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

Format:

Book

Contributor:

Hüllermeier, Eyke, editor.

Link, Sebastian, editor.

Fober, Thomas, editor.

Seeger, Bernhard, editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

Lecture notes in computer science. Lecture notes in artificial intelligence ; 7520.

Lecture Notes in Artificial Intelligence ; 7520

Language:

English

Subjects (All):

Artificial intelligence.

Application software.

Information storage and retrieval.

Computer networks.

Database management.

Data mining.

Artificial Intelligence.

Information Systems Applications (incl. Internet).

Information Storage and Retrieval.

Computer Communication Networks.

Database Management.

Data Mining and Knowledge Discovery.

Local Subjects:

Artificial Intelligence.

Information Systems Applications (incl. Internet).

Information Storage and Retrieval.

Computer Communication Networks.

Database Management.

Data Mining and Knowledge Discovery.

Physical Description:

1 online resource (XVI, 648 pages) : 169 illustrations.

Edition:

First edition 2012.

Contained In:

Springer eBooks

Place of Publication:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012.

System Details:

text file PDF

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.

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.

Other Format:

Printed edition:

ISBN:

978-3-642-33362-0

9783642333620

Access Restriction:

Restricted for use by site license.