Qinbao Song

According to our database, Qinbao Song authored at least 56 papers between 2003 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Ensemble Learning Based Classification Algorithm Recommendation.

Guangtao Wang, Qinbao Song, Xiaoyan Zhu

CoRR, 2021

2019

A Comprehensive Investigation of the Role of Imbalanced Learning for Software Defect Prediction.

Qinbao Song, Yuchen Guo, Martin J. Shepperd

IEEE Trans. Software Eng., 2019

PLAC: Partitioning Based Lazy Classification.

Wei Song, He Jiang, Fan Ma, Qinbao Song, Guangtao Wang

J. Softw., 2019

A new unsupervised feature selection algorithm using similarity-based feature clustering.

Xiaoyan Zhu, Yu Wang, Yingbin Li, Yonghui Tan, Guangtao Wang, Qinbao Song

Comput. Intell., 2019

2017

LinkLPA: A Link-Based Label Propagation Algorithm for Overlapping Community Detection in Networks.

Heli Sun, Jiao Liu, Jianbin Huang, Guangtao Wang, Xiaolin Jia, Qinbao Song

Comput. Intell., 2017

2016

Automatic Clustering via Outward Statistical Testing on Density Metrics.

Guangtao Wang, Qinbao Song

IEEE Trans. Knowl. Data Eng., 2016

A machine learning based software process model recommendation method.

Qinbao Song, Xiaoyan Zhu, Guangtao Wang, Heli Sun, He Jiang, Chenhao Xue, Baowen Xu, Wei Song

J. Syst. Softw., 2016

A Strategy to Determine When to Stop Using Automatic Bug Localization.

Zhendong Shi, Jacky W. Keung, Kwabena Ebo Bennin, Nachai Limsettho, Qinbao Song

Proceedings of the 40th IEEE Annual Computer Software and Applications Conference, 2016

2015

Backward Path Growth for Efficient Mobile Sequential Recommendation.

Jianbin Huang, Xuejun Huangfu, Heli Sun, Hui Li, Peixiang Zhao, Hong Cheng, Qinbao Song

IEEE Trans. Knowl. Data Eng., 2015

An analysis of programming language statement frequency in C, C++, and Java source code.

Xiaoyan Zhu, E. James Whitehead Jr., Caitlin Sadowski, Qinbao Song

Softw. Pract. Exp., 2015

A novel ensemble method for classifying imbalanced data.

Zhongbin Sun, Qinbao Song, Xiaoyan Zhu, Heli Sun, Baowen Xu, Yuming Zhou

Pattern Recognit., 2015

TripRec: An Efficient Approach for Trip Planning with Time Constraints.

Heli Sun, Jianbin Huang, Xinwei She, Zhou Yang, Jiao Liu, Jianhua Zou, Qinbao Song, Dong Wang

Int. J. Data Warehous. Min., 2015

An empirical analysis of package-modularization metrics: Implications for software fault-proneness.

Yangyang Zhao, Yibiao Yang, Hongmin Lu, Yuming Zhou, Qinbao Song, Baowen Xu

Inf. Softw. Technol., 2015

A Selective Detector Ensemble for Concept Drift Detection.

Lei Du, Qinbao Song, Lei Zhu, Xiaoyan Zhu

Comput. J., 2015

A dissimilarity-based imbalance data classification algorithm.

Xueying Zhang, Qinbao Song, Guangtao Wang, Kaiyuan Zhang, Liang He, Xiaolin Jia

Appl. Intell., 2015

An improved data characterization method and its application in classification algorithm recommendation.

Guangtao Wang, Qinbao Song, Xiaoyan Zhu

Appl. Intell., 2015

2014

A Generic Multilabel Learning-Based Classification Algorithm Recommendation Method.

Guangtao Wang, Qinbao Song, Xueying Zhang, Kaiyuan Zhang

ACM Trans. Knowl. Discov. Data, 2014

IncOrder: Incremental density-based community detection in dynamic networks.

Heli Sun, Jianbin Huang, Xin Zhang, Jiao Liu, Dong Wang, Huailiang Liu, Jianhua Zou, Qinbao Song

Knowl. Based Syst., 2014

Predicting the number of nearest neighbors for the k-NN classification algorithm.

Xueying Zhang, Qinbao Song

Intell. Data Anal., 2014

Detecting concept drift: An information entropy based method using an adaptive sliding window.

Lei Du, Qinbao Song, Xiaolin Jia

Intell. Data Anal., 2014

Label Propagation with α-Degree Neighborhood Impact for Network Community Detection.

Heli Sun, Jianbin Huang, Xiang Zhong, Ke Liu, Jianhua Zou, Qinbao Song

Comput. Intell. Neurosci., 2014

An empirical study of BM25 and BM25F based feature location techniques.

Zhendong Shi, Jacky Keung, Qinbao Song

Proceedings of the International Workshop on Innovative Software Development Methodologies and Practices, 2014

Metric Ranking of Invariant Networks with Belief Propagation.

Changxia Tao, Yong Ge, Qinbao Song, Yuan Ge, Olufemi A. Omitaomu

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

2013

Data Quality: Some Comments on the NASA Software Defect Datasets.

Martin J. Shepperd, Qinbao Song, Zhongbin Sun, Carolyn Mair

IEEE Trans. Software Eng., 2013

A Fast Clustering-Based Feature Subset Selection Algorithm for High-Dimensional Data.

Qinbao Song, Jingjie Ni, Guangtao Wang

IEEE Trans. Knowl. Data Eng., 2013

Revealing Density-Based Clustering Structure from the Core-Connected Tree of a Network.

Jianbin Huang, Heli Sun, Qinbao Song, Hongbo Deng, Jiawei Han

IEEE Trans. Knowl. Data Eng., 2013

Selecting feature subset for high dimensional data via the propositional FOIL rules.

Guangtao Wang, Qinbao Song, Baowen Xu, Yuming Zhou

Pattern Recognit., 2013

ESC: An efficient synchronization-based clustering algorithm.

Jianbin Huang, Heli Sun, Jianmei Kang, Junjie Qi, Hongbo Deng, Qinbao Song

Knowl. Based Syst., 2013

Automated Identification of Change-Prone Classes in Open Source Software Projects.

Xiaoyan Zhu, Qinbao Song, Zhongbin Sun

J. Softw., 2013

A Feature Subset Selection Algorithm Automatic Recommendation Method.

Guangtao Wang, Qinbao Song, Heli Sun, Xueying Zhang, Baowen Xu, Yuming Zhou

J. Artif. Intell. Res., 2013

A novel feature subset selection algorithm based on association rule mining.

Guangtao Wang, Qinbao Song

Intell. Data Anal., 2013

Backward Path Growth for Efficient Mobile Sequential Recommendation

Jianbin Huang, Xuejun Huangfu, Heli Sun, Hong Cheng, Qinbao Song

CoRR, 2013

2012

Using Coding-Based Ensemble Learning to Improve Software Defect Prediction.

Zhongbin Sun, Qinbao Song, Xiaoyan Zhu

IEEE Trans. Syst. Man Cybern. Part C, 2012

Automatic recommendation of classification algorithms based on data set characteristics.

Qinbao Song, Guangtao Wang, Chao Wang

Pattern Recognit., 2012

An Empirical Analysis of Software Changes on Statement Entity in Java Open Source Projects.

Xiaoyan Zhu, Qinbao Song, Zhongbin Sun

Int. J. Open Source Softw. Process., 2012

An in-depth investigation into the relationships between structural metrics and unit testability in object-oriented systems.

Yuming Zhou, Hareton Leung, Qinbao Song, Jianjun Zhao, Hongmin Lu, Lin Chen, Baowen Xu

Sci. China Inf. Sci., 2012

Selecting Feature Subset via Constraint Association Rules.

Guangtao Wang, Qinbao Song

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012

A Simple Classifier Based on a Single Attribute.

Lei Du, Qinbao Song

Proceedings of the 14th IEEE International Conference on High Performance Computing and Communication & 9th IEEE International Conference on Embedded Software and Systems, 2012

2011

A General Software Defect-Proneness Prediction Framework.

Qinbao Song, Zihan Jia, Martin J. Shepperd, Shi Ying, Jin Liu

IEEE Trans. Software Eng., 2011

Predicting software project effort: A grey relational analysis based method.

Qinbao Song, Martin J. Shepperd

Expert Syst. Appl., 2011

A Study of Laplacian Spectra of Graph for Subgraph Queries.

Lei Zhu, Qinbao Song

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

2010

A Weighted Voting-Based Associative Classification Algorithm.

Xiaoyan Zhu, Qinbao Song, Zihan Jia

Comput. J., 2010

A Statistical NLP Approach for Feature and Sentiment Identification from Chinese Reviews.

Zhen Hai, Kuiyu Chang, Qinbao Song, Jung-Jae Kim

Proceedings of the CIPS-SIGHAN Joint Conference on Chinese Language Processing, 2010

2009

Integrate the GM(1, 1) and Verhulst Models to Predict Software Stage Effort.

Yong Wang, Qinbao Song, Stephen G. MacDonell, Martin J. Shepperd, Junyi Shen

IEEE Trans. Syst. Man Cybern. Part C, 2009

The Research of Metrics Repository for Business Process Metrics.

Hong Hou, Guifang You, Qinbao Song, Kegang Hao

Proceedings of the 2009 Second International Symposium on Computational Intelligence and Design, 2009

2008

Can k-NN imputation improve the performance of C4.5 with small software project data sets? A comparative evaluation.

Qinbao Song, Martin J. Shepperd, Xiangru Chen, Jun Liu

J. Syst. Softw., 2008

Missing nominal data imputation using association rule based on weighted voting method.

Jianhua Wu, Qinbao Song, Junyi Shen

Proceedings of the International Joint Conference on Neural Networks, 2008

Common Software-Aging-Related Faults in Fault-Tolerant Systems.

Long Zhao, Qinbao Song, Lei Zhu

Proceedings of the 2008 International Conferences on Computational Intelligence for Modelling, 2008

2007

A new imputation method for small software project data sets.

Qinbao Song, Martin J. Shepperd

J. Syst. Softw., 2007

Missing Data Imputation Techniques.

Qinbao Song, Martin J. Shepperd

Int. J. Bus. Intell. Data Min., 2007

An Novel Association Rule Mining Based Missing Nominal Data Imputation Method.

Jianhua Wu, Qinbao Song, Junyi Shen

Proceedings of the 8th ACIS International Conference on Software Engineering, 2007

2006

Software Defect Association Mining and Defect Correction Effort Prediction.

Qinbao Song, Martin J. Shepperd, Michelle Cartwright, Carolyn Mair

IEEE Trans. Software Eng., 2006

Mining web browsing patterns for E-commerce.

Qinbao Song, Martin J. Shepperd

Comput. Ind., 2006

2005

A Short Note on Safest Default Missingness Mechanism Assumptions.

Qinbao Song, Martin J. Shepperd, Michelle Cartwright

Empir. Softw. Eng., 2005

Using Grey Relational Analysis to Predict Software Effort with Small Data Sets.

Qinbao Song, Martin J. Shepperd, Carolyn Mair

Proceedings of the 11th IEEE International Symposium on Software Metrics (METRICS 2005), 2005

2003

Dealing with Missing Software Project Data.

Michelle Cartwright, Martin J. Shepperd, Qinbao Song

Proceedings of the 9th IEEE International Software Metrics Symposium (METRICS 2003), 2003