Kehan Gao
According to our database1,
Kehan Gao
authored at least 54 papers
between 2001 and 2015.
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Bibliography
2015
Aggregating Data Sampling with Feature Subset Selection to Address Skewed Software Defect Data.
Int. J. Softw. Eng. Knowl. Eng., 2015
Investigating Two Approaches for Adding Feature Ranking to Sampled Ensemble Learning for Software Quality Estimation.
Int. J. Softw. Eng. Knowl. Eng., 2015
Combining Feature Subset Selection and Data Sampling for Coping with Highly Imbalanced Software Data.
Proceedings of the 27th International Conference on Software Engineering and Knowledge Engineering, 2015
2014
A comparative study of iterative and non-iterative feature selection techniques for software defect prediction.
Inf. Syst. Frontiers, 2014
The Use of Ensemble-Based Data Preprocessing Techniques for Software Defect Prediction.
Int. J. Softw. Eng. Knowl. Eng., 2014
Comparing Two Approaches for Adding Feature Ranking to Sampled Ensemble Learning for Software Quality Estimation.
Proceedings of the 26th International Conference on Software Engineering and Knowledge Engineering, 2014
Improving software quality estimation by combining feature selection strategies with sampled ensemble learning.
Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, 2014
Proceedings of the Twenty-Seventh International Florida Artificial Intelligence Research Society Conference, 2014
2013
Exploring Ensemble-Based Data Preprocessing Techniques for Software Quality Estimation.
Proceedings of the 25th International Conference on Software Engineering and Knowledge Engineering, 2013
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2013
2012
Softw. Qual. J., 2012
Int. J. Softw. Eng. Knowl. Eng., 2012
Exploring filter-based feature selection techniques for software quality classification.
Int. J. Inf. Decis. Sci., 2012
Stability of Filter-Based Feature Selection Methods for Imbalanced Software Measurement Data.
Proceedings of the 24th International Conference on Software Engineering & Knowledge Engineering (SEKE'2012), 2012
Proceedings of the IEEE 13th International Conference on Information Reuse & Integration, 2012
Artificial Bee Colony approach to parameters optimization of Pulse Coupled Neural Networks.
Proceedings of the IEEE 10th International Conference on Industrial Informatics, 2012
A Hybrid Approach to Coping with High Dimensionality and Class Imbalance for Software Defect Prediction.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012
2011
Choosing software metrics for defect prediction: an investigation on feature selection techniques.
Softw. Pract. Exp., 2011
Int. J. Softw. Eng. Knowl. Eng., 2011
A Comparative Study of Different Strategies for Predicting Software Quality.
Proceedings of the 23rd International Conference on Software Engineering & Knowledge Engineering (SEKE'2011), 2011
Software Defect Prediction for High-Dimensional and Class-Imbalanced Data.
Proceedings of the 23rd International Conference on Software Engineering & Knowledge Engineering (SEKE'2011), 2011
Impact of Data Sampling on Stability of Feature Selection for Software Measurement Data.
Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011
2010
Ensemble Feature Selection Technique for Software Quality Classification.
Proceedings of the 22nd International Conference on Software Engineering & Knowledge Engineering (SEKE'2010), Redwood City, San Francisco Bay, CA, USA, July 1, 2010
Software Engineering with Computational Intelligence and Machine Learning A Novel Software Metric Selection Technique Using the Area Under ROC Curves.
Proceedings of the 22nd International Conference on Software Engineering & Knowledge Engineering (SEKE'2010), Redwood City, San Francisco Bay, CA, USA, July 1, 2010
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2010
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2010
Proceedings of the 22nd IEEE International Conference on Tools with Artificial Intelligence, 2010
Proceedings of the Twenty-Third International Florida Artificial Intelligence Research Society Conference, 2010
Proceedings of the Bio-Inspired Models of Network, Information, and Computing Systems, 2010
2009
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009
An Empirical Investigation of Filter Attribute Selection Techniques for Software Quality Classification.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2009
Proceedings of the ICTAI 2009, 2009
Exploring Software Quality Classification with a Wrapper-Based Feature Ranking Technique.
Proceedings of the ICTAI 2009, 2009
Proceedings of the International Conference on Machine Learning and Applications, 2009
Proceedings of the ICDM Workshops 2009, 2009
2007
IEEE Trans. Reliab., 2007
Proceedings of the Sixth International Conference on Machine Learning and Applications, 2007
2006
Indirect classification approaches: a comparative study in network intrusion detection.
Int. J. Comput. Appl. Technol., 2006
Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), 2006
2005
Comparing software fault predictions of pure and zero-inflated Poisson regression models.
Int. J. Syst. Sci., 2005
Intell. Data Anal., 2005
Evaluating indirect and direct classification techniques for network intrusion detection.
Intell. Data Anal., 2005
Assessment of a New Three-Group Software Quality Classification Technique: An Empirical Case Study.
Empir. Softw. Eng., 2005
Application of fuzzy expert system in test case selection for system regression test.
Proceedings of the 2005 IEEE International Conference on Information Reuse and Integration, 2005
2004
Multi-Objective Optimization by CBR GA-Optimizer for Module-Order Modeling.
Proceedings of the Sixteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2004), 2004
Proceedings of the 2004 IEEE International Conference on Information Reuse and Integration, 2004
2003
Application of an Attribute Selection Method to CBR-Based Software Quality Classification.
Proceedings of the 15th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2003), 2003
Detecting Outliers Using Rule-Based Modeling for Improving CBR-Based Software Quality Classification Models.
Proceedings of the Case-Based Reasoning Research and Development, 2003
2002
Proceedings of the 8th IEEE International Software Metrics Symposium (METRICS 2002), 2002
2001
Proceedings of the 12th International Symposium on Software Reliability Engineering (ISSRE 2001), 2001