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: Imbalanced learning
    sub title: foundations, algorithms, and applications
  name:
    name part: He, Haibo
    name part: 1976-
    role:
      role term: editor.
  name:
    name part: Ma, Yunqian
    role:
      role term: editor.
  type of resource: text
  genre: bibliography
  genre: Electronic books.
  origin info:
    place:
      place term: nju
    date issued: 2013
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: remote
    extent: 1 online resource.
  abstract: Solving imbalanced learning problems is critical in numerous data-intensive networked systems, including surveillance, security, Internet, finance, biomedical, and defense, to name a few. The first comprehensive look at this new branch of machine learning, this volume offers a critical review of the problem of imbalanced learning, covering the state-of-the-art in techniques, principles, and real-world applications. Scientists and engineers will learn how to tackle the problem of learning from imbalanced datasets, and gain insight into current developments in the field as well as future research.
  note: edited by Haibo He, Yunqian Ma.
  note: Includes bibliographical references and index.
  subject:
    topic: Data mining
  subject:
    topic: Information resources
    topic: Evaluation
  subject:
    topic: Information resources management
  subject:
    topic: System analysis
    topic: Mathematical models
  subject:
    topic: COMPUTERS
    topic: Database Management
    topic: Data Mining
  subject:
    topic: Data mining
  subject:
    topic: Information resources
    topic: Evaluation
  subject:
    topic: Information resources management
  subject:
    topic: System analysis
    topic: Mathematical models
  classification: QA76.9.D343
  classification: 006.3/12
  related item:
    title info:
      title: Imbalanced learning
    origin info:
      publisher: Hoboken, New Jersey : John Wiley & Sons, Inc., [2013]
    identifier: (DLC) 2013017778
  identifier: 9781118646335
  identifier: 1118646339
  identifier: 9781118646205
  identifier: 1118646207
  identifier: 9781118646274
  identifier: 1118646274
  identifier: 9781118646106
  identifier: 111864610X
  identifier: 1118074629
  identifier: 9781118074626
  identifier: 9781299665118
  identifier: 129966511X
  identifier: 2013019555
  identifier: https://doi.org/10.1002/9781118646106
  record info:
    record content source: DLC
    record creation date: 130514
    record change date: 20170124071401.8
    record identifier: ocn843228806
    language of cataloging:
      language term: eng