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Advanced Algorithms in Computational Biology (C3)

 

Semester: Spring 2013, TIGP-BP
Place
: Institute of Information Science, Academia Sinica, Old Building, Rm. 108
Time: Friday Afternoons,  2:00-5:00 PM

References:

1. Pattern Classification (Duda, Harg, and Stork, 2001)  

2. An Introduction to Support Vector Machines and Other Kernel-based Learning Methods  

   (Cristianini and Shawe-Taylor, 2000)    

    3. First Course in Database Systems (3rd Edition, Ullman and Widom, 2007)

 

Week

Date

Topics

Lecturers

Slides

Online

Others

1

2013/02/22

Database: An Overview

Chi-Yao Tseng

http://tigpbp.iis.sinica.edu.tw/pic/icon_download.gif 

 

 

2

2013/03/01

Introduction to Data Mining

Chi-Yao Tseng

http://tigpbp.iis.sinica.edu.tw/pic/icon_download.gif 

 

 

3

2013/03/08

Data Classification: Overview

Yuh-Jye Lee

http://tigpbp.iis.sinica.edu.tw/pic/icon_download.gif 

 

 

4

2013/03/15

Optimization Algorithms

Wen-Liang Hwang

http://tigpbp.iis.sinica.edu.tw/pic/icon_download.gif 

 

 

5

2013/03/22

Support Vector Machines and Large Margin

Wen-Liang Hwang

 

 

 

6

2012/03/29

Kernel Methods

Hsuan-Tien Lin

 

 

 

7

2013/04/12

Lab – LibSVM and Weka @724

Jyh-Ying Peng

 

 

 

8

2013/04/12

Review week

 

 

 

 

9

2013/04/19

Midterm Exam

 

 

 

 

10

2013/04/26

Advanced Genetic Algorithms and their Applications in Bioinformatics

Huai-Kuang Tsai

   

 

11

2013/05/03

Hidden Markov Models (I)

Yu Tsao

 

 

 

12

2013/05/10

Hidden Markov Models (II)

Yu Tsao

 

 

 

13

2013/05/17

Graphical Models (I)

Hsing-Kuo Pao

 

 

 

14

2013/05/24

Graphical Models (II)

Hsing-Kuo Pao

   

 

15

2013/05/31

Conditional Random Field

Tzong-Han Tsai

   

 

16

2013/06/07

Comparative & Evolutionary Genomics

Trees-Juen Chuang

   

 

17

2013/06/14

Review week

 

 

 

 

18

2013/06/21

Final Exam

 

 

 

 

 

 

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