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: Advances in knowledge discovery and management
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  genre: conference publication
  genre: Electronic books.
  origin info:
    place:
      place term: gw
    date issued: 2010
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: remote
    extent: xii, 336 pages : many figures (partly color), tables ; 24 cm.
  table of contents: Part 1: Supervised learning and information retrieval. Discrepancy analysis of complex objects using dissimilarities -- A Bayes evaluation criterion for decision trees -- Classifying very-high-dimensional data with random forests of oblique decision trees -- Intensive use of correspondence analysis for large scale content-based image retrieval -- Toward a better integration of spatial relations in learning with graphical models. Part 2: Unsupervised learning. Multigranular manipulations for OLAP querying -- A new approach for unsupervised classification in image segmentation -- Cluster-dependent feature selection through a weighted learning paradigm -- Two variants of the OKM for overlapping clustering -- A stable decomposition algorithm for dynamic social network analysis. Part 3: Security and data streaming. An hybrid data stream summarizing approach by sampling and clustering -- SPAMS: a novel incremental approach for sequential pattern mining in data streams -- Mining common outliers for intrusion detection -- Intrusion detections in collaborative organizations by preserving privacy. Part 4: Ontologies and Semantic [i.e. semantics]. Alignment-based partitioning of large-scale ontologies -- Learning ontologies with deep lass hierarchies by mining the content of relational databases -- Semantic analysis for the geospatial semantic web -- Statistically valid links and anti-links between words and between documents: applying TourneBool randomization.
  note: Fabrice Guillet [and others] (eds.).
  note: Electronic resource.
  note: International conference proceedings.
  note: Electronic reproduction. New York : Springer, 2010. Mode of access: World Wide Web. System requirements: Web browser. Title from title screen (viewed on Oct. 7, 2010). Access may be restricted to users at subscribing institutions.
  note: Includes bibliographical references.
  subject:
    topic: Data Mining
  subject:
    topic: Information Retrieval
  subject:
    topic: Informationsmanagement
  subject:
    topic: Wissensextraktion
  subject:
    topic: Wissensmanagement
  subject:
    topic: Data mining
  subject:
    topic: Information retrieval
  subject:
    topic: Knowledge management
  subject:
    topic: Semantic Web
  classification: QA76.9.D343 A38 2010
  classification: 658.4038011
  related item:
    title info:
      title: Advances in knowledge discovery and management
    origin info:
      publisher: Berlin : Springer, 2010
    identifier: (OCoLC)646007061
  related item:
    title info:
      title: Studies in computational intelligence ; v. 292
  identifier: 3642005802
  identifier: 9783642005800
  identifier: 978-3-642-00579-4 Springer
  identifier: http://proxy.library.tamu.edu/login
  record info:
    record content source: GW5XE
    record creation date: 101101
    record change date: 20210727155342.0
    record identifier: in00002671716
    language of cataloging:
      language term: eng