37 citations · 86 across the 4 of their papers we have counts for
4 papers
The Impact of Correlated Metrics on Defect Models
Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, Ahmed E. Hassan
Defect models are analytical models that are used to build empirical theories that are related to software quality. Prior studies often derive knowledge from such models using inte…
The Impact of Automated Parameter Optimization on Defect Prediction Models
Chakkrit Tantithamthavorn, Shane McIntosh, Ahmed E. Hassan +1
Defect prediction models---classifiers that identify defect-prone software modules---have configurable parameters that control their characteristics (e.g., the number of trees in a…
The Impact of Class Rebalancing Techniques on the Performance and Interpretation of Defect Prediction Models
Chakkrit Tantithamthavorn, Ahmed E. Hassan, Kenichi Matsumoto
Defect prediction models that are trained on class imbalanced datasets (i.e., the proportion of defective and clean modules is not equally represented) are highly susceptible to pr…
Model based system engineering approach of a lightweight embedded TCP/IP
M. Z. Rashed, Ahmed E. Hassan, Ahmed I. Sharaf
The use of embedded software is growing very rapidly. Accessing the internet is a necessary service which has large range of applications in many fields. The Internet is based on T…