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Contemporary perspectives in data mining. Volume 1 / edited by Kenneth D. Lawrence, Ronald K. Klimberg.

Contributor(s): Material type: TextTextSeries: Contemporary perspectives in data miningPublisher: Charlotte, NC : Information Age Publishing, [2012]Copyright date: ©2012Description: 1 online resource (vi, 247 pages) : illustrationsContent type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9781623960575
  • 1623960576
Subject(s): Genre/Form: DDC classification:
  • 006.3/12 23
LOC classification:
  • QA76.9.D343 C64 2012eb
Online resources:
Contents:
Machine generated contents note: SECTION A METHODOLOGICAL STUDIES -- 1. Frame Selection Based on Mixtures of Trees in Discrete Data / Zhimin Huang -- 2. Data Mining Techniques for Quality Improvement / Seoung Bum Kim -- 3. Big Bang Data Generation: Reinforcement for the Discriminant Problem / Gregory Smith -- 4. Business Analytics -- Today's Green? / B.D. McCullough -- 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 -- 6. Discovering the Co-movement Structure of Chinese Stock Market by SPACE with EM Algorithm / Zhimin Huang -- 7. Knowledge Discovery for Continuous Financial Assurance Using Multiple Types of Digital Information / Daniel E. O'Leary -- 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 / Sheila M. Lawrence -- SECTION C BEHAVIORAL STUDIES -- 9. Data Mining's Usefulness For Assessing Market Segmentation Performance / James Mangiameli -- 10. Measuring the Semantic and Representational Consistency of Interconnected Structured and Unstructured Data for Data Mining Applications / Paul Mangiameli -- 11. Clustering and Principal Components Analyses to Understand Student Motivations and Ethical Approaches to Academic Ethics with Recommendations for Curricular Change / Kathleen Campbell.
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Online resource; title from PDF title page (EBSCO, viewed July 10, 2017).

Includes bibliographical references.

Machine generated contents note: SECTION A METHODOLOGICAL STUDIES -- 1. Frame Selection Based on Mixtures of Trees in Discrete Data / Zhimin Huang -- 2. Data Mining Techniques for Quality Improvement / Seoung Bum Kim -- 3. Big Bang Data Generation: Reinforcement for the Discriminant Problem / Gregory Smith -- 4. Business Analytics -- Today's Green? / B.D. McCullough -- 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 -- 6. Discovering the Co-movement Structure of Chinese Stock Market by SPACE with EM Algorithm / Zhimin Huang -- 7. Knowledge Discovery for Continuous Financial Assurance Using Multiple Types of Digital Information / Daniel E. O'Leary -- 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 / Sheila M. Lawrence -- SECTION C BEHAVIORAL STUDIES -- 9. Data Mining's Usefulness For Assessing Market Segmentation Performance / James Mangiameli -- 10. Measuring the Semantic and Representational Consistency of Interconnected Structured and Unstructured Data for Data Mining Applications / Paul Mangiameli -- 11. Clustering and Principal Components Analyses to Understand Student Motivations and Ethical Approaches to Academic Ethics with Recommendations for Curricular Change / Kathleen Campbell.

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