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Journal Articles
- 2019
[j41]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): 2-22 (2019)- [j40]Wei Song, He Jiang, Fan Ma, Qinbao Song, Guangtao Wang:
PLAC: Partitioning Based Lazy Classification. J. Softw. 14(2): 65-91 (2019) - [j39]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): 1253-1269 (2019) - 2017
- [j38]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): 308-331 (2017) - 2016
- [j37]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: 85-100 (2016) - [j36]Guangtao Wang, Qinbao Song:
Automatic Clustering via Outward Statistical Testing on Density Metrics. IEEE Trans. Knowl. Data Eng. 28(8): 1971-1985 (2016) - 2015
- [j35]Xueying Zhang, Qinbao Song, Guangtao Wang, Kaiyuan Zhang, Liang He, Xiaolin Jia:
A dissimilarity-based imbalance data classification algorithm. Appl. Intell. 42(3): 544-565 (2015) - [j34]Guangtao Wang, Qinbao Song, Xiaoyan Zhu:
An improved data characterization method and its application in classification algorithm recommendation. Appl. Intell. 43(4): 892-912 (2015) - [j33]Lei Du, Qinbao Song, Lei Zhu, Xiaoyan Zhu:
A Selective Detector Ensemble for Concept Drift Detection. Comput. J. 58(3): 457-471 (2015) - [j32]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: 186-203 (2015) - [j31]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): 45-65 (2015) - [j30]Zhongbin Sun, Qinbao Song, Xiaoyan Zhu, Heli Sun, Baowen Xu, Yuming Zhou:
A novel ensemble method for classifying imbalanced data. Pattern Recognit. 48(5): 1623-1637 (2015) - [j29]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): 1479-1495 (2015) - [j28]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): 46-60 (2015) - 2014
- [j27]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: 130689:1-130689:9 (2014) - [j26]Lei Du, Qinbao Song, Xiaolin Jia:
Detecting concept drift: An information entropy based method using an adaptive sliding window. Intell. Data Anal. 18(3): 337-364 (2014) - [j25]Xueying Zhang, Qinbao Song:
Predicting the number of nearest neighbors for the k-NN classification algorithm. Intell. Data Anal. 18(3): 449-464 (2014) - [j24]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: 1-12 (2014) - [j23]Guangtao Wang, Qinbao Song, Xueying Zhang, Kaiyuan Zhang:
A Generic Multilabel Learning-Based Classification Algorithm Recommendation Method. ACM Trans. Knowl. Discov. Data 9(1): 7:1-7:30 (2014) - 2013
- [j22]Guangtao Wang, Qinbao Song:
A novel feature subset selection algorithm based on association rule mining. Intell. Data Anal. 17(5): 803-835 (2013) - [j21]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: 1-34 (2013) - [j20]Xiaoyan Zhu, Qinbao Song, Zhongbin Sun:
Automated Identification of Change-Prone Classes in Open Source Software Projects. J. Softw. 8(2): 361-366 (2013) - [j19]Jianbin Huang, Heli Sun, Jianmei Kang, Junjie Qi, Hongbo Deng, Qinbao Song:
ESC: An efficient synchronization-based clustering algorithm. Knowl. Based Syst. 40: 111-122 (2013) - [j18]Guangtao Wang, Qinbao Song, Baowen Xu, Yuming Zhou:
Selecting feature subset for high dimensional data via the propositional FOIL rules. Pattern Recognit. 46(1): 199-214 (2013) - [j17]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): 1-14 (2013) - [j16]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): 1876-1889 (2013) - [j15]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): 1208-1215 (2013) - 2012
- [j14]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): 2800-2815 (2012) - [j13]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): 16-31 (2012) - [j12]Qinbao Song, Guangtao Wang, Chao Wang:
Automatic recommendation of classification algorithms based on data set characteristics. Pattern Recognit. 45(7): 2672-2689 (2012) - [j11]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): 1806-1817 (2012) - 2011
- [j10]Qinbao Song, Martin J. Shepperd:
Predicting software project effort: A grey relational analysis based method. Expert Syst. Appl. 38(6): 7302-7316 (2011) - [j9]Qinbao Song, Zihan Jia, Martin J. Shepperd, Shi Ying, Jin Liu:
A General Software Defect-Proneness Prediction Framework. IEEE Trans. Software Eng. 37(3): 356-370 (2011) - 2010
- [j8]Xiaoyan Zhu, Qinbao Song, Zihan Jia:
A Weighted Voting-Based Associative Classification Algorithm. Comput. J. 53(6): 786-801 (2010) - 2009
- [j7]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): 647-658 (2009) - 2008
- [j6]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): 2361-2370 (2008) - 2007
- [j5]Qinbao Song, Martin J. Shepperd:
Missing Data Imputation Techniques. Int. J. Bus. Intell. Data Min. 2(3): 261-291 (2007) - [j4]Qinbao Song, Martin J. Shepperd:
A new imputation method for small software project data sets. J. Syst. Softw. 80(1): 51-62 (2007) - 2006
- [j3]Qinbao Song, Martin J. Shepperd:
Mining web browsing patterns for E-commerce. Comput. Ind. 57(7): 622-630 (2006) - [j2]Qinbao Song, Martin J. Shepperd, Michelle Cartwright, Carolyn Mair:
Software Defect Association Mining and Defect Correction Effort Prediction. IEEE Trans. Software Eng. 32(2): 69-82 (2006) - 2005
- [j1]Qinbao Song, Martin J. Shepperd, Michelle Cartwright:
A Short Note on Safest Default Missingness Mechanism Assumptions. Empir. Softw. Eng. 10(2): 235-243 (2005)
Conference and Workshop Papers
- 2016
- [c13]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: 185-190 - 2014
- [c12]Changxia Tao, Yong Ge, Qinbao Song, Yuan Ge, Olufemi A. Omitaomu:
Metric Ranking of Invariant Networks with Belief Propagation. ICDM 2014: 1001-1006 - [c11]Zhendong Shi, Jacky Keung, Qinbao Song:
An empirical study of BM25 and BM25F based feature location techniques. InnoSWDev@SIGSOFT FSE 2014: 106-114 - 2012
- [c10]Lei Du, Qinbao Song:
A Simple Classifier Based on a Single Attribute. HPCC-ICESS 2012: 660-665 - [c9]Guangtao Wang, Qinbao Song:
Selecting Feature Subset via Constraint Association Rules. PAKDD (2) 2012: 304-321 - 2011
- [c8]Lei Zhu, Qinbao Song:
A Study of Laplacian Spectra of Graph for Subgraph Queries. ICDM 2011: 1272-1277 - 2010
- [c7]Zhen Hai, Kuiyu Chang, Qinbao Song, Jung-Jae Kim:
A Statistical NLP Approach for Feature and Sentiment Identification from Chinese Reviews. CIPS-SIGHAN 2010 - 2009
- [c6]Hong Hou, Guifang You, Qinbao Song, Kegang Hao:
The Research of Metrics Repository for Business Process Metrics. ISCID (2) 2009: 168-171 - 2008
- [c5]Long Zhao, Qinbao Song, Lei Zhu:
Common Software-Aging-Related Faults in Fault-Tolerant Systems. CIMCA/IAWTIC/ISE 2008: 327-331 - [c4]Jianhua Wu, Qinbao Song, Junyi Shen:
Missing nominal data imputation using association rule based on weighted voting method. IJCNN 2008: 1157-1162 - 2007
- [c3]Jianhua Wu, Qinbao Song, Junyi Shen:
An Novel Association Rule Mining Based Missing Nominal Data Imputation Method. SNPD (3) 2007: 244-249 - 2005
- [c2]Qinbao Song, Martin J. Shepperd, Carolyn Mair:
Using Grey Relational Analysis to Predict Software Effort with Small Data Sets. IEEE METRICS 2005: 35 - 2003
- [c1]Michelle Cartwright, Martin J. Shepperd, Qinbao Song:
Dealing with Missing Software Project Data. IEEE METRICS 2003: 154-165
Informal and Other Publications
- 2021
- [i3]Guangtao Wang, Qinbao Song, Xiaoyan Zhu:
Ensemble Learning Based Classification Algorithm Recommendation. CoRR abs/2101.05993 (2021) - 2014
- [i2]Guangtao Wang, Qinbao Song, Heli Sun, Xueying Zhang, Baowen Xu, Yuming Zhou:
A Feature Subset Selection Algorithm Automatic Recommendation Method. CoRR abs/1402.0570 (2014) - 2013
- [i1]Jianbin Huang, Xuejun Huangfu, Heli Sun, Hong Cheng, Qinbao Song:
Backward Path Growth for Efficient Mobile Sequential Recommendation. CoRR abs/1304.2144 (2013)
Coauthor Index
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