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Publications

Journal

1.  Taghi M. Khoshgoftaar, Naeem Seliya and Kehan Gao “Assessment of a New Three-Group Software Quality Classification Technique: An Empirical Case Study”, Empirical Software Engineering, vol. 10, no. 2, 2005, pp 183-218.

 

2.  Taghi M. Khoshgoftaar, Kehan Gao and Nawal H. Ibrahim “Evaluating Indirect and Direct Classification Techniques for Network Intrusion Detection”, Intelligent Data Analysis, vol. 9, no. 3, 2005, pp 309-326.

 

3.  Taghi M. Khoshgoftaar, Naeem Seliya and Kehan Gao “Detecting Noisy Instances with the Rule-Based Classification Model”, Intelligent Data Analysis, vol. 9, no. 4, 2005, pp 347-364 .

 

4.  Taghi M. Khoshgoftaar, Kehan Gao and Robert M. Szabo "Comparing Software Fault Predictions of Pure and Zero-Inflated Poisson Regression Models" International Journal of Systems Science, vol. 36, no. 11, September 2005, pp. 705–715

 

5.  Taghi M. Khoshgoftaar, Kehan Gao and Hua Lin “Indirect Classification Approaches: A Comparative Study in Network Intrusion Detection”, International Journal of Computer Applications in Technology, Special Issue on Data Mining Applications, vol. 27, no. 4, 2006, pp 232-245 .

 

6. Taghi M. Khoshgoftaar and Kehan Gao “Count Models for Software Quality Estimation” IEEE Transactions for Reliability, vol. 56, no. 2, June 2007, pp 212-222.

 

7. Kehan Gao and Taghi M. Khoshgoftaar “A Comprehensive Empirical Study of Count Models for Software Fault Prediction” IEEE Transactions for Reliability, vol. 56, no. 2, June 2007, 223-236 .

 

8. Taghi M. Khoshgoftaar, Lofton A. Bullard and Kehan Gao "A Rule-Based Software Quality Classification Model.'' International Journal of Reliability, Quality, and Safety Engineering, vol. 15, No. 3, 2008, pp. 247--259.

 

Book Chapter 

 

Kehan Gao and Taghi M. Khoshgoftaar “Count Models for Software Quality Estimation", Encyclopedia of Data Warehousing and Mining,  volume 1, John Wang, editor, 2nd ed, IGI Global, 2009, pp 346--352. 

 

Conference

 

1. Taghi M. Khoshgoftaar, Lofton A. Bullard and Kehan Gao "Attribute Selection Using Rough Sets in Software Quality Classification'' 14th ISSAT International Conference on Reliability and Quality in Design, August 7-9, 2008. pp. 146-150.

 

2. Taghi M. Khoshgoftaar and Kehan Gao "An Application of a Rule-Based Model in Software Quality Classification", the 6th IEEE International Conference on Machine Learning and Applications (ICMLA'07) Dec 13-15, 2007 Cincinnati, Ohio, USA
 

3. Taghi M. Khoshgoftaar and Kehan Gao "A Rule-Based Software Quality Classification Model" 13th ISSAT International Conference on Reliability and Quality in Design, August 2-4, 2007, Seattle, Washington, USA.  

 

4. Taghi M. Khoshgoftaar and Kehan Gao "Assessment of a Multi-Strategy Classifier for an Embedded Software System", 18th IEEE International Conference on Tools with Artificial Intelligence, ICTAI 2006, Washing D. C., November 13-15, 2006.  

 

5. Taghi M. Khoshgoftaar and Kehan Gao "Applying Genetic Algorithm Based Optimizer to Software Quality Classification" 12th ISSAT International Conference on Reliability and Quality in Design, August 2-5, 2006, Chicago, Illinois, USA.  

 

6. Zhiwei Xu, Kehan Gao and Taghi M. Khoshgoftaar "Application of Fuzzy Expert System in Test Case Selection for System Regression Test” The 2005 IEEE International Conference on Information Reuse and Integration, IEEE IRI-2005 (Knowledge Acquisition and Management), Aug 15-17, 2005, Las Vegas, Nevada, USA. pp. 120-125

 

7. Taghi M. Khoshgoftaar and Kehan Gao "An Empirical Study of a Hybrid Approach in Softwrae Quality Classification" Eleventh ISSAT International Conference on Reliability and Quality in Design, August 4-6, 2005, St. Louis, Missouri, USA. pp. 111-115

 

8. Taghi M. Khoshgoftaar, Naeem Seliya and Kehan Gao " Rule-Based Noise Detection for Software Measurement Data” The 2004 IEEE International Conference on
Information Reuse and Integration, IEEE IRI-2004, Nov 8-10, 2004, Las Vegas, Nevada, USA. pp. 302-307

 

9. Taghi M. Khoshgoftaar,  Kehan Gao and Yunling Wang "A Comparative Study of Classification Algorithms for Network Intrusion Detection" Tenth ISSAT International Conference on Reliability and Quality in Design, August 5-7, 2004, Las Vegas, Nevada, USA.  

 

10. Taghi M. Khoshgoftaar, Yudong Xiao and Kehan Gao “Multi-Objective Optimization for Module-Order Modeling by CBR GA-Optimizer”, the 16th International Conference on Software Engineering and Knowledge Engineering, SEKE 2004, June 20-24, 2004, Banff Alberta, Canada. pp. 220-225.

 

11. Taghi M. Khoshgoftaar, Laurent Nguyen, Kehan Gao and Jayanth Rajeevalochanam "Application of an Attribute Selection Method to CBR-Based Software Quality Classification", 15th IEEE International Conference on Tools with Artificial Intelligence, ICTAI 2003, Sacramento, California, November 3-5, 2003. pp 47-52. 

 

12. Taghi M. Khoshgoftaar, Kehan Gao, and Yongbin Liu “Three-Group Software Quality Classification Modeling with the TREEDISC Algorithm”, Ninth ISSAT International Conference on Reliability and Quality in Design, Honolulu, Hawaii, USA August 7-9, 2003, International Society of Science and Applied Technologies. pp 178-182.

 

13. Taghi M. Khoshgoftaar and Kehan Gao “An Empirical Study of a Three-Group Software Quality Classification Model”, Ninth ISSAT International Conference on Reliability and Quality in Design, Honolulu, Hawaii, USA August 7-9, 2003, International Society of Science and Applied Technologies. pp 168-172.

 

14. Taghi M. Khoshgoftaar, Lofton A. Bullard, Kehan Gao “Detecting Outliers Using Rule-Based Modeling for Improving CBR-Based Software Quality Classification Models” Case-Based Reasoning Research and Development, 5th International Conference on Case-Based Reasoning, ICCBR 2003, Trondheim, Norway, June 23-26, 2003, Proceedings. Lecture Notes in Computer Science 2689 Springer 2003, pp 216-230.

 

15. Taghi M. Khoshgoftaar, Kehan Gao, and Robert M. Szabo “Classification with Count Models”, Eighth ISSAT International Conference on Reliability and Quality in Design, Anaheim, California, USA, August 7-9, 2002, pp. 180-184. International Society of Science and Applied Technologies.

 

16. Taghi M. Khoshgoftaar, Erik Geleyn, and Kehan Gao “An Empirical Study of the Impact of Count models Predictions on Module-Order Models”, In Proceedings: Eighth IEEE Symposium on Software Metrics, Ottawa, Canada, June 4-7, 2002, pp. 161-172. IEEE Computer Society.

 

17. Taghi M. Khoshgoftaar, Kehan Gao, and Robert M. Szabo “An Application of Zero-Inflated Poisson Regression for Software Fault Prediction”, In Proceedings: Twelfth International Symposium on Software Reliability Engineering, Hong Kong, China, November 2001, pp. 66-73. IEEE Computer Society.

 

18. Taghi M. Khoshgoftaar, Kehan Gao, and Robert M. Szabo “Exploring A Zero-Inflated Poisson Regression Model of Software Quality”, Seventh ISSAT International Conference on Reliability and Quality in Design, Washington D.C., USA, August 2001, pp. 20-25. International Society of Science and Applied Technologies.

 

19. Kehan Gao and Yuandan Lin “On Equivalent Notions of Input-to-State Stability for Nonlinear Discrete Time Systems”, In Proceedings: the IASTED International Conference on Control and Applications, Cancun, Mexico, May 2000, pp. 81--86.

 

       

 


Changed: 09/15/08 Hosted by CS/ECSU Composed by Kehan Gao