|Present||Associate Professor, Western Kentucky University ‐ Department of Computer Science|
1906 College Heights Blvd. #11076
Bowling Green, KY 42101-1076
Office: COHH 4139
A Comparative Study of Filter-based Feature Ranking Techniques
Proceedings of the 11th IEEE International Conference on Information Reuse and Integration (IRI 2010) (2010)
One factor that affects the success of machine learning is the presence of irrelevant or redundant information in the training ...
A Comparative Study of Threshold-based Feature Selection Techniques
Proceedings of 2010 IEEE International Conference on Granular Computing (GrC 2010) (2010)
Abstract Given high-dimensional software measurement data, researchers and practitioners often use feature (metric) selection techniques to improve the performance of ...
High-Dimensional Software Engineering Data and Feature Selection
2009 21st IEEE International Conference on Tools with Artificial Intelligence (2009)
Software metrics collected during project development play a critical role in software quality assurance. A software practitioner is very keen ...
An Empirical Investigation of Filter Attribute Selection Techniques for Software ...
10th IEEE International Conference on Information Reuse and Integration (2009)
Attribute selection is an important activity in data preprocessing for software quality modeling and other data mining problems. The software ...
A Novel Hybrid Search Algorithm for Feature Selection
21st International Conference on Software Engineering and Knowledge Engineering (SEKE 2009) (2009)
Data mining is the exploration and analysis of large datasets for discovering hidden knowledge and patterns. The various techniques from ...