Degree(s):

• Ph. D.

Research Interests:

• Software engineering
• Data mining
• Radial basis function networks
• Support vector machines

Current Research:

My work in software engineering is focused on the metrics to evaluate software. In the areas of data mining and machine learning, I have been working on the development and application of radial basis function networks and support vector machines for large problems.

Teaching Interests:

• Software engineering
• Data mining
• Database systems

Select Publications:

Radial Basis Functions for Empirical Data Modeling in Software Engineering, Miyoung Shin and Amrit L. Goel, IEEE Transactions on Software Engineering, July 2000

Radial Basis Functions: An Algebraic Approach (with Data Mining Applications), Amrit L. Goel and Miyoung Shin, Tutorial at European Conference on Machine learning, Pisa, Italy, September 2004

Support Vector Machines and Their Applications in Systems Engineering, Hojung Lim and Amrit L. Goel, Tutorial at IEEE HASE Conference, Tampa, Florida, March 2004

Support Vector Machines for Data Modeling with Software Engineering Applications, Hojung Lim and Amrit L. Goel, Springer Handbook of Engineering Statistics, Springer, 2005

Radial Basis Functions for Data Mining, Miyoung Shin and Amrit L. Goel, Springer Handbook of Engineering Statistics , Springer, 2005