Conducted in
terms:
Winter Semester 2019/20
Summer Semester 2019/20
Winter Semester 2019/20
Summer Semester 2019/20
ECTS credits:
6
Organized by:
Faculty of Mechanical Engineering
Knowledge based systems IS-FME-00142
Description:
Lectures:Knowledge discovery methods-main assumptions. Association rules. Data minnig techniques, algorithmsI: LERS, Apriori, ID3, C4.5, ARAS, DEAR. SCIKD. Discretization methods, Action rules mining. Laboratories: Analysis of algorithms. Introduction of WEKA and Rosetta programme. Extracting rules from information systems using WEKA and Rosetta tools.Building distributed information systemon the basis of obtained knowledge.
Requirements:
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