Huanjing Wang
According to our database1,
Huanjing Wang
authored at least 46 papers
between 2002 and 2024.
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Bibliography
2024
Feature selection strategies: a comparative analysis of SHAP-value and importance-based methods.
J. Big Data, December, 2024
J. Big Data, December, 2024
2023
J. Big Data, December, 2023
Proceedings of the IEEE International Conference on Service-Oriented System Engineering, 2023
Enhancing Credit Card Fraud Detection Through a Novel Ensemble Feature Selection Technique.
Proceedings of the 24th IEEE International Conference on Information Reuse and Integration for Data Science, 2023
A Comparative Study of Model-Agnostic and Importance-Based Feature Selection Approaches.
Proceedings of the 5th IEEE International Conference on Cognitive Machine Intelligence, 2023
2019
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019
2015
On the Stability of Feature Selection Methods in Software Quality Prediction: An Empirical Investigation.
Int. J. Softw. Eng. Knowl. Eng., 2015
An Empirical Investigation on Wrapper-Based Feature Selection for Predicting Software Quality.
Int. J. Softw. Eng. Knowl. Eng., 2015
Proceedings of the 27th International Conference on Software Engineering and Knowledge Engineering, 2015
2014
Choosing the Best Classification Performance Metric for Wrapper-based Software Metric Selection for Defect Prediction.
Proceedings of the 26th International Conference on Software Engineering and Knowledge Engineering, 2014
Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, 2014
2013
A Study of Software Metric Selection Techniques: stability Analysis and Defect Prediction Model Performance.
Int. J. Artif. Intell. Tools, 2013
A Study on First Order Statistics-Based Feature Selection Techniques on Software Metric Data.
Proceedings of the 25th International Conference on Software Engineering and Knowledge Engineering, 2013
Proceedings of the IEEE 14th International Conference on Information Reuse & Integration, 2013
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013
2012
Exploring filter-based feature selection techniques for software quality classification.
Int. J. Inf. Decis. Sci., 2012
An Empirical Study of Software Metric Selection Techniques for Defect Prediction.
Proceedings of the 24th International Conference on Software Engineering & Knowledge Engineering (SEKE'2012), 2012
A novel dataset-similarity-aware approach for evaluating stability of software metric selection techniques.
Proceedings of the IEEE 13th International Conference on Information Reuse & Integration, 2012
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012
An Empirical Study on the Stability of Feature Selection for Imbalanced Software Engineering Data.
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
An Empirical Study of Software Metrics Selection Using Support Vector Machine.
Proceedings of the 23rd International Conference on Software Engineering & Knowledge Engineering (SEKE'2011), 2011
Measuring robustness of Feature Selection techniques on software engineering datasets.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2011
Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011
Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011
Proceedings of the Twenty-Fourth International Florida Artificial Intelligence Research Society Conference, 2011
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 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
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2010
A Comparative Study of Ensemble Feature Selection Techniques for Software Defect Prediction.
Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010
Proceedings of the 2010 IEEE International Conference on Granular Computing, 2010
2009
A Novel Hybrid Search Algorithm for Feature Selection.
Proceedings of the 21st International Conference on Software Engineering & Knowledge Engineering (SEKE'2009), 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
Proceedings of the ICDM Workshops 2009, 2009
2008
Categorical Data Transformation Methods for Neural Networks.
Proceedings of the 2008 International Conference on Information & Knowledge Engineering, 2008
Proceedings of the 46th Annual Southeast Regional Conference, 2008
2005
Performance comparison of location areas and reporting centres under individualised mobility models.
Int. J. High Perform. Comput. Netw., 2005
Improved variable and value ranking techniques for mining categorical traffic accident data.
Expert Syst. Appl., 2005
Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005
Strategies to Improve Variable Selection Performance.
Proceedings of The 2005 International Conference on Information and Knowledge Engineering, 2005
2004
Proceedings of the 42nd Annual Southeast Regional Conference, 2004
2002
Performance Comparison of Location Areas and Reporting Centers Under Aggregate Movement Behavior Mobility Models.
Proceedings of the 31st International Conference on Parallel Processing (ICPP 2002), 2002