Page 58 - 2017 Brochure
P. 58
究員
王大為 Da-Wei Wang
Research Fellow
Ph.D., Computer Science, Yale Univeristy, United States
Tel: +886-2-2788-3799 ext. 1729 Fax: +886-2-2782-4814
Email: wdw@iis.sinica.edu.tw
http://www.iis.sinica.edu.tw/pages/wdw
• President & Computer Science Chair Professor, National Chung Hsing University (2011-2015)
• Distinguished Research Fellow (1998-present) & Director, Institute of Information Science, Academia Sinica (1998-2008)
• Assistant Professor (1978), Associate Professor (1981), Professor (1986-99), Electrical Engineering and Computer Science, Northwestern
University
Research Description information theory and economic models. Most recently, I have
worked closely with Centers for Disease Control in Taiwan to use
My research interests are in the theoretical foundation of computer computer simulations to facilitate decision making processes. We
science and in applying fundamental tools to various areas. I am developed an efficient agent-based stochastic simulator to study
most interested in understanding the structure of objects to be the spatial transmission patterns of influenza. We also studied
manipulated computationally, classifying the resources needed problems related to vaccination strategy, such as searching
for various computational problems, and identifying more efficient for appropriate strategies with different objectives and different
algorithms. In the application field, I am interested in information social structures in the population. In this project, we applied a
privacy, simulation and medical informatics. I was previously surrogate assisted genetic algorithm to make the search process
involved in the design of information privacy protection mechanisms more efficient, and we plan to apply machine learning methods to
and the development of privacy regulations in medical research. construct better surrogate functions.
We developed a prototype system, CellSecu, to safeguard personal
privacy. The system checks if datasets that are intended to be
released contain too much personal information. The system
is based on an appropriate logic model, which we discovered.
We also proposed a method to quantify privacy leakage with
Publications 6. Yang-chih Fu, Da-Wei Wang, Jen-Hsiang Chuang, “Representative
Contact Diaries for Modeling the Spread of Infectious Diseases in
1. Zong-De Jian, Tsan-Sheng Hsu and Da-Wei Wang, “Searching Taiwan,” PLoS ONE, volume 7, number 10, pages e45113, October
Vaccination Strategy with Surrogate-assisted Evolutionary 2012.
Computing,” SIMULTECH 2016, July 2016.
7. Te-Kang Jan, Da-Wei Wang, Chi-Hung Lin and Hsuan-Tien Lin, “A
2. Hung-Jui Chang, Jen-Hsiang Chuang, Yang-Chih Fu, Tsan-Sheng Simple Methodology of Soft Cost-sensitive Classification,” ACM
Hsu1, Chi-Wen Hsueh, Shu-Chen Tsai, Da-Wei Wang, “The Impact SIGKDD International Conference on Knowledge Discovery and Data
of Household Structures on Pandemic Influenza Vaccination Priority,” Mining (ACM KDD), August 2012.
SIMULTECH 2015, July 2015.
8. Meng-Tsung Tsai, Tsurng-Chen Chern, Jen-Hsiang Chuang, Chih-
3. Hung-Jui Chang, Jen-Hsiang Chuang, Tsurng-Chen Chern, Mart Stein, Wen Hsueh, Hsu-Sung Kuo, Churn-Jung Liau, Steven Riley, Bing-Jie
Richard Coker, Da-Wei Wang and Tsan-sheng Hsu, “A Comparison Shen, Chih-Hao Shen, Da-Wei Wang, Tsan- Sheng Hsu, “Efficient
Between a Deterministic, Compartmental Model and an Individual
Based-stochastic Model for Simulating the Transmission Dynamics 9. Kung Chen, Yuan-Chun Chang, Da-Wei Wang, “Aspect-oriented
of Pandemic Influenza,” Proceedings of the 4th International design and implementation of adaptable access control for Electronic
Conference Simulation and Modeling Methodologies, Technologies Medical Records,” International Journal of Medical Informatics,
and Applications (SIMULTECH), pages 586--594, August 2014. volume 79, number 3, pages 181-203, March 2010.
4. Chia-Tung Kuo, Da-Wei Wang and Tsan-sheng Hsu, “Simple and 10. Ting-Ting Liu, You-Hsuan Lin, Chia-Sui Hung, Tian-Jiun Liu, Yu
efficient algorithms to get finer resolution in a stochastic discrete time Chen, Yung-Ching Huang, Tsung-Heng Tsai, Huai-Hsien Wang,
agent-based simulation,” Simulation and Modeling Methodologies, Da- Wei Wang, Juen-Kai Wang, Yuh-Lin Wang, and Chi-Hung Lin,
Technologies and Applications Advances in Intelligent Systems and “A high speed detection platform based on surface-enhanced Raman
Computing, volume 256, pages 97-109, 2014. scattering for monitoring antibiotic- induced chemical changes in
bacteria cell wall,” PloS ONE, volume 4, pages e5470-1 ~ e5470-10,
5. Ting-Yu Liu, Yu Chen, Huai-Hsien Wang, Yen-Lin Huang, Yuan- 2009.
Chun Chao, Kun-Tong Tsai, Wei-Chih Cheng, Chih-Yuan Chuang,
Yi-Ho Tsai, Chung-Yueh Huang, Da-Wei Wang, Chi-Hung Lin, Juen-
Kai Wang, and Yuh-Lin Wang, “Differentiation of Bacteria Cell Wall
Using Raman Scattering Enhanced by Nanoparticle Array,” Journal of
Nanoscience and Nanotechnology, volume 12, number 6, pages 5004-
5008, June 2012.
56 研究人員 Research Faculty
王大為 Da-Wei Wang
Research Fellow
Ph.D., Computer Science, Yale Univeristy, United States
Tel: +886-2-2788-3799 ext. 1729 Fax: +886-2-2782-4814
Email: wdw@iis.sinica.edu.tw
http://www.iis.sinica.edu.tw/pages/wdw
• President & Computer Science Chair Professor, National Chung Hsing University (2011-2015)
• Distinguished Research Fellow (1998-present) & Director, Institute of Information Science, Academia Sinica (1998-2008)
• Assistant Professor (1978), Associate Professor (1981), Professor (1986-99), Electrical Engineering and Computer Science, Northwestern
University
Research Description information theory and economic models. Most recently, I have
worked closely with Centers for Disease Control in Taiwan to use
My research interests are in the theoretical foundation of computer computer simulations to facilitate decision making processes. We
science and in applying fundamental tools to various areas. I am developed an efficient agent-based stochastic simulator to study
most interested in understanding the structure of objects to be the spatial transmission patterns of influenza. We also studied
manipulated computationally, classifying the resources needed problems related to vaccination strategy, such as searching
for various computational problems, and identifying more efficient for appropriate strategies with different objectives and different
algorithms. In the application field, I am interested in information social structures in the population. In this project, we applied a
privacy, simulation and medical informatics. I was previously surrogate assisted genetic algorithm to make the search process
involved in the design of information privacy protection mechanisms more efficient, and we plan to apply machine learning methods to
and the development of privacy regulations in medical research. construct better surrogate functions.
We developed a prototype system, CellSecu, to safeguard personal
privacy. The system checks if datasets that are intended to be
released contain too much personal information. The system
is based on an appropriate logic model, which we discovered.
We also proposed a method to quantify privacy leakage with
Publications 6. Yang-chih Fu, Da-Wei Wang, Jen-Hsiang Chuang, “Representative
Contact Diaries for Modeling the Spread of Infectious Diseases in
1. Zong-De Jian, Tsan-Sheng Hsu and Da-Wei Wang, “Searching Taiwan,” PLoS ONE, volume 7, number 10, pages e45113, October
Vaccination Strategy with Surrogate-assisted Evolutionary 2012.
Computing,” SIMULTECH 2016, July 2016.
7. Te-Kang Jan, Da-Wei Wang, Chi-Hung Lin and Hsuan-Tien Lin, “A
2. Hung-Jui Chang, Jen-Hsiang Chuang, Yang-Chih Fu, Tsan-Sheng Simple Methodology of Soft Cost-sensitive Classification,” ACM
Hsu1, Chi-Wen Hsueh, Shu-Chen Tsai, Da-Wei Wang, “The Impact SIGKDD International Conference on Knowledge Discovery and Data
of Household Structures on Pandemic Influenza Vaccination Priority,” Mining (ACM KDD), August 2012.
SIMULTECH 2015, July 2015.
8. Meng-Tsung Tsai, Tsurng-Chen Chern, Jen-Hsiang Chuang, Chih-
3. Hung-Jui Chang, Jen-Hsiang Chuang, Tsurng-Chen Chern, Mart Stein, Wen Hsueh, Hsu-Sung Kuo, Churn-Jung Liau, Steven Riley, Bing-Jie
Richard Coker, Da-Wei Wang and Tsan-sheng Hsu, “A Comparison Shen, Chih-Hao Shen, Da-Wei Wang, Tsan- Sheng Hsu, “Efficient
Between a Deterministic, Compartmental Model and an Individual
Based-stochastic Model for Simulating the Transmission Dynamics 9. Kung Chen, Yuan-Chun Chang, Da-Wei Wang, “Aspect-oriented
of Pandemic Influenza,” Proceedings of the 4th International design and implementation of adaptable access control for Electronic
Conference Simulation and Modeling Methodologies, Technologies Medical Records,” International Journal of Medical Informatics,
and Applications (SIMULTECH), pages 586--594, August 2014. volume 79, number 3, pages 181-203, March 2010.
4. Chia-Tung Kuo, Da-Wei Wang and Tsan-sheng Hsu, “Simple and 10. Ting-Ting Liu, You-Hsuan Lin, Chia-Sui Hung, Tian-Jiun Liu, Yu
efficient algorithms to get finer resolution in a stochastic discrete time Chen, Yung-Ching Huang, Tsung-Heng Tsai, Huai-Hsien Wang,
agent-based simulation,” Simulation and Modeling Methodologies, Da- Wei Wang, Juen-Kai Wang, Yuh-Lin Wang, and Chi-Hung Lin,
Technologies and Applications Advances in Intelligent Systems and “A high speed detection platform based on surface-enhanced Raman
Computing, volume 256, pages 97-109, 2014. scattering for monitoring antibiotic- induced chemical changes in
bacteria cell wall,” PloS ONE, volume 4, pages e5470-1 ~ e5470-10,
5. Ting-Yu Liu, Yu Chen, Huai-Hsien Wang, Yen-Lin Huang, Yuan- 2009.
Chun Chao, Kun-Tong Tsai, Wei-Chih Cheng, Chih-Yuan Chuang,
Yi-Ho Tsai, Chung-Yueh Huang, Da-Wei Wang, Chi-Hung Lin, Juen-
Kai Wang, and Yuh-Lin Wang, “Differentiation of Bacteria Cell Wall
Using Raman Scattering Enhanced by Nanoparticle Array,” Journal of
Nanoscience and Nanotechnology, volume 12, number 6, pages 5004-
5008, June 2012.
56 研究人員 Research Faculty
