CP5605 - Advanced Data Mining and Knowledge Discovery
| Credit points: | 03 |
| Year: | 2013 |
| Student Contribution Band: | Band 2 |
| Administered by: | School of Business |
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.
Graduate Qualities
- The ability to appraise information critically;
- The ability to conceptualise problems;
- The ability to plan, conduct and manage research in their discipline;
- The ability to communicate the methodology, results and implications of their research in a manner appropriate to different purposes and audiences.
| Assumed Knowledge: | Basic knowledge of relational databases and proficiency in at least one programming language. |
| Inadmissible Subject Combinations: | CP3300 |
Availabilities | |
| Townsville, Internal, Study Period 2 | |
| Census Date 29-Aug-2013 | |
| Coordinator: | Assoc. Professor Ickjai Lee |
| Lecturer: | Dr Hossein Ghodosi. |
| Contact hours: |
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| Assessment: | end of semester exam (50%); presentations (10%); assignments (20%); report (20%). |
| Cairns, Internal, Study Period 2 | |
| Census Date 29-Aug-2013 | |
| Coord/Lect: | Assoc. Professor Ickjai Lee. |
| Contact hours: |
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| Assessment: | end of semester exam (50%); presentations (10%); assignments (20%); report (20%). |
| JCU Singapore, Internal, Study Period 51 | |
| Census Date 21-Mar-2013 | |
| Coordinator: | Assoc. Professor Ickjai Lee |
| Lecturer: | Dr Insu Song. |
| Contact hours: |
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| Assessment: | end of semester exam (50%); presentations (10%); assignments (20%); report (20%). |
| JCU Singapore, Internal, Study Period 53 | |
| Census Date 14-Nov-2013 | |
| Coord/Lect: | Dr Insu Song. |
| Contact hours: |
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| Assessment: | end of semester exam (50%); presentations (10%); assignments (20%); report (20%). |
| JCU Brisbane, Internal, Study Period 22 | |
| Census Date 15-Aug-2013 | |
| Coordinator: | Assoc. Professor Ickjai Lee |
| Lecturer: | Mr Paul Darwen. |
| Contact hours: |
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| Assessment: | end of semester exam (50%); presentations (10%); assignments (20%); report (20%). |
| JCU Brisbane, Internal, Study Period 23 | |
| Census Date 13-Dec-2013 | |
| Coordinator: | Assoc. Professor Ickjai Lee |
| Lecturer: | Mr Paul Darwen. |
| Contact hours: |
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| 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.