Teaching schedule of Techniques of Data Mining for Transportation

No.

Topic

Number of lecture

1

Introduction to Data Mining

2

2

Data pre-processing

4

3

Outlier mining

4

4

Decision trees

4

5

Support vector machine

4

6

Neural networks

4

7

Ensemble leaning

4

8

Instance based learning

2

9

Presentation

4

10

Final exam

2