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: Contemporary perspectives in data mining
  name:
    name part: Lawrence, Kenneth D.
    role:
      role term: editor.
  name:
    name part: Klimberg, Ronald K.
    role:
      role term: editor.
  type of resource: text
  genre: bibliography
  genre: elektronické knihy
  genre: electronic books
  origin info:
    place:
      place term: enk
    date issued: 2012
    copyright date: 2012
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: remote
    extent: 1 online resource (254 pages)
  abstract: The series, Contemporary Perspectives on Data Mining, is composed of blind refereed scholarly research methods and applications of data mining. This series will be targeted both at the academic community, as well as the business practitioner.Data mining seeks to discover knowledge from vast amounts of data with the use of statistical and mathematical techniques. The knowledge is extracted form this data by examining the patterns of the data, whether they be associations of groups or things, predictions, sequential relationships between time order events or natural groups.Data mining applications are seen in finance (banking, brokerage, insurance), marketing (customer relationships, retailing, logistics, travel), as well as in manufacturing, health care, fraud detection, home-land security, and law enforcement.
  table of contents: Section A: Methodological studies -- Chapter 1. Frame selection based on mixtures of trees in discrete data / Hui Zhao, Xing Wang, Wei Yuan, Susan X. Li, and Zhimin Huang -- Chapter 2. Data mining techniques for quality improvement / Seoung Bum Kim -- Chapter 3. Big bang data generation: Reinforcement for the discriminant problem / Gregory Smith -- Chapter 4. Business analytics: Today's green? / Ronald K. Klimberg and B. D. McCullough -- Chapter 5. Change point plots: A graphical method for identifying changes in the distribution of a random variable over time / James J. Cochran -- Section B: Financial studies -- Chapter 6. Discovering the co-movement structure of Chinese stock market by space with em algorithm / ShiYuan He, Xing Wang, Wei Yuan, Susan X. Li, and Zhimin Huang -- Chapter 7. Knowledge discovery for continuous financial assurance using multiple types of digital information / Daniel E. O'Leary -- Chapter 8. Regression estimation of a cost function with severe data problems and extreme values of observations in the maintenance and repair activities of backbone internet providers / Kenneth D. Lawrence, Dinesh R. Pai, and Sheila M. Lawrence -- Section C: Behavioral studies -- Chapter 9. Data mining's usefulness for assessing market segmentation performance / Paul Mangiameli, Illya Mowerman, Albert Della Bitta, and James Mangiameli -- Chapter 10. Measuring the semantic and representational consistency of interconnected structured and unstructured data for data mining applications / Roger Blake and Paul Mangiameli -- Chapter 11. Clustering and principal components analyses to understand student motivations and ethical approaches to academic ethics with recommendations for curricular change / Virginia M. Miori, Kelly A. Doyle, and Kathleen Campbell -- About the editor.
  note: edited by Kenneth D. Lawrence and Ronald K. Klimberg.
  note: Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty
  note: Includes bibliographical references.
  subject:
    topic: Data mining
  subject:
    topic: Computers
    topic: Data Science
    topic: General
  subject:
    topic: Data mining
  subject:
    topic: Data capture and analysis
  subject:
    topic: Data science and analysis: general
  classification: 006.3/12
  classification: 62
  related item:
    title info:
      title: Contemporary perspectives in data mining
  identifier: 9781806614387
  identifier: https://proxy.k.utb.cz/login
  access condition: Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty
  record info:
    record content source: DLC
    record creation date: 121115
    record change date: 20121115163437.0
    record identifier: em-9781806614387
    language of cataloging:
      language term: eng