INFS4203/INFS7203 Data Mining

Announcement

29 Oct 2009	Please take a non-programmable Calculator for the Final Examination. Click here for the INFS4203/INFS7203 past Exam Papers
30 July 2009	Welcome to INFS4203 and INFS7203 Data Mining Course. Please read the Course Profile and understand the expectations of this course. Tutorial (Friday) start from Week 3.

Course Information:

• Lecture Hour: 14:00 - 15:50 Thursday 45-204
• Tutorial Hour: 14:00 - 14:50 Friday 78-420

·         INFS4203 Course Profile

·         INFS7203 Course Profile

Instructors

• Associate Professor Xue Li
  Address: Rm. 650, Building 78
  Email: xueli at itee.uq.edu.au

• Dr Heng Tao Shen
  Address: Rm. 651, Building 78
  Email: shenht at itee.uq.edu.au

Your Current Results: - INFS4203, - INFS7203 ^new

Lecture Notes

• 01 Introduction to Data Mining (Handout)
• 02 Association Rule Mining (Handout)
• 03 Classification I (Handout)
• 04 Classification II  (Handout) (Tutorial Reading)
• 05 Clustering I (Handout)
• 06 Clustering II  (Handout)
• 07 Reading (no Lecture)
• 08 Middle Semester Examination (during lecture time) (The content covers the topics of weeks 1-6 )
• 09 Text Mining  (PPT)
• 10 Web Mining (PPT)
• 11 Sequence Mining (PPT)
• 12 Reading (no Lecture)
• 13 Revision of the Course

Tutorials

• 01 Data Issues                Solution (Tut Slides)
• 02 Association Rule Mining    Solution
• 03 Classification I           Solution
• 04 Classification II          Solution (Article: K-Means and K-Medoids)
• 05 Clustering                 Solution
• 06 Text Mining        Solution
• 07 Web Mining        Solution
• 08 Sequence Mining         Solution

 

Assignments

• 01 Association Rule (Due Date: Thursday 27 August 2009 - Week 5 Lecture time)
• 02 Classification (Due Date: Friday 11 Sep 2009 - Week 7 Tut time)
• 03 Text Mining (Due Date: Friday 9 Oct 2009 - Week 10 Tut time)
• 04 Web Mining (Due Date: Friday 16 Oct 2009 - Week 11 Tut time)