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Applications of data mining ( 6 points, SCA Band 2, 0.125 EFTSL)


Leader: K M Ting

Gippsland First semester 2005 (Day)
Gippsland First semester 2005 (OCL)
OS-HKG-CID First semester 2005 (OCL)
Singapore First semester 2005 (OCL)

Synopsis: Motivation and the need for data mining, various aspects at each step of the process involved in solving a data mining problem, basic principles of different data mining methods, the nature of different data mining operations, the relationship between data mining methods and operations, and the connection between data mining operations and application areas, using case studies to bridge the connection between hands-on experience and real-world applications, and expose the students to current major research issues in solving data mining problems.

Assessment: Assignments worth 50% of the total unit assessment. A 2-hour examination worth 50% of the total unit assessment.

Prerequisites: GCO 2815 or equivalent

Prohibitions: CSE3212