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Advanced Algorithms in Computational Biology (C3)

 

Semester: Spring 2011, TIGP-BP
Place
: Institute of Information Science, Academia Sinica, New Building, Rm. 107
Time: Friday Afternoons,  2:00-5:00 PM

References:

 

 

Week

Date

Topics

Lecturers

Slides

Online

Others

1

2011/02/25

Database: An Overview

Mi-Yen Yeh

 

2

2011/03/04

Introduction to Data Mining

Mi-Yen Yeh

 

3

2011/03/11

 

Data Classification: Overview

 

Yuh-Jye Lee

 

 

4

2011/03/18

Optimization Algorithms

Chih-Jen Lin

 

 

 

5

2011/03/25

Support Vector Machines and Large Margin

Hsuan-Tien Lin

 

 

 

6

2011/04/01

Kernel Methods

Hsuan-Tien Lin

 

 

7

2011/04/08

Lab – LibSVM and Weka

Jyh-Ying Peng

 

 

8

2011/04/15

Review week

 

 

 

 

9

2011/04/22

Midterm Exam

 

 

 

 

10

2011/04/29

Advanced Genetic Algorithms and their Applications in Bioinformatics

Huai-Kuang Tsai

 

 

11

2011/05/06

Hidden Markov Models (I)

Hsin-Ming Wang

 

12

2011/05/13

Hidden Markov Models (II)

Hsin-Ming Wang

 

13

2011/05/20

Graphical Models (I)

Hsing-Kuo Pao

 

14

2011/05/27

Graphical Models (II)

Hsing-Kuo Pao

 

 

15

2011/06/03

Conditional Random Field

Tzong-Han Tsai

 

 

16

2011/06/10

Comparative & Evolutionary Genomics

Trees-Juen Chuang

 

17

2011/06/17

Review week

 

 

 

 

18

2011/06/24

Final Exam

 

 

 

 

 

 

Bioinformatics Program, TIGP , Academia Sinica , Taiwan c 2004 - 2011