CAP 6673: Data Mining and Machine Learning

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References - Research Papers

Reference # Title Authors PDF PostScript
01

Developing Accurate Software Quality Models Using a Faster, Easier, and Cheaper Method.

Taghi M. Khoshgoftaar, Linda Lim, Erik Geleyn reference01.pdf reference01.ps
02 Predicting Fault-Prone Modules In Embedded Systems Using Analogy Based Classification Models Taghi M. Khoshgoftaar, Bojan Cukic, Naeem Seliya reference02.pdf reference02.ps
03 Logistic Regression Modeling of Software Quality Taghi M. Khoshgoftaar, Edward B. Allen reference03.pdf reference03.ps
04 A Practical Classification Rule for Software Quality Models Taghi M. Khoshgoftaar, Edward B. Allen reference04.pdf reference04.ps
05 Ordering Fault-Prone Software Modules Taghi M. Khoshgoftaar, Edward B. Allen reference05.pdf reference05.ps
06 Classification of Fault-Prone Software Modules Taghi M. Khoshgoftaar, Edward B. Allen reference06.pdf reference06.ps
07 Modeling Software Quality: The Software Measurement Analysis and Reliability Toolkit Taghi M. Khoshgoftaar, Edward B. Allen, Jason C. Busboom reference07.pdf reference07.ps
08 Using Classification Trees for Software Quality Models: Lesson Learned Taghi M. Khoshgoftaar, Edward B. Allen, Archana Naik reference08.pdf reference08.ps
09 A Comparative Study of Ordering and Classification of Fault-Prone Software Modules Taghi M. Khoshgoftaar, Edward B. Allen reference09.pdf reference09.ps
10 Controlling Overfitting in Classification-Tree Models of Software Quality Taghi M. Khoshgoftaar, Edward B. Allen reference10.pdf reference10.ps
11 Balancing Misclassification Rates in Classification-Tree Models of Software Quality Taghi M. Khoshgoftaar, Edward B. Allen reference11.pdf reference11.ps
12 Data Mining of Software Development Databases Taghi M. Khoshgoftaar, Edward B. Allen, Wendell D. Jones, John P. Hudepohl reference12.pdf reference12.ps
13 An Empirical Study of the Impact of Count Models Predictions on Module-Order Models Taghi M. Khoshgoftaar, Erik Geleyn, Kehan Gao reference13.pdf reference13.ps
14 Cost-Benefit Analysis of Software Quality Models Taghi M. Khoshgoftaar, Edward B. Allen, Wendell D. Jones, John P. Hudepohl reference14.pdf reference14.ps
15 Selected chapter of "Implementation of a Three-Group Classification Model Using Case-Based Reasoning" Huiming Song reference15.pdf reference15.ps

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