Kehan Gao

According to our database1, Kehan Gao authored at least 54 papers between 2001 and 2015.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2015
Aggregating Data Sampling with Feature Subset Selection to Address Skewed Software Defect Data.
International Journal of Software Engineering and Knowledge Engineering, 2015

Investigating Two Approaches for Adding Feature Ranking to Sampled Ensemble Learning for Software Quality Estimation.
International Journal of Software Engineering and Knowledge Engineering, 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.
Information Systems Frontiers, 2014

System regression test planning with a fuzzy expert system.
Inf. Sci., 2014

Software quality assessment using a multi-strategy classifier.
Inf. Sci., 2014

The Use of Ensemble-Based Data Preprocessing Techniques for Software Defect Prediction.
International Journal of Software Engineering and Knowledge Engineering, 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

Combining Feature Selection and Ensemble Learning for Software Quality Estimation.
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

Improving Software Quality Estimation by Combining Boosting and Feature Selection.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

A novel fuzzy classification to enhance software regression testing.
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2013

2012
Predicting high-risk program modules by selecting the right software measurements.
Software Quality Journal, 2012

An Empirical Study of Feature Ranking Techniques for Software Quality Prediction.
International Journal of Software Engineering and Knowledge Engineering, 2012

Exploring filter-based feature selection techniques for software quality classification.
IJIDS, 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

Exploring an iterative feature selection technique for highly imbalanced data sets.
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. Exper., 2011

Metric Selection for Software Defect Prediction.
International Journal of Software Engineering and Knowledge Engineering, 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

A comparative study of filter-based feature ranking techniques.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2010

A novel feature selection technique for highly imbalanced data.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2010

Attribute Selection and Imbalanced Data: Problems in Software Defect Prediction.
Proceedings of the 22nd IEEE International Conference on Tools with Artificial Intelligence, 2010

An Evaluation of Sampling on Filter-Based Feature Selection Methods.
Proceedings of the Twenty-Third International Florida Artificial Intelligence Research Society Conference, 2010

An Empirical Study of Predictive Modeling Techniques of Software Quality.
Proceedings of the Bio-Inspired Models of Network, Information, and Computing Systems, 2010

2009
Count Models for Software Quality Estimation.
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

High-Dimensional Software Engineering Data and Feature Selection.
Proceedings of the ICTAI 2009, 2009

Exploring Software Quality Classification with a Wrapper-Based Feature Ranking Technique.
Proceedings of the ICTAI 2009, 2009

Feature Selection with Imbalanced Data for Software Defect Prediction.
Proceedings of the International Conference on Machine Learning and Applications, 2009

Mining Data from Multiple Software Development Projects.
Proceedings of the ICDM Workshops 2009, 2009

2007
Count Models for Software Quality Estimation.
IEEE Trans. Reliability, 2007

A Comprehensive Empirical Study of Count Models for Software Fault Prediction.
IEEE Trans. Reliability, 2007

An application of a rule-based model in software quality classification.
Proceedings of the Sixth International Conference on Machine Learning and Applications, 2007

2006
Indirect classification approaches: a comparative study in network intrusion detection.
IJCAT, 2006

Assessment of a Multi-Strategy Classifier for an Embedded Software System.
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. Systems Science, 2005

Detecting noisy instances with the rule-based classification model.
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.
Empirical Software Engineering, 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

Rule-Based Noise Detection for Software Measurement Data.
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
An Empirical Study of the Impact of Count Models Predictions on Module-Order Models.
Proceedings of the 8th IEEE International Software Metrics Symposium (METRICS 2002), 2002

2001
An Application of Zero-Inflated Poisson Regression for Software Fault Prediction .
Proceedings of the 12th International Symposium on Software Reliability Engineering (ISSRE 2001), 2001


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