Qinbao Song

Publication Activity (10 Years)

Years Active: 2003-2021
Publications (10 Years): 8

Top Topics

Classification Algorithm

Community Detection

Software Defect

Top Venues

IEEE Trans. Knowl. Data Eng.

Intell. Data Anal.

Pattern Recognit.

Publications

Guangtao Wang, Qinbao Song, Xiaoyan Zhu
Ensemble Learning Based Classification Algorithm Recommendation. CoRR (2021)
Qinbao Song, Yuchen Guo, Martin J. Shepperd
A Comprehensive Investigation of the Role of Imbalanced Learning for Software Defect Prediction. IEEE Trans. Software Eng. 45 (12) (2019)
Wei Song, He Jiang, Fan Ma, Qinbao Song, Guangtao Wang
PLAC: Partitioning Based Lazy Classification. J. Softw. 14 (2) (2019)
Xiaoyan Zhu, Yu Wang, Yingbin Li, Yonghui Tan, Guangtao Wang, Qinbao Song
A new unsupervised feature selection algorithm using similarity-based feature clustering. Comput. Intell. 35 (1) (2019)
Heli Sun, Jiao Liu, Jianbin Huang, Guangtao Wang, Xiaolin Jia, Qinbao Song
LinkLPA: A Link-Based Label Propagation Algorithm for Overlapping Community Detection in Networks. Comput. Intell. 33 (2) (2017)
Guangtao Wang, Qinbao Song
Automatic Clustering via Outward Statistical Testing on Density Metrics. IEEE Trans. Knowl. Data Eng. 28 (8) (2016)
Qinbao Song, Xiaoyan Zhu, Guangtao Wang, Heli Sun, He Jiang, Chenhao Xue, Baowen Xu, Wei Song
A machine learning based software process model recommendation method. J. Syst. Softw. 118 (2016)
Zhendong Shi, Jacky W. Keung, Kwabena Ebo Bennin, Nachai Limsettho, Qinbao Song
A Strategy to Determine When to Stop Using Automatic Bug Localization. COMPSAC (2016)
Xueying Zhang, Qinbao Song, Guangtao Wang, Kaiyuan Zhang, Liang He, Xiaolin Jia
A dissimilarity-based imbalance data classification algorithm. Appl. Intell. 42 (3) (2015)
Lei Du, Qinbao Song, Lei Zhu, Xiaoyan Zhu
A Selective Detector Ensemble for Concept Drift Detection. Comput. J. 58 (3) (2015)
Xiaoyan Zhu, E. James Whitehead Jr., Caitlin Sadowski, Qinbao Song
An analysis of programming language statement frequency in C, C++, and Java source code. Softw. Pract. Exp. 45 (11) (2015)
Guangtao Wang, Qinbao Song, Xiaoyan Zhu
An improved data characterization method and its application in classification algorithm recommendation. Appl. Intell. 43 (4) (2015)
Heli Sun, Jianbin Huang, Xinwei She, Zhou Yang, Jiao Liu, Jianhua Zou, Qinbao Song, Dong Wang
TripRec: An Efficient Approach for Trip Planning with Time Constraints. Int. J. Data Warehous. Min. 11 (1) (2015)
Jianbin Huang, Xuejun Huangfu, Heli Sun, Hui Li, Peixiang Zhao, Hong Cheng, Qinbao Song
Backward Path Growth for Efficient Mobile Sequential Recommendation. IEEE Trans. Knowl. Data Eng. 27 (1) (2015)
Zhongbin Sun, Qinbao Song, Xiaoyan Zhu, Heli Sun, Baowen Xu, Yuming Zhou
A novel ensemble method for classifying imbalanced data. Pattern Recognit. 48 (5) (2015)
Yangyang Zhao, Yibiao Yang, Hongmin Lu, Yuming Zhou, Qinbao Song, Baowen Xu
An empirical analysis of package-modularization metrics: Implications for software fault-proneness. Inf. Softw. Technol. 57 (2015)
Heli Sun, Jianbin Huang, Xin Zhang, Jiao Liu, Dong Wang, Huailiang Liu, Jianhua Zou, Qinbao Song
IncOrder: Incremental density-based community detection in dynamic networks. Knowl. Based Syst. 72 (2014)
Guangtao Wang, Qinbao Song, Heli Sun, Xueying Zhang, Baowen Xu, Yuming Zhou
A Feature Subset Selection Algorithm Automatic Recommendation Method. CoRR (2014)
Heli Sun, Jianbin Huang, Xiang Zhong, Ke Liu, Jianhua Zou, Qinbao Song
Label Propagation with α-Degree Neighborhood Impact for Network Community Detection. Comput. Intell. Neurosci. 2014 (2014)
Lei Du, Qinbao Song, Xiaolin Jia
Detecting concept drift: An information entropy based method using an adaptive sliding window. Intell. Data Anal. 18 (3) (2014)
Zhendong Shi, Jacky Keung, Qinbao Song
An empirical study of BM25 and BM25F based feature location techniques. InnoSWDev@SIGSOFT FSE (2014)
Changxia Tao, Yong Ge, Qinbao Song, Yuan Ge, Olufemi A. Omitaomu
Metric Ranking of Invariant Networks with Belief Propagation. ICDM (2014)
Guangtao Wang, Qinbao Song, Xueying Zhang, Kaiyuan Zhang
A Generic Multilabel Learning-Based Classification Algorithm Recommendation Method. ACM Trans. Knowl. Discov. Data 9 (1) (2014)
Xueying Zhang, Qinbao Song
Predicting the number of nearest neighbors for the k-NN classification algorithm. Intell. Data Anal. 18 (3) (2014)
Jianbin Huang, Heli Sun, Qinbao Song, Hongbo Deng, Jiawei Han
Revealing Density-Based Clustering Structure from the Core-Connected Tree of a Network. IEEE Trans. Knowl. Data Eng. 25 (8) (2013)
Qinbao Song, Jingjie Ni, Guangtao Wang
A Fast Clustering-Based Feature Subset Selection Algorithm for High-Dimensional Data. IEEE Trans. Knowl. Data Eng. 25 (1) (2013)
Guangtao Wang, Qinbao Song, Heli Sun, Xueying Zhang, Baowen Xu, Yuming Zhou
A Feature Subset Selection Algorithm Automatic Recommendation Method. J. Artif. Intell. Res. 47 (2013)
Xiaoyan Zhu, Qinbao Song, Zhongbin Sun
Automated Identification of Change-Prone Classes in Open Source Software Projects. J. Softw. 8 (2) (2013)
Jianbin Huang, Xuejun Huangfu, Heli Sun, Hong Cheng, Qinbao Song
Backward Path Growth for Efficient Mobile Sequential Recommendation CoRR (2013)
Jianbin Huang, Heli Sun, Jianmei Kang, Junjie Qi, Hongbo Deng, Qinbao Song
ESC: An efficient synchronization-based clustering algorithm. Knowl. Based Syst. 40 (2013)
Martin J. Shepperd, Qinbao Song, Zhongbin Sun, Carolyn Mair
Data Quality: Some Comments on the NASA Software Defect Datasets. IEEE Trans. Software Eng. 39 (9) (2013)
Guangtao Wang, Qinbao Song, Baowen Xu, Yuming Zhou
Selecting feature subset for high dimensional data via the propositional FOIL rules. Pattern Recognit. 46 (1) (2013)
Guangtao Wang, Qinbao Song
A novel feature subset selection algorithm based on association rule mining. Intell. Data Anal. 17 (5) (2013)
Xiaoyan Zhu, Qinbao Song, Zhongbin Sun
An Empirical Analysis of Software Changes on Statement Entity in Java Open Source Projects. Int. J. Open Source Softw. Process. 4 (2) (2012)
Lei Du, Qinbao Song
A Simple Classifier Based on a Single Attribute. HPCC-ICESS (2012)
Guangtao Wang, Qinbao Song
Selecting Feature Subset via Constraint Association Rules. PAKDD (2) (2012)
Yuming Zhou, Hareton Leung, Qinbao Song, Jianjun Zhao, Hongmin Lu, Lin Chen, Baowen Xu
An in-depth investigation into the relationships between structural metrics and unit testability in object-oriented systems. Sci. China Inf. Sci. 55 (12) (2012)
Zhongbin Sun, Qinbao Song, Xiaoyan Zhu
Using Coding-Based Ensemble Learning to Improve Software Defect Prediction. IEEE Trans. Syst. Man Cybern. Part C 42 (6) (2012)
Qinbao Song, Guangtao Wang, Chao Wang
Automatic recommendation of classification algorithms based on data set characteristics. Pattern Recognit. 45 (7) (2012)
Lei Zhu, Qinbao Song
A Study of Laplacian Spectra of Graph for Subgraph Queries. ICDM (2011)
Qinbao Song, Zihan Jia, Martin J. Shepperd, Shi Ying, Jin Liu
A General Software Defect-Proneness Prediction Framework. IEEE Trans. Software Eng. 37 (3) (2011)
Qinbao Song, Martin J. Shepperd
Predicting software project effort: A grey relational analysis based method. Expert Syst. Appl. 38 (6) (2011)
Zhen Hai, Kuiyu Chang, Qinbao Song, Jung-Jae Kim
A Statistical NLP Approach for Feature and Sentiment Identification from Chinese Reviews. CIPS-SIGHAN (2010)
Xiaoyan Zhu, Qinbao Song, Zihan Jia
A Weighted Voting-Based Associative Classification Algorithm. Comput. J. 53 (6) (2010)
Yong Wang, Qinbao Song, Stephen G. MacDonell, Martin J. Shepperd, Junyi Shen
Integrate the GM(1, 1) and Verhulst Models to Predict Software Stage Effort. IEEE Trans. Syst. Man Cybern. Part C 39 (6) (2009)
Hong Hou, Guifang You, Qinbao Song, Kegang Hao
The Research of Metrics Repository for Business Process Metrics. ISCID (2) (2009)
Jianhua Wu, Qinbao Song, Junyi Shen
Missing nominal data imputation using association rule based on weighted voting method. IJCNN (2008)
Long Zhao, Qinbao Song, Lei Zhu
Common Software-Aging-Related Faults in Fault-Tolerant Systems. CIMCA/IAWTIC/ISE (2008)
Qinbao Song, Martin J. Shepperd, Xiangru Chen, Jun Liu
Can k-NN imputation improve the performance of C4.5 with small software project data sets? A comparative evaluation. J. Syst. Softw. 81 (12) (2008)
Qinbao Song, Martin J. Shepperd
A new imputation method for small software project data sets. J. Syst. Softw. 80 (1) (2007)
Qinbao Song, Martin J. Shepperd
Missing Data Imputation Techniques. Int. J. Bus. Intell. Data Min. 2 (3) (2007)
Jianhua Wu, Qinbao Song, Junyi Shen
An Novel Association Rule Mining Based Missing Nominal Data Imputation Method. SNPD (3) (2007)
Qinbao Song, Martin J. Shepperd
Mining web browsing patterns for E-commerce. Comput. Ind. 57 (7) (2006)
Qinbao Song, Martin J. Shepperd, Michelle Cartwright, Carolyn Mair
Software Defect Association Mining and Defect Correction Effort Prediction. IEEE Trans. Software Eng. 32 (2) (2006)
Qinbao Song, Martin J. Shepperd, Michelle Cartwright
A Short Note on Safest Default Missingness Mechanism Assumptions. Empir. Softw. Eng. 10 (2) (2005)
Qinbao Song, Martin J. Shepperd, Carolyn Mair
Using Grey Relational Analysis to Predict Software Effort with Small Data Sets. IEEE METRICS (2005)
Michelle Cartwright, Martin J. Shepperd, Qinbao Song
Dealing with Missing Software Project Data. IEEE METRICS (2003)