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George Mason University

2016-2017 University Catalog

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2016-2017 University Catalog

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CS 584 - Theory and Applications of Data Mining

Credits: 3
Not Repeatable for Credit
Offered by Computer Science

Concepts and techniques in data mining and multidisciplinary applications. Topics include databases; data cleaning and transformation; concept description; association and correlation rules; data classification and predictive modeling; performance analysis and scalability; data mining in advanced database systems, including text, audio, and images; and emerging themes and future challenges.

Equivalent to CS 659 (2014-2015 Catalog).

Prerequisite(s): CS 310 and STAT 344.
Schedule Type: LEC
Hours of Lecture or Seminar per week: 3
Hours of Lab or Studio per week: 0

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CS 584 - Theory and Applications of Data Mining