Qinbao Song

57 papers A* 2B 2Journal 44Unranked 9
YearRankTypeTitle / Venue / Authors
2021 J jnl
Ensemble Learning Based Classification Algorithm Recommendation.
CoRR
Guangtao Wang, Qinbao Song, Xiaoyan Zhu
2019 J jnl
A Comprehensive Investigation of the Role of Imbalanced Learning for Software Defect Prediction.
IEEE Trans. Software Eng.
Qinbao Song, Yuchen Guo, Martin J. Shepperd
2019 J jnl
A new unsupervised feature selection algorithm using similarity-based feature clustering.
Comput. Intell.
Xiaoyan Zhu, Yu Wang, Yingbin Li, Yonghui Tan, Guangtao Wang, Qinbao Song
2019 J jnl
PLAC: Partitioning Based Lazy Classification.
J. Softw.
Wei Song, He Jiang, Fan Ma, Qinbao Song, Guangtao Wang
2017 J jnl
LinkLPA: A Link-Based Label Propagation Algorithm for Overlapping Community Detection in Networks.
Comput. Intell.
Heli Sun, Jiao Liu, Jianbin Huang, Guangtao Wang, Xiaolin Jia, Qinbao Song
2016 B conf
A Strategy to Determine When to Stop Using Automatic Bug Localization.
COMPSAC
Zhendong Shi, Jacky W. Keung, Kwabena Ebo Bennin, Nachai Limsettho, Qinbao Song
2016 J jnl
A machine learning based software process model recommendation method.
J. Syst. Softw.
Qinbao Song, Xiaoyan Zhu, Guangtao Wang, Heli Sun, He Jiang, Chenhao Xue, Baowen Xu, Wei Song
2016 J jnl
Automatic Clustering via Outward Statistical Testing on Density Metrics.
IEEE Trans. Knowl. Data Eng.
Guangtao Wang, Qinbao Song
2015 J jnl
A Selective Detector Ensemble for Concept Drift Detection.
Comput. J.
Lei Du, Qinbao Song, Lei Zhu, Xiaoyan Zhu
2015 J jnl
A dissimilarity-based imbalance data classification algorithm.
Appl. Intell.
Xueying Zhang, Qinbao Song, Guangtao Wang, Kaiyuan Zhang, Liang He, Xiaolin Jia
2015 J jnl
A novel ensemble method for classifying imbalanced data.
Pattern Recognit.
Zhongbin Sun, Qinbao Song, Xiaoyan Zhu, Heli Sun, Baowen Xu, Yuming Zhou
2015 J jnl
An analysis of programming language statement frequency in C, C++, and Java source code.
Softw. Pract. Exp.
Xiaoyan Zhu, E. James Whitehead Jr., Caitlin Sadowski, Qinbao Song
2015 J jnl
An empirical analysis of package-modularization metrics: Implications for software fault-proneness.
Inf. Softw. Technol.
Yangyang Zhao, Yibiao Yang, Hongmin Lu, Yuming Zhou, Qinbao Song, Baowen Xu
2015 J jnl
An improved data characterization method and its application in classification algorithm recommendation.
Appl. Intell.
Guangtao Wang, Qinbao Song, Xiaoyan Zhu
2015 J jnl
Backward Path Growth for Efficient Mobile Sequential Recommendation.
IEEE Trans. Knowl. Data Eng.
Jianbin Huang, Xuejun Huangfu, Heli Sun, Hui Li, Peixiang Zhao, Hong Cheng, Qinbao Song
2015 J jnl
TripRec: An Efficient Approach for Trip Planning with Time Constraints.
Int. J. Data Warehous. Min.
Heli Sun, Jianbin Huang, Xinwei She, Zhou Yang, Jiao Liu, Jianhua Zou, Qinbao Song, Dong Wang
2014 J jnl
A Feature Subset Selection Algorithm Automatic Recommendation Method.
CoRR
Guangtao Wang, Qinbao Song, Heli Sun, Xueying Zhang, Baowen Xu, Yuming Zhou
2014 J jnl
A Generic Multilabel Learning-Based Classification Algorithm Recommendation Method.
ACM Trans. Knowl. Discov. Data
Guangtao Wang, Qinbao Song, Xueying Zhang, Kaiyuan Zhang
2014 — conf
An empirical study of BM25 and BM25F based feature location techniques.
InnoSWDev@SIGSOFT FSE
Zhendong Shi, Jacky Keung, Qinbao Song
2014 J jnl
Detecting concept drift: An information entropy based method using an adaptive sliding window.
Intell. Data Anal.
Lei Du, Qinbao Song, Xiaolin Jia
2014 J jnl
IncOrder: Incremental density-based community detection in dynamic networks.
Knowl. Based Syst.
Heli Sun, Jianbin Huang, Xin Zhang, Jiao Liu, Dong Wang, Huailiang Liu, Jianhua Zou, Qinbao Song
2014 J jnl
Label Propagation with α-Degree Neighborhood Impact for Network Community Detection.
Comput. Intell. Neurosci.
Heli Sun, Jianbin Huang, Xiang Zhong, Ke Liu, Jianhua Zou, Qinbao Song
2014 A* conf
Metric Ranking of Invariant Networks with Belief Propagation.
ICDM
Changxia Tao, Yong Ge, Qinbao Song, Yuan Ge, Olufemi A. Omitaomu
2014 J jnl
Predicting the number of nearest neighbors for the k-NN classification algorithm.
Intell. Data Anal.
Xueying Zhang, Qinbao Song
2013 J jnl
A Fast Clustering-Based Feature Subset Selection Algorithm for High-Dimensional Data.
IEEE Trans. Knowl. Data Eng.
Qinbao Song, Jingjie Ni, Guangtao Wang
2013 J jnl
A Feature Subset Selection Algorithm Automatic Recommendation Method.
J. Artif. Intell. Res.
Guangtao Wang, Qinbao Song, Heli Sun, Xueying Zhang, Baowen Xu, Yuming Zhou
2013 J jnl
A novel feature subset selection algorithm based on association rule mining.
Intell. Data Anal.
Guangtao Wang, Qinbao Song
2013 J jnl
Automated Identification of Change-Prone Classes in Open Source Software Projects.
J. Softw.
Xiaoyan Zhu, Qinbao Song, Zhongbin Sun
2013 J jnl
Backward Path Growth for Efficient Mobile Sequential Recommendation
CoRR
Jianbin Huang, Xuejun Huangfu, Heli Sun, Hong Cheng, Qinbao Song
2013 J jnl
Data Quality: Some Comments on the NASA Software Defect Datasets.
IEEE Trans. Software Eng.
Martin J. Shepperd, Qinbao Song, Zhongbin Sun, Carolyn Mair
2013 J jnl
ESC: An efficient synchronization-based clustering algorithm.
Knowl. Based Syst.
Jianbin Huang, Heli Sun, Jianmei Kang, Junjie Qi, Hongbo Deng, Qinbao Song
2013 J jnl
Revealing Density-Based Clustering Structure from the Core-Connected Tree of a Network.
IEEE Trans. Knowl. Data Eng.
Jianbin Huang, Heli Sun, Qinbao Song, Hongbo Deng, Jiawei Han
2013 J jnl
Selecting feature subset for high dimensional data via the propositional FOIL rules.
Pattern Recognit.
Guangtao Wang, Qinbao Song, Baowen Xu, Yuming Zhou
2012 — conf
A Simple Classifier Based on a Single Attribute.
HPCC-ICESS
Lei Du, Qinbao Song
2012 J jnl
An Empirical Analysis of Software Changes on Statement Entity in Java Open Source Projects.
Int. J. Open Source Softw. Process.
Xiaoyan Zhu, Qinbao Song, Zhongbin Sun
2012 J jnl
An in-depth investigation into the relationships between structural metrics and unit testability in object-oriented systems.
Sci. China Inf. Sci.
Yuming Zhou, Hareton Leung, Qinbao Song, Jianjun Zhao, Hongmin Lu, Lin Chen, Baowen Xu
2012 J jnl
Automatic recommendation of classification algorithms based on data set characteristics.
Pattern Recognit.
Qinbao Song, Guangtao Wang, Chao Wang
2012 — conf
Selecting Feature Subset via Constraint Association Rules.
PAKDD (2)
Guangtao Wang, Qinbao Song
2012 J jnl
Using Coding-Based Ensemble Learning to Improve Software Defect Prediction.
IEEE Trans. Syst. Man Cybern. Part C
Zhongbin Sun, Qinbao Song, Xiaoyan Zhu
2011 J jnl
A General Software Defect-Proneness Prediction Framework.
IEEE Trans. Software Eng.
Qinbao Song, Zihan Jia, Martin J. Shepperd, Shi Ying, Jin Liu
2011 A* conf
A Study of Laplacian Spectra of Graph for Subgraph Queries.
ICDM
Lei Zhu, Qinbao Song
2011 J jnl
Predicting software project effort: A grey relational analysis based method.
Expert Syst. Appl.
Qinbao Song, Martin J. Shepperd
2010 — conf
A Statistical NLP Approach for Feature and Sentiment Identification from Chinese Reviews.
CIPS-SIGHAN
Zhen Hai, Kuiyu Chang, Qinbao Song, Jung-Jae Kim
2010 J jnl
A Weighted Voting-Based Associative Classification Algorithm.
Comput. J.
Xiaoyan Zhu, Qinbao Song, Zihan Jia
2009 J jnl
Integrate the GM(1, 1) and Verhulst Models to Predict Software Stage Effort.
IEEE Trans. Syst. Man Cybern. Part C
Yong Wang, Qinbao Song, Stephen G. MacDonell, Martin J. Shepperd, Junyi Shen
2009 — conf
The Research of Metrics Repository for Business Process Metrics.
ISCID (2)
Hong Hou, Guifang You, Qinbao Song, Kegang Hao
2008 J jnl
Can k-NN imputation improve the performance of C4.5 with small software project data sets? A comparative evaluation.
J. Syst. Softw.
Qinbao Song, Martin J. Shepperd, Xiangru Chen, Jun Liu
2008 — conf
Common Software-Aging-Related Faults in Fault-Tolerant Systems.
CIMCA/IAWTIC/ISE
Long Zhao, Qinbao Song, Lei Zhu
2008 B conf
Missing nominal data imputation using association rule based on weighted voting method.
IJCNN
Jianhua Wu, Qinbao Song, Junyi Shen
2007 J jnl
A new imputation method for small software project data sets.
J. Syst. Softw.
Qinbao Song, Martin J. Shepperd
2007 — conf
An Novel Association Rule Mining Based Missing Nominal Data Imputation Method.
SNPD (3)
Jianhua Wu, Qinbao Song, Junyi Shen
2007 J jnl
Missing Data Imputation Techniques.
Int. J. Bus. Intell. Data Min.
Qinbao Song, Martin J. Shepperd
2006 J jnl
Mining web browsing patterns for E-commerce.
Comput. Ind.
Qinbao Song, Martin J. Shepperd
2006 J jnl
Software Defect Association Mining and Defect Correction Effort Prediction.
IEEE Trans. Software Eng.
Qinbao Song, Martin J. Shepperd, Michelle Cartwright, Carolyn Mair
2005 J jnl
A Short Note on Safest Default Missingness Mechanism Assumptions.
Empir. Softw. Eng.
Qinbao Song, Martin J. Shepperd, Michelle Cartwright
2005 — conf
Using Grey Relational Analysis to Predict Software Effort with Small Data Sets.
IEEE METRICS
Qinbao Song, Martin J. Shepperd, Carolyn Mair
2003 — conf
Dealing with Missing Software Project Data.
IEEE METRICS
Michelle Cartwright, Martin J. Shepperd, Qinbao Song