Li, Guoliang 李国亮

(PhD candidate)

Medical Computing Lab
School of Computing
National University of Singapore
Computing 1, Law Link
Singapore 117590
Telephone: +65 6516 8402

Welcome to my homepage! I am a Ph.D. student under Prof. Leong Tze-Yun.

 

Research interests: biomedical data analysis, data mining, machine learning, Bayesian networks and probabilistic graphical models

 

I will graduate soon and currently I am looking for a job. My CV is here.

Journal Papers

4

Li, Guoliang, Steel Mike, Louxin Zhang, More Taxa Are Not Necessarily Better For the Reconstruction of Ancestral Character States, Systematic Biology 57 (4) (2008) 647-653 (link)

3

AH. Morris, J. Orme,Jr., JD Truwit, J. Steingrub, C. Grissom, KH Lee, Guoliang Li, BT Thompson, R. Brower, M. Tidswell, G. Bernard, D. Sorenson, K. Sward, H. Zheng, D. Schoenfeld, H. Warner, A replicable method for blood glucose control in critically ill patients, Critical Care Medicine. 36(6):1787-1795, June 2008 (journal link)

2

Guoliang Li, Tze-Yun Leong and L. Zhang, Translation Initiation Sites Prediction with Mixture Gaussian Models in Human cDNA Sequences, IEEE Transactions on Knowledge and Data Engineering, 17 (2005), pp. 1152-1160. (PDF)
It is the extended version of the paper in WABI 2004.

1

Guoliang Li and Tze-Yun Leong, Feature Selection for the Prediction of Translation Initiation Sites, Genomics, Proteomics & Bioinformatics, 3 (2005), pp. 73-83. (PDF)
It is the extended version of the paper in MEDINFO 2004.

Conference and Workshop Papers

12

Wei Liu, Weidong Xu, Lihua Li, Guoliang Li, Two new bag generators with multi-instance learning for image retrieval, To appear in The 3rd IEEE Conference on Industrial Electronics and Applications (ICIEA 2008)

11

Guoliang Li, Jian Ma, Louxin Zhang, Selecting Genomes for Reconstruction of Ancestral Genomes, Proceedings of the Fifth Annual RECOMB Satellite Workshop on Comparative Genomics (RECOMB-CG), LNBI 4751 (2007) 110-121.

10

Guoliang Li, Tze-Yun LEONG, Biomedical Knowledge Discovery with Topological Constraints Modeling in Bayesian Networks: A Preliminary Report, in: World Congress on Health (Medical) Informatics (MedInfo) (IOS Press, Brisbane, Australia, 2007) 560-565,  (PDF) (PPT) (code)

9

Qiongyu Chen, Guoliang Li, Tze-Yun Leong, Chew-Kiat Heng, Predicting Coronary Artery Disease with Medical Profile and Gene Polymorphisms Data, in: World Congress on Health (Medical) Informatics (MedInfo) (IOS Press, Brisbane, Australia, 2007) 1219-1224.

8

Rohit Joshi, Guoliang Li, and Tze-Yun Leong, Context-aware Probabilistic Reasoning for Proactive Healthcare, 2nd Workshop on Artificial Intelligence Techniques for Ambient Intelligence (AITAmI’07), jointed with IJCAI2007

7

Guoliang Li, T.-Y. Leong, L. Zhang, B. Han, Estimating Relative Transcriptional Time Delays from Multiple Microarray Time-Series Data, in: The 3rd Annual RECOMB Satellite Workshop on Regulatory Genomics (2006) 138-139. (PDF)

6

Guoliang Li and Tze-Yun Leong, A framework to learn Bayesian Networks from changing, multiple-source biomedical data, Proceedings of the 2005 AAAI Spring Symposium on Challenges to Decision Support in a Changing World, Stanford University, CA, USA, 2005, pp. 66-72. (PDF)

5

Guoliang Li, Tze-Yun Leong and L. Zhang, Translation Initiation Sites Prediction with Mixture Gaussian Models, the Proceedings of the 4th Workshop on Algorithms in Bioinformatics (WABI 2004), LNBI 3240, Bergen, Norway, 2004, pp. 338-349. (PDF)

4

B. Han, Tze-Yun Leong and Guoliang Li, Learning the Dynamic Bayesian Networks Structure of Ventilation Process in a Linear System Identification Perspective, working note of IEEE Workshop on Life Science Data Mining, 2004. (PDF)

3

Guoliang Li and Tze-Yun Leong, A Feature-based Data Mining Approach to Improve Translation Initiation Site Prediction (Abstract), Proceedings of the World Congress on Medical Informatics (MEDINFO), San Francisco, USA, 2004, pp. 1716. (PDF)

2

K. Agrawal, A. Virkar, Guoliang Li, H. Ang, H. Han, S. Tang and V. Bajic, Splice site recognition by support vector machines, Bioinformatics and Genomics: Methods, Data, and Predictions Workshop (BGMDP2002), part of the Post-Genome Knowledge Discovery, IMS & LIT, Singapore, 2002.

1

A. Virkar, Guoliang Li, K. Agrawal, H. Ang, H. Han, S. Tang and V. Bajic, Self-organizing neural networks as filters of clean start codons, Bioinformatics and Genomics: Methods, Data, and Predictions Workshop (BGMDP2002), part of the Post-Genome Knowledge Discovery, IMS & LIT, Singapore, 2002.

Patents

1.      Tan Min, Jing Fengshui, Liang Zize, Li Guoliang, and Wang Yue. Open framework for industrial robot control, China patent for utility model CN2447131, issued on 2001.09.12

2.      Tan Min, Liang Zize, Li Guoliang, Jing Fengshui, and Wang Yue. Open framework for industrial robot control through vision, China patent for utility model CN2510250, issued on 2002.09.11

3.      Tan Min, Jing Fengshui, Liang Zize, Li Guoliang, and Wang Yue. Open control framework for industrial robots, China patent for invention CN1344600, issued on 2002.04.17

4.      Tan Min, Liang Zize, Li Guoliang, and Jing Fengshui. Open framework for industrial robot control through vision, China patent  for invention CN1417006, issued on 2003.05.14

Back to my homepage    last updated:02/02/2008 by Li Guoliang 李国亮    © Copyright by Li Guoliang 2006