Data Mining (Spring 2009)

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Course Information (Spring 2009)

General Information
  • Course Number: CE6020 @ NCU, Taiwan
  • Location: E6-A212
  • Semester: Spring 2009, Tuesday 2:00pm-5:00pm
  • Target students: Senior undergraduates, graduates
Instructor
Teaching Assistant
  • Stanley Fan
  • Office Hours:
Evaluation and Grading
  • Two~Three Assignments: 40%
  • Project: 30%
  • Presence: 10%
  • Exam: 20%
Schedule
Textbook
  • Pang-Ning Tan, Michael Steinbach, and Vipin Kumar, Introduction to Data Mining, Pearson International Edition, 2005.
  • Book information online Kumar, Thomo
Course Topics
  • Preliminary (2~3weeks)
  • Predictive data mining (4 weeks)
  • Association rule mining (3 weeks)
  • Cluster analysis (3 weeks)
  • Sequence labeling (2 weeks)
  • Learning to rank (2 weeks)