rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Scalable Uncertainty Management
    sub title: Second International Conference, SUM 2008, Naples, Italy, October 1-3, 2008. Proceedings
  name:
    name part: Greco, Sergio.
    role:
      role term: editor.
  name:
    name part: Lukasiewicz, Thomas.
    role:
      role term: editor.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: gw
    date issued: 2008
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: XI, 401 p. online resource.
  abstract: This book constitutes the refereed proceedings of the Second International Conference on Scalable Uncertainty Management, SUM 2008, held in Naples, Italy, in Oktober 2008. The 27 revised full papers presented together with the extended abstracts of 3 invited talks/tutorials were carefully reviewed and selected from 42 submissions. The papers address artificial intelligence researchers, database researchers, and practitioners to demonstrate theoretical techniques required to manage the uncertainty that arises in large scale real world applications and to cope with large volumes of uncertainty and inconsistency in databases, the Web, the semantic Web, and artificial intelligence in general.
  table of contents: Consistent Query Answering: The First Ten Years -- Heavy Tails and Web Models -- Managing Probabilistic Data with MystiQ: The Can-Do, the Could-Do, and the Can’t-Do -- Frequent Itemset Mining from Databases Including One Evidential Attribute -- Evaluating Trustworthiness from Past Performances: Interval-Based Approaches -- A Comparative Study of Six Formal Models of Causal Ascription -- An Efficient Algorithm for Naive Possibilistic Classifiers with Uncertain Inputs -- Transitive Observation-Based Causation, Saliency, and the Markov Condition -- A Family of Tolerant Antidivision Operators for Database Fuzzy Querying -- Uncertainty Management for the Retrieval of Economic Information from Distributed Markets -- Loopy Propagation in a Probabilistic Description Logic -- On the Performance of Fuzzy Data Querying -- Tractable Reasoning with Bayesian Description Logics -- Approximate Reasoning for Efficient Anytime Induction from Relational Knowledge Bases -- Fusing Uncertain Structured Spatial Information -- A Neuro Fuzzy Approach for Handling Structured Data -- A Framework for the Partial Evaluation of SPARQL Queries -- An Evolutionary Perspective on Approximate RDF Query Answering -- Clustering Uncertain Data Via K-Medoids -- Speeding Up the NRA Algorithm -- Uncertain Context Modeling of Dimensional Ontology Using Fuzzy Subset Theory -- A Personalized Approach to Experience-Aware Service Ranking and Selection -- Performance Evaluation of Algorithms for Soft Evidential Update in Bayesian Networks: First Results -- Optimization of Queries over Interval Probabilistic Data -- Polynomial Time Queries over Inconsistent Databases -- Using OBDDs for Efficient Query Evaluation on Probabilistic Databases -- A Logical Framework to Reinforcement Learning Using Hybrid Probabilistic Logic Programs -- On the Relationship between Hybrid Probabilistic Logic Programs and Stochastic Satisfiability -- Scaling Most Probable World Computations in Probabilistic Logic Programs -- Measuring th…
  note: edited by Sergio Greco, Thomas Lukasiewicz.
  subject:
    topic: Computer science
  subject:
    topic: Programming languages (Electronic computers)
  subject:
    topic: Mathematical logic
  subject:
    topic: Artificial intelligence
  subject:
    topic: Computer Science
  subject:
    topic: Artificial Intelligence (incl. Robotics)
  subject:
    topic: Programming Languages, Compilers, Interpreters
  subject:
    topic: Mathematical Logic and Formal Languages
  classification: Q334-342
  classification: TJ210.2-211.495
  classification: 006.3
  related item:
    title info:
      title: Springer eBooks
  related item:
    title info:
      title: Lecture Notes in Computer Science, 5291
  identifier: 9783540879930
  identifier: http://dx.doi.org/10.1007/978-3-540-87993-0
  record info:
    record creation date: 100301
    record change date: 20151204180935.0
    record identifier: 978-3-540-87993-0