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CI6227 Data Mining

by Kuiyu Chang — last modified Aug 25, 2008 09:54 PM

The knowledge discovery process; data preparation; Supervised and unsupervised learning. Machine learning: decision tree induction, rule induction, nearest neighbour categorisation, cluster analysis, Bayesian learning and neural networks; Web mining: content, structure and usage mining; Information mining software and tools; Recommender systems and intelligent information retrieval; spiders; semantic Web; information agents and brokers.

Link Download — by Kuiyu Chang — last modified Aug 25, 2008 01:49 PM
Lecture slides, lab material, past exams/quizzes
Document Syllabus — by Kuiyu Chang — last modified Aug 25, 2008 02:46 PM
Tentative, subject to change.
FaqFolder FAQ — by Kuiyu Chang — last modified Aug 25, 2008 07:23 AM
Anything about the course
Document Books — by Kuiyu Chang — last modified Aug 25, 2008 02:29 PM
You should consider getting at least the text. The references are listed in ascending order of difficulty/levels, i.e. first book is introductory, last book is the hardest.
Folder News — by Kuiyu Chang — last modified Aug 25, 2008 07:23 AM
 
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