Kehan Gao

Publication Activity (10 Years)

Years Active: 2001-2015
Publications (10 Years): 0

Top Topics

Data Preprocessing

Highly Imbalanced

Software Quality

High Dimensionality

Top Venues

Int. J. Softw. Eng. Knowl. Eng.

Publications

Kehan Gao, Taghi M. Khoshgoftaar, Amri Napolitano
Investigating Two Approaches for Adding Feature Ranking to Sampled Ensemble Learning for Software Quality Estimation. Int. J. Softw. Eng. Knowl. Eng. 25 (1) (2015)
Kehan Gao, Taghi M. Khoshgoftaar, Amri Napolitano
Combining Feature Subset Selection and Data Sampling for Coping with Highly Imbalanced Software Data. SEKE (2015)
Kehan Gao, Taghi M. Khoshgoftaar, Amri Napolitano
Aggregating Data Sampling with Feature Subset Selection to Address Skewed Software Defect Data. Int. J. Softw. Eng. Knowl. Eng. 25 (9-10) (2015)
Taghi M. Khoshgoftaar, Kehan Gao, Amri Napolitano
Improving software quality estimation by combining feature selection strategies with sampled ensemble learning. IRI (2014)
Kehan Gao, Taghi M. Khoshgoftaar, Amri Napolitano
Comparing Two Approaches for Adding Feature Ranking to Sampled Ensemble Learning for Software Quality Estimation. SEKE (2014)
Taghi M. Khoshgoftaar, Kehan Gao, Amri Napolitano, Randall Wald
A comparative study of iterative and non-iterative feature selection techniques for software defect prediction. Inf. Syst. Frontiers 16 (5) (2014)
Kehan Gao, Taghi M. Khoshgoftaar, Randall Wald
Combining Feature Selection and Ensemble Learning for Software Quality Estimation. FLAIRS Conference (2014)
Taghi M. Khoshgoftaar, Yudong Xiao, Kehan Gao
Software quality assessment using a multi-strategy classifier. Inf. Sci. 259 (2014)
Kehan Gao, Taghi M. Khoshgoftaar, Amri Napolitano
The Use of Ensemble-Based Data Preprocessing Techniques for Software Defect Prediction. Int. J. Softw. Eng. Knowl. Eng. 24 (9) (2014)
Zhiwei Xu, Kehan Gao, Taghi M. Khoshgoftaar, Naeem Seliya
System regression test planning with a fuzzy expert system. Inf. Sci. 259 (2014)
Kehan Gao, Taghi M. Khoshgoftaar, Amri Napolitano
Improving Software Quality Estimation by Combining Boosting and Feature Selection. ICMLA (1) (2013)
Zhiwei Xu, Yi Liu, Kehan Gao
A novel fuzzy classification to enhance software regression testing. CIDM (2013)
Kehan Gao, Taghi M. Khoshgoftaar, Amri Napolitano
Exploring Ensemble-Based Data Preprocessing Techniques for Software Quality Estimation. SEKE (2013)
Kehan Gao, Taghi M. Khoshgoftaar, Naeem Seliya
Predicting high-risk program modules by selecting the right software measurements. Softw. Qual. J. 20 (1) (2012)
Kehan Gao, Haibin Duan, Yan Xu, Yang Zhang, Zhuoshu Li
Artificial Bee Colony approach to parameters optimization of Pulse Coupled Neural Networks. INDIN (2012)
Taghi M. Khoshgoftaar, Kehan Gao, Amri Napolitano
Exploring an iterative feature selection technique for highly imbalanced data sets. IRI (2012)
Kehan Gao, Taghi M. Khoshgoftaar, Huanjing Wang
Exploring filter-based feature selection techniques for software quality classification. Int. J. Inf. Decis. Sci. 4 (2/3) (2012)
Taghi M. Khoshgoftaar, Kehan Gao, Amri Napolitano
An Empirical Study of Feature Ranking Techniques for Software Quality Prediction. Int. J. Softw. Eng. Knowl. Eng. 22 (2) (2012)
Kehan Gao, Taghi M. Khoshgoftaar, Amri Napolitano
A Hybrid Approach to Coping with High Dimensionality and Class Imbalance for Software Defect Prediction. ICMLA (2) (2012)
Kehan Gao, Taghi M. Khoshgoftaar, Amri Napolitano
Stability of Filter-Based Feature Selection Methods for Imbalanced Software Measurement Data. SEKE (2012)
Kehan Gao, Taghi M. Khoshgoftaar, Amri Napolitano
Impact of Data Sampling on Stability of Feature Selection for Software Measurement Data. ICTAI (2011)
Kehan Gao, Taghi M. Khoshgoftaar
Software Defect Prediction for High-Dimensional and Class-Imbalanced Data. SEKE (2011)
Huanjing Wang, Taghi M. Khoshgoftaar, Jason Van Hulse, Kehan Gao
Metric Selection for Software Defect Prediction. Int. J. Softw. Eng. Knowl. Eng. 21 (2) (2011)
Taghi M. Khoshgoftaar, Kehan Gao, Amri Napolitano
A Comparative Study of Different Strategies for Predicting Software Quality. SEKE (2011)
Kehan Gao, Taghi M. Khoshgoftaar, Huanjing Wang, Naeem Seliya
Choosing software metrics for defect prediction: an investigation on feature selection techniques. Softw. Pract. Exp. 41 (5) (2011)
Huanjing Wang, Taghi M. Khoshgoftaar, Kehan Gao
Ensemble Feature Selection Technique for Software Quality Classification. SEKE (2010)
Taghi M. Khoshgoftaar, Kehan Gao, Jason Van Hulse
A novel feature selection technique for highly imbalanced data. IRI (2010)
Taghi M. Khoshgoftaar, Kehan Gao
Software Engineering with Computational Intelligence and Machine Learning A Novel Software Metric Selection Technique Using the Area Under ROC Curves. SEKE (2010)
Taghi M. Khoshgoftaar, Kehan Gao, Amri Napolitano
An Empirical Study of Predictive Modeling Techniques of Software Quality. BIONETICS (2010)
Kehan Gao, Taghi M. Khoshgoftaar, Jason Van Hulse
An Evaluation of Sampling on Filter-Based Feature Selection Methods. FLAIRS Conference (2010)
Huanjing Wang, Taghi M. Khoshgoftaar, Kehan Gao
A comparative study of filter-based feature ranking techniques. IRI (2010)
Taghi M. Khoshgoftaar, Kehan Gao, Naeem Seliya
Attribute Selection and Imbalanced Data: Problems in Software Defect Prediction. ICTAI (1) (2010)
Huanjing Wang, Taghi M. Khoshgoftaar, Kehan Gao, Naeem Seliya
Mining Data from Multiple Software Development Projects. ICDM Workshops (2009)
Kehan Gao, Taghi M. Khoshgoftaar, Huanjing Wang
An Empirical Investigation of Filter Attribute Selection Techniques for Software Quality Classification. IRI (2009)
Taghi M. Khoshgoftaar, Kehan Gao
Feature Selection with Imbalanced Data for Software Defect Prediction. ICMLA (2009)
Huanjing Wang, Taghi M. Khoshgoftaar, Kehan Gao, Naeem Seliya
High-Dimensional Software Engineering Data and Feature Selection. ICTAI (2009)
Kehan Gao, Taghi M. Khoshgoftaar, Amri Napolitano
Exploring Software Quality Classification with a Wrapper-Based Feature Ranking Technique. ICTAI (2009)
Taghi M. Khoshgoftaar, Kehan Gao
Count Models for Software Quality Estimation. IEEE Trans. Reliab. 56 (2) (2007)
Lofton A. Bullard, Taghi M. Khoshgoftaar, Kehan Gao
An application of a rule-based model in software quality classification. ICMLA (2007)
Kehan Gao, Taghi M. Khoshgoftaar
A Comprehensive Empirical Study of Count Models for Software Fault Prediction. IEEE Trans. Reliab. 56 (2) (2007)
Taghi M. Khoshgoftaar, Kehan Gao, Hua Lin
Indirect classification approaches: a comparative study in network intrusion detection. Int. J. Comput. Appl. Technol. 27 (4) (2006)
Taghi M. Khoshgoftaar, Kehan Gao
Assessment of a Multi-Strategy Classifier for an Embedded Software System. ICTAI (2006)
Taghi M. Khoshgoftaar, Kehan Gao, Robert M. Szabo
Comparing software fault predictions of pure and zero-inflated Poisson regression models. Int. J. Syst. Sci. 36 (11) (2005)
Taghi M. Khoshgoftaar, Naeem Seliya, Kehan Gao
Assessment of a New Three-Group Software Quality Classification Technique: An Empirical Case Study. Empir. Softw. Eng. 10 (2) (2005)
Taghi M. Khoshgoftaar, Naeem Seliya, Kehan Gao
Detecting noisy instances with the rule-based classification model. Intell. Data Anal. 9 (4) (2005)
Taghi M. Khoshgoftaar, Kehan Gao, Nawal H. Ibrahim
Evaluating indirect and direct classification techniques for network intrusion detection. Intell. Data Anal. 9 (3) (2005)
Zhiwei Xu, Kehan Gao, Taghi M. Khoshgoftaar
Application of fuzzy expert system in test case selection for system regression test. IRI (2005)
Taghi M. Khoshgoftaar, Yudong Xiao, Kehan Gao
Multi-Objective Optimization by CBR GA-Optimizer for Module-Order Modeling. SEKE (2004)
Taghi M. Khoshgoftaar, Naeem Seliya, Kehan Gao
Rule-Based Noise Detection for Software Measurement Data. IRI (2004)
Taghi M. Khoshgoftaar, Laurent A. Nguyen, Kehan Gao, Jayanth Rajeevalochanam
Application of an Attribute Selection Method to CBR-Based Software Quality Classification. ICTAI (2003)
Taghi M. Khoshgoftaar, Lofton A. Bullard, Kehan Gao
Detecting Outliers Using Rule-Based Modeling for Improving CBR-Based Software Quality Classification Models. ICCBR (2003)
Taghi M. Khoshgoftaar, Erik Geleyn, Kehan Gao
An Empirical Study of the Impact of Count Models Predictions on Module-Order Models. IEEE METRICS (2002)
Taghi M. Khoshgoftaar, Kehan Gao, Robert M. Szabo
An Application of Zero-Inflated Poisson Regression for Software Fault Prediction . ISSRE (2001)