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CP5605 - Advanced Data Mining and Knowledge Discovery

Credit points: 3
Year: 2015
Student Contribution Band: Band 2
Administered by: College of Business, Law & Governance

Topics include artificial intelligence techniques for data mining, dimension reduction methods and analytical methods for clustering and pattern detection.

Learning Outcomes

  • Understand the working principles of data mining and knowledge discovery in databases;
  • Develop data mining techniques using C++/Java;
  • Analyse large datasets using data mining techniques;
  • Use contemporary data mining suites;
  • Utilise practical examples of data mining.
Assumed
Knowledge:
Basic knowledge of relational databases and proficiency in at least one programming language.
Inadmissible
Subject
Combinations:
CP3300 CP3403 CP5634

Availabilities

Cairns, Study Period 1, Internal
Census Date 26-Mar-2015
Coord/Lect: Dr Kyungmi Joanne Lee.
Workload expectations:
  • 24 hours lectures
  • 12 hours tutorials
Assessment: end of semester exam (50%); presentations (10%); assignments (20%); report (20%).

Cairns, Study Period 2, Internal
Census Date 27-Aug-2015
Coord/Lect: Dr Kyungmi Joanne Lee.
Workload expectations:
  • 24 hours lectures
  • 12 hours tutorials
Assessment: end of semester exam (50%); presentations (10%); assignments (20%); report (20%).

JCU Brisbane, Study Period 21, Internal
Census Date 02-Apr-2015
Coordinator: Dr Kyungmi Joanne Lee, <Person not found>
Lecturer: Dr Paul Darwen.
Workload expectations:
  • 24 hours lectures
  • 12 hours tutorials
Assessment: end of semester exam (50%); presentations (10%); assignments (20%); report (20%).

JCU Brisbane, Study Period 22, Internal
Census Date 13-Aug-2015
Coordinator: Dr Kyungmi Joanne Lee
Lecturer: Dr Paul Darwen.
Workload expectations:
  • 24 hours lectures
  • 12 hours tutorials
Assessment: end of semester exam (50%); presentations (10%); assignments (20%); report (20%).

JCU Brisbane, Study Period 23, Internal
Census Date 10-Dec-2015
Coordinator: Dr Kyungmi Joanne Lee
Lecturer: Dr Paul Darwen.
Workload expectations:
  • 24 hours lectures
  • 12 hours tutorials
Assessment: end of semester exam (50%); presentations (10%); assignments (20%); report (20%).

JCU Singapore, Study Period 51, Internal
Census Date 09-Apr-2015
Coord/Lect: Dr Kyungmi Joanne Lee, Dr Insu Song.
Workload expectations:
  • 24 hours lectures
  • 12 hours tutorials
Assessment: end of semester exam (50%); presentations (10%); assignments (20%); report (20%).

JCU Singapore, Study Period 53, Internal
Census Date 26-Nov-2015
Coordinator: Dr Kyungmi Joanne Lee
Lecturer: Dr Insu Song.
Workload expectations:
  • 24 hours lectures
  • 12 hours tutorials
Assessment: end of semester exam (50%); presentations (10%); assignments (20%); report (20%).

Townsville, Study Period 1, Internal
Census Date 26-Mar-2015
Coordinator: Dr Kyungmi Joanne Lee
Workload expectations:
  • 24 hours lectures
  • 12 hours tutorials
Assessment: end of semester exam (50%); presentations (10%); assignments (20%); report (20%).

Townsville, Study Period 2, Internal
Census Date 27-Aug-2015
Coord/Lect: Dr Kyungmi Joanne Lee.
Workload expectations:
  • 24 hours lectures
  • 12 hours tutorials
Assessment: end of semester exam (50%); presentations (10%); assignments (20%); report (20%).

Note: Minor variations might occur due to the continuous Subject quality improvement process, and in case of minor variation(s) in assessment details, the Subject Outline represents the latest official information.