Dealing with Missing Software Project Data. - Michelle Cartwright; Martin J. Shepperd; Qinbao Song (IEEE METRICS, 2003)

Using Grey Relational Analysis to Predict Software Effort with Small Data Sets. - Qinbao Song; Martin J. Shepperd; Carolyn Mair (IEEE METRICS, 2005)

A Short Note on Safest Default Missingness Mechanism Assumptions. - Qinbao Song; Martin J. Shepperd; Michelle Cartwright (Empir. Softw. Eng., 2005)

Mining web browsing patterns for E-commerce. - Qinbao Song; Martin J. Shepperd (Comput. Ind., 2006)

Software Defect Association Mining and Defect Correction Effort Prediction. - Qinbao Song; Martin J. Shepperd; Michelle Cartwright; Carolyn Mair (IEEE Trans. Software Eng., 2006)

An Novel Association Rule Mining Based Missing Nominal Data Imputation Method. - Jianhua Wu; Qinbao Song; Junyi Shen (SNPD (3), 2007)

Missing Data Imputation Techniques. - Qinbao Song; Martin J. Shepperd (Int. J. Bus. Intell. Data Min., 2007)

A new imputation method for small software project data sets. - Qinbao Song; Martin J. Shepperd (J. Syst. Softw., 2007)

Common Software-Aging-Related Faults in Fault-Tolerant Systems. - Long Zhao; Qinbao Song; Lei Zhu (CIMCA/IAWTIC/ISE, 2008)

Missing nominal data imputation using association rule based on weighted voting method. - Jianhua Wu; Qinbao Song; Junyi Shen (IJCNN, 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)

The Research of Metrics Repository for Business Process Metrics. - Hong Hou; Guifang You; Qinbao Song; Kegang Hao (ISCID (2), 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)

A Statistical NLP Approach for Feature and Sentiment Identification from Chinese Reviews. - Zhen Hai; Kuiyu Chang; Qinbao Song; Jung-Jae Kim 001 (CIPS-SIGHAN, 2010)

A Weighted Voting-Based Associative Classification Algorithm. - Xiaoyan Zhu; Qinbao Song; Zihan Jia (Comput. J., 2010)

A Study of Laplacian Spectra of Graph for Subgraph Queries. - Lei Zhu; Qinbao Song (ICDM, 2011)

Predicting software project effort: A grey relational analysis based method. - Qinbao Song; Martin J. Shepperd (Expert Syst. Appl., 2011)

A General Software Defect-Proneness Prediction Framework. - Qinbao Song; Zihan Jia; Martin J. Shepperd; Shi Ying; Jin Liu 016 (IEEE Trans. Software Eng., 2011)

A Simple Classifier Based on a Single Attribute. - Lei Du; Qinbao Song (HPCC-ICESS, 2012)

Selecting Feature Subset via Constraint Association Rules. - Guangtao Wang; Qinbao Song (PAKDD (2), 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 001; Hongmin Lu; Lin Chen 015; Baowen Xu (Sci. China Inf. Sci., 2012)

An Empirical Analysis of Software Changes on Statement Entity in Java Open Source Projects. - Xiaoyan Zhu 003; Qinbao Song; Zhongbin Sun (Int. J. Open Source Softw. Process., 2012)

Automatic recommendation of classification algorithms based on data set characteristics. - Qinbao Song; Guangtao Wang; Chao Wang (Pattern Recognit., 2012)

Using Coding-Based Ensemble Learning to Improve Software Defect Prediction. - Zhongbin Sun; Qinbao Song; Xiaoyan Zhu 003 (IEEE Trans. Syst. Man Cybern. Part C, 2012)

Backward Path Growth for Efficient Mobile Sequential Recommendation - Jianbin Huang; Xuejun Huangfu; Heli Sun; Hong Cheng 001; Qinbao Song (CoRR, 2013)

A novel feature subset selection algorithm based on association rule mining. - Guangtao Wang; Qinbao Song (Intell. Data Anal., 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)

Automated Identification of Change-Prone Classes in Open Source Software Projects. - Xiaoyan Zhu 003; Qinbao Song; Zhongbin Sun (J. Softw., 2013)

ESC: An efficient synchronization-based clustering algorithm. - Jianbin Huang; Heli Sun; Jianmei Kang; Junjie Qi; Hongbo Deng; Qinbao Song (Knowl. Based Syst., 2013)

Selecting feature subset for high dimensional data via the propositional FOIL rules. - Guangtao Wang; Qinbao Song; Baowen Xu; Yuming Zhou (Pattern Recognit., 2013)

Revealing Density-Based Clustering Structure from the Core-Connected Tree of a Network. - Jianbin Huang; Heli Sun; Qinbao Song; Hongbo Deng; Jiawei Han 001 (IEEE Trans. Knowl. Data 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)

Data Quality: Some Comments on the NASA Software Defect Datasets. - Martin J. Shepperd; Qinbao Song; Zhongbin Sun; Carolyn Mair (IEEE Trans. Software Eng., 2013)

Metric Ranking of Invariant Networks with Belief Propagation. - Changxia Tao; Yong Ge; Qinbao Song; Yuan Ge; Olufemi A. Omitaomu (ICDM, 2014)

An empirical study of BM25 and BM25F based feature location techniques. - Zhendong Shi; Jacky Keung; Qinbao Song (InnoSWDev@SIGSOFT FSE, 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)

Detecting concept drift: An information entropy based method using an adaptive sliding window. - Lei Du; Qinbao Song; Xiaolin Jia (Intell. Data Anal., 2014)

Predicting the number of nearest neighbors for the k-NN classification algorithm. - Xueying Zhang; Qinbao Song (Intell. Data Anal., 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)

A Generic Multilabel Learning-Based Classification Algorithm Recommendation Method. - Guangtao Wang; Qinbao Song; Xueying Zhang; Kaiyuan Zhang (ACM Trans. Knowl. Discov. Data, 2014)

An improved data characterization method and its application in classification algorithm recommendation. - Guangtao Wang; Qinbao Song; Xiaoyan Zhu (Appl. Intell., 2015)

A dissimilarity-based imbalance data classification algorithm. - Xueying Zhang; Qinbao Song; Guangtao Wang; Kaiyuan Zhang; Liang He 006; Xiaolin Jia (Appl. Intell., 2015)

A Selective Detector Ensemble for Concept Drift Detection. - Lei Du 001; Qinbao Song; Lei Zhu 011; Xiaoyan Zhu 003 (Comput. J., 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)

TripRec: An Efficient Approach for Trip Planning with Time Constraints. - Heli Sun; Jianbin Huang; Xinwei She; Zhou Yang 004; Jiao Liu; Jianhua Zou; Qinbao Song; Dong Wang (Int. J. Data Warehous. Min., 2015)

A novel ensemble method for classifying imbalanced data. - Zhongbin Sun; Qinbao Song; Xiaoyan Zhu 003; Heli Sun; Baowen Xu; Yuming Zhou (Pattern Recognit., 2015)

An analysis of programming language statement frequency in C, C++, and Java source code. - Xiaoyan Zhu 003; E. James Whitehead Jr.; Caitlin Sadowski; Qinbao Song (Softw. Pract. Exp., 2015)

Backward Path Growth for Efficient Mobile Sequential Recommendation. - Jianbin Huang; Xuejun Huangfu; Heli Sun; Hui Li 005; Peixiang Zhao 001; Hong Cheng 001; Qinbao Song (IEEE Trans. Knowl. Data Eng., 2015)

A Strategy to Determine When to Stop Using Automatic Bug Localization. - Zhendong Shi; Jacky W. Keung; Kwabena Ebo Bennin; Nachai Limsettho; Qinbao Song (COMPSAC, 2016)

A machine learning based software process model recommendation method. - Qinbao Song; Xiaoyan Zhu 003; Guangtao Wang; Heli Sun; He Jiang; Chenhao Xue; Baowen Xu; Wei Song (J. Syst. Softw., 2016)

Automatic Clustering via Outward Statistical Testing on Density Metrics. - Guangtao Wang; Qinbao Song (IEEE Trans. Knowl. Data Eng., 2016)

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)

A new unsupervised feature selection algorithm using similarity-based feature clustering. - Xiaoyan Zhu 003; Yu Wang 069; Yingbin Li; Yonghui Tan; Guangtao Wang; Qinbao Song (Comput. Intell., 2019)

PLAC: Partitioning Based Lazy Classification. - Wei Song; He Jiang; Fan Ma; Qinbao Song; Guangtao Wang (J. Softw., 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)

Ensemble Learning Based Classification Algorithm Recommendation. - Guangtao Wang; Qinbao Song; Xiaoyan Zhu (CoRR, 2021)