Jason Ding's Home Page at Computer Science Dept. of GSU!

Resume/CV

Computational Intelligence, Bioinformatics, Machine Learning, Data Mining, Information Retrieval, and Algorithms.

Aug. 2006 - Ph.D. Student in Computer Science, Georgia State University. Advisor: Yan-Qing Zhang. GPA:4.0/4
Apr. 2006 M.S. in Computer Science, Beijing Jiaotong University, Beijing, China. Advisor: Jian Yu.
Jul. 2003 B.S. in Computer Science, Northern Jiaotong University, Beijing, China.

2007 Fellowship of Molecular Basis of Disease Program at Georgia State University.
2007 Excellent Professional Service Award for IEEE BIBE07, Boston-Cambridge, USA.

Aug. 2006 - now Graduate Research Assistant, Georgia State University, Atlanta, GA.

Learned the application of machine learning methods(SVM, Neural Networks, Association Rule, and Genetic Algorithm, etc) on Bioinformatics
Analyzed datasets with huge number of features and small samples to classify diseases
Designed an new genetic clustering algorithm with dynamic length of chromosomes

(Baidu.Com is the Biggest Chinese Search Engine on the Internet: www.baidu.com)
Developed a algorithm to classify similar texts by using Chinese word segmentation and clustering algorithm
Implemented the Management System for Baidu Mp3, Image, and News Product
Familar with the process of designing new service from the requirement documents to the final implementation
Skilled in communicating with Product Market and Testing colleagues and writing documents for each step

Jul. 2004 - Feb. 2006 Research Assistant, Beijing Jiaotong University, Beijing, China.

Natural Science Foundation Project: Research of Partitional Clustering Algorithms
Analyzed clustering algorithms, especially partitional and newest clustering algorithms
Summarized the essence of a clustering algorithm and its distribution assumption
Discovered the relationship of some clustering algorithms with Occam's razor Theory
Conducted experiments to test the theoretical result by using MATLAB, wrote part of Technical Report

Mainly responsible for Web Log Mining, by using machine learning methods and statistical learning theory
Analyzed the Apache log of Baidu IKnow Product to find the potential models or behavior about the visitors
Developed a Management System of Baidu Product ( IKnow, POST) for formal employees of Baidu

May. 2005 - Feb. 2006 Research Assistant, Beijing Jiaotong University, Beijing, China

Natural Science Foundation Project: Co-evolutionary Learning Methods and Application in Data Mining
Chose proper initial conditions of evolutionary methods to avoid local maximum or get better results
Compared performance between genetic algorithms and other iterative algorithms for optimal value

Nov. 2007 Volunteer, The 2007 IEEE Int'l Conference on Granular Computing (GrC 2007), Silicon Valley, CA, USA.
Oct. 2007 Web Chair, IEEE 7th Int'l Conference on Bioinformatics and Bioengineering (BIBE07 ), Boston-Cambridge, USA.
Jul. 2007 - Program Chair of the Executive Committee of GSU Student Chapter of Association for Computing Machinery.
Jun. 2007 Referee of Int'l Symposium on Neural Networks (ISNN07), Nanjing, China.
May 2007 Referee of Int'l Symposium on Bioinformatics Research and Applications (ISBRA 07), Atlanta, USA.
Oct. 2005 Registration Chair, 1st China Conference on Classification and Application (CSCA2005), Beijing, China.
2005 Referee of Journal of Computer Research and Development (Chinese), Beijing, China.