Download 1) Margaret H. Dunham. Data Mining Introductory and Advanced

UNIVERSITI MALAYA
UNIT PENGURUSAN PENJAMINAN KUALITI
[email protected]
COURSE INFORMATION (CURRENT SEMESTER)
IMPORTANT: Contents of this Course Information (Current Semester) should not be changed without the
approval from the relevant department / division.
Academic Year :
2010/2011
1
Semester :
Course Code :
Course Title :
Credit Hours :
Course Pre-requisite(s) /
Minimum Requirement(s) :
WMES3320
FUNDAMENTALS OF DATA MINING AND WAREHOUSING
3
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Main References :
1) Margaret H. Dunham. Data Mining Introductory and
Advanced Topics. Prentice Hall, 2003.
2) Jiawei Han, Micheline Kamber, Data Mining Concepts and
Techniques, Morgan Kaufmann Publishers, 2001.
3) Teh Ying Wah, Introduction to Data Mining, UM Press 2006.
Teaching Materials /
Equipments :
textbooks, white board, projector.
Teaching-Learning
Method:
Teaching – Lecture, Discussion, Lab
Lecturer :
Dr. Teh Ying Wah
Room :
AD21
Telephone / e-mail :
03-79676370/ [email protected]
Lecture Session
- Day / Time :
Thursday
Room :
BK3
Tutorial / Practical Session
- Day / Time :
Tuesday
10.00 am – 10.50 pm
BT2
Room :
Important Dates :
4.00 pm – 5.50 pm
Midterm :
23/9/2010
Final examination: Nov/Dec 2010
UM-PT01-PK03-BR004(BI)-S00
UNIVERSITI MALAYA
UNIT PENGURUSAN PENJAMINAN KUALITI
[email protected]
COURSE INFORMATION (CURRENT SEMESTER)
TEACHING SCHEDULE
WEEK
LECTURE / TUTORIAL / ASSIGNMENT TOPIC
REFERENCES /
TEACHING MATERIALS
/ EQUIPMENTS
Introduction I
Teh Ying Wah,
Introduction to Data
Mining, UM Press 2006
Chapter 1 (page 1 – 5)
Introduction II
Teh Ying Wah,
Introduction to Data
Mining, UM Press 2006
Chapter 1 (page 6 - 11)
Data Warehouses I
Teh Ying Wah,
Introduction to Data
Mining, UM Press 2006
Chapter 2 (page 19 – 21)
Data Warehouses II
Teh Ying Wah,
Introduction to Data
Mining, UM Press 2006
Chapter 2 (page 22 – 25)
Pre-mining I
Teh Ying Wah,
Introduction to Data
Mining, UM Press 2006
Chapter 3 (page 31 – 35)
Pre-mining II
Teh Ying Wah,
Introduction to Data
Mining, UM Press 2006
Chapter 3 (page 36 – 43)
1
2
3
4
5
6
Classification I
Teh Ying Wah,
Introduction to Data
Mining, UM Press 2006
Chapter 4 (page 47 – 50)
7
8
Classification II
UM-PT01-PK03-BR004(BI)-S00
Teh Ying Wah,
Introduction to Data
Mining, UM Press 2006
Chapter 4 (page 51 – 67)
UNIVERSITI MALAYA
UNIT PENGURUSAN PENJAMINAN KUALITI
[email protected]
COURSE INFORMATION (CURRENT SEMESTER)
9
Break
10
Break
Mid Term Test
Association Rule I
Teh Ying Wah,
Introduction to Data
Mining, UM Press 2006
Chapter 5 (page 71 – 73)
Association Rule II
Teh Ying Wah,
Introduction to Data
Mining, UM Press 2006
Chapter 6 (page 74 – 81)
Clustering I
Teh Ying Wah,
Introduction to Data
Mining, UM Press 2006
Chapter 6 (page 87 – 90)
11
12
13
Clustering II
Teh Ying Wah,
Introduction to Data
Mining, UM Press 2006
Chapter 6 (page 90 – 96)
14
Student Presentation
15
16
Revision
UM-PT01-PK03-BR004(BI)-S00
-