, SUM 2012, Marburg, Germany, September 17-19, 2012, Proceedings
Title
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.
ISBN
9783642333620
Edition
1st ed. 2012.
Publication
Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012.
Physical Description
XVI, 648 p. 169 illus.
Local Notes
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Summary
This book constitutes the refereed proceedings of the 6th International Conference on Scalable Uncertainty Management, SUM 2012, held in Marburg, Germany, in September 2012. The 41 revised full papers and 13 revised short papers were carefully reviewed and selected from 75 submissions. The papers cover topics in all areas of managing and reasoning with substantial and complex kinds of uncertain, incomplete or inconsistent information including applications in decision support systems, machine learning, negotiation technologies, semantic web applications, search engines, ontology systems, information retrieval, natural language processing, information extraction, image recognition, vision systems, data and text mining, and the consideration of issues such as provenance, trust, heterogeneity, and complexity of data and knowledge.
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Springer ENIN.
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Format
Books / Online
Language
English
Added to Catalog
October 03, 2023
Series
Lecture Notes in Artificial Intelligence, 7520
Contents
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.
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