SelectedWorks - Dr. Huanjing Wang

Contact

Selected Works of Dr. Huanjing Wang

Professor, School of Engineering and Applied Sciences - Computer Science

I am a professor in the department of Computer Science at Western Kentucky University. My current research interests include data mining, machine learning, and software engineering. I am a member of ACM and IEEE.

Works
About

×

About Dr. Huanjing Wang

I am a professor in the department of Computer Science at Western Kentucky University. My current research interests include data mining, machine learning, and software engineering. I am a member of ACM and IEEE.

Present	Associate Professor, Western Kentucky University ‐ Department of Computer Science
Institution Organization Position Type Position Title Time Period to Options Current Position Affiliate my profile with this Institution

Cancel

Computer Sciences and Software Engineering

Data Mining, Software Engineering, and Software Quality Engineering

Homepage

1906 College Heights Blvd. #11076
Bowling Green, KY 42101-1076
Office: COHH 4139
Phone: 270-745-2672
Fax: 270-745-3699

Email:

A Novel Dataset-similarity-aware Approach for Evaluating Stability of Software Metric ...

Proceedings The 13th IEEE International Conference on Information Reuse and Integration (IRI 2012) (2012)

Huanjing Wang, Taghi M. Khoshgoftaar, Randall Wald and Amri Napolitano

Stability and Classification Performance of Feature Selection Techniques.

the 10th International Conference on Machine Learning and Applications (ICMLA 2011) (2011)

Huanjing Wang, Taghi M. Khoshgoftaar and Qianhui Althea Liang

Measuring Stability of Threshold-based Feature Selection Techniques

The 23rd IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2011) (2011)

Huanjing Wang and Taghi M. Khoshgoftaar

Measuring Robustness of Feature Selection Techniques on Software Engineering Datasets

Proceedings The 12th IEEE International Conference on Information Reuse and Integration (IRI 2011) (2011)

Huanjing Wang, Taghi M Khoshgoftaar and Randall Wald

A Comparative Study of Filter-based Feature Ranking Techniques

Proceedings of the 11th IEEE International Conference on Information Reuse and Integration (IRI 2010) (2010)

Huanjing Wang, Taghi M. Khoshgoftaar and Kehan Gao

One factor that affects the success of machine learning is the presence of irrelevant or redundant information in the training ...

A Comparative Study of Threshold-based Feature Selection Techniques

Proceedings of 2010 IEEE International Conference on Granular Computing (GrC 2010) (2010)

Huanjing Wang, Taghi M. Khoshgoftaar and Jason Van Hulse

Abstract Given high-dimensional software measurement data, researchers and practitioners often use feature (metric) selection techniques to improve the performance of ...

Mining Data from Multiple Software Development Projects

The 9th IEEE International Conference on Data Mining - Workshops (IEEE ICDMW 09) (2009)

Huanjing Wang, Taghi M. Khoshgoftaar, Kehan Gao and Naeem Seliya

A large system often goes through multiple software project development cycles, in part due to changes in operation and development ...

High-Dimensional Software Engineering Data and Feature Selection

2009 21st IEEE International Conference on Tools with Artificial Intelligence (2009)

Huanjing Wang, Taghi M. Khoshgoftaar and kehan Gao

Software metrics collected during project development play a critical role in software quality assurance. A software practitioner is very keen ...

An Empirical Investigation of Filter Attribute Selection Techniques for Software ...

10th IEEE International Conference on Information Reuse and Integration (2009)

Kehan Gao, Taghi M. Khoshgoftaar and Huanjing Wang

Attribute selection is an important activity in data preprocessing for software quality modeling and other data mining problems. The software ...

A Novel Hybrid Search Algorithm for Feature Selection

21st International Conference on Software Engineering and Knowledge Engineering (SEKE 2009) (2009)

Pengpeng Lin, Huanjing Wang and Taghi M. Khoshgoftaar

Data mining is the exploration and analysis of large datasets for discovering hidden knowledge and patterns. The various techniques from ...

Categorical Data Transformation Methods for Neural Networks

In Proceedings of the 2008 International Conference on Information and Knowledge Engineering (2008)

Huanjing Wang, Guangming Xing and Kairui Chen

Xdiff+: A Visualization System for XML Document and Schema

In Proceedings of 46th ACM Southeast Regional Conference (2008)

Guangming Xing, Zhonghang Xia and Huanjing Wang

Improved Variable and Value Ranking Techniques for Mining Categorical Data

Expert Systems of Applications (2005)

Huanjing Wang, Allen Parish, Randy K Smith and Susan Vrbsky

Strategies to Improve Variable Selection Performance

In Proceedings of the 2005 International Conference on Information and Knowledge Engineering (2005)

Huanjing Wang, Allen Parish, Randy K Smith and Susan Vrbsky

Data Mining to Improve Traffic Safety

UTCA Report 04107 (2005)

Randy K Smith and Huanjing Wang

Variable Selection and Ranking for Analyzing Automobile Traffic Accident Data

In Proceedings of 20th Annual ACM Symposium on Applied Computing (2005)

Performance Comparison of Location Areas and Reporting Centers under Individualized ...

International Journal of High Performance Computing and Networking (2005)

Huanjing Wang and Jingyuan Zhang

Automated Selection of Auto Crash Causes

In Proceedings of 42th ACM Southeast Regional Conference (2004)

Huanjing Wang, Hui-Chuan Chen and Allen Parish

Performance Comparison of Location Areas and Reporting Centers under Aggregate ...

In Proceedings of the 31th Annual International Conference on Parallel Processing (ICPP02) (2002)

Huanjing Wang, Guangbin Fan and Jingyuan Zhang