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1

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

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

Journal:

Software: Practice and Experience

Year:

2015

Language:

english

File:

PDF, 647 KB

english, 2015

2

Software defect association mining and defect correction effort prediction

Qinbao Song, Shepperd, M., Cartwright, M., Mair, C.

Journal:

IEEE Transactions on Software Engineering

Year:

2006

Language:

english

File:

PDF, 4.14 MB

english, 2006

3

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

Qinbao Song,, Jingjie Ni,, Guangtao Wang,

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2013

Language:

english

File:

PDF, 3.72 MB

english, 2013

4

Data Quality: Some Comments on the NASA Software Defect Datasets

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

Journal:

IEEE Transactions on Software Engineering

Year:

2013

Language:

english

File:

PDF, 1.20 MB

english, 2013

5

A dissimilarity-based imbalance data classification algorithm

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

Journal:

Applied Intelligence

Year:

2015

Language:

english

File:

PDF, 1.23 MB

english, 2015

6

Missing Data Imputation Techniques

Song, Qinbao, Shepperd, Martin

Journal:

International Journal of Business Intelligence and Data Mining

Year:

2007

Language:

english

File:

PDF, 691 KB

english, 2007

7

A Machine Learning Based Software Process Model Recommendation Method

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

Journal:

Journal of Systems and Software

Year:

2016

Language:

english

File:

PDF, 911 KB

english, 2016

8

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

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

Journal:

Computational Intelligence

Year:

2016

Language:

english

File:

PDF, 2.38 MB

english, 2016

9

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

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

Journal:

Computational Intelligence

Year:

2018

Language:

english

File:

PDF, 1.25 MB

english, 2018

10

Mining web browsing patterns for E-commerce

Qinbao Song, Martin Shepperd

Journal:

Computers in Industry

Year:

2006

Language:

english

File:

PDF, 337 KB

english, 2006

11

A new imputation method for small software project data sets

Qinbao Song, Martin Shepperd

Journal:

Journal of Systems and Software

Year:

2007

Language:

english

File:

PDF, 212 KB

english, 2007

12

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

Qinbao Song, Martin Shepperd, Xiangru Chen, Jun Liu

Journal:

Journal of Systems and Software

Year:

2008

Language:

english

File:

PDF, 557 KB

english, 2008

13

A Short Note on Safest Default Missingness Mechanism Assumptions

Qinbao Song, Martin Shepperd, Michelle Cartwright

Journal:

Empirical Software Engineering

Year:

2005

Language:

english

File:

PDF, 82 KB

english, 2005

14

Grey prediction based software stage-effort estimation

Yong Wang, Qinbao Song, Junyi Shen

Journal:

Wuhan University Journal of Natural Sciences

Year:

2007

Language:

english

File:

PDF, 313 KB

english, 2007

15

Predicting software project effort: A grey relational analysis based method

Qinbao Song, Martin Shepperd

Journal:

Expert Systems with Applications

Year:

2011

Language:

english

File:

PDF, 1014 KB

english, 2011

16

Automatic recommendation of classification algorithms based on data set characteristics

Qinbao Song, Guangtao Wang, Chao Wang

Journal:

Pattern Recognition

Year:

2012

Language:

english

File:

PDF, 2.37 MB

english, 2012

17

A General Software Defect-Proneness Prediction Framework

Qinbao Song, Zihan Jia, Shepperd, M., Shi Ying, Jin Liu

Journal:

IEEE Transactions on Software Engineering

Year:

2011

Language:

english

File:

PDF, 1.98 MB

english, 2011

18

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

Guangtao Wang, Qinbao Song, Baowen Xu, Yuming Zhou

Journal:

Pattern Recognition

Year:

2013

Language:

english

File:

PDF, 274 KB

english, 2013

19

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

Yong Wang, Qinbao Song, MacDonell, S., Shepperd, M., Junyi Shen

Journal:

IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews)

Year:

2009

Language:

english

File:

PDF, 471 KB

english, 2009

20

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…

Journal:

SCIENCE CHINA Information Sciences

Year:

2012

Language:

english

File:

PDF, 366 KB

english, 2012

21

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

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

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2013

Language:

english

File:

PDF, 2.73 MB

english, 2013

22

Using Coding-Based Ensemble Learning to Improve Software Defect Prediction

Sun, Zhongbin, Song, Qinbao, Zhu, Xiaoyan

Journal:

IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews)

Year:

2012

Language:

english

File:

PDF, 1.42 MB

english, 2012

23

ESC: An efficient synchronization-based clustering algorithm

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

Journal:

Knowledge-Based Systems

Year:

2013

Language:

english

File:

PDF, 1.12 MB

english, 2013

24

[IEEE Eighth ACIS International Conference on Software Engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing (SNPD 2007) - Qingdao, China (2007.07.30-2007.08.1)] Eighth ACIS International Conference on Software Engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing (SNPD 2007) - An Novel Association Rule Mining Based Missing Nominal Data Imputation Method

Wu, Jianhua, Song, Qinbao, Shen, Junyi

Year:

2007

Language:

english

File:

PDF, 370 KB

english, 2007

25

A Generic Multilabel Learning-Based Classification Algorithm Recommendation Method

Wang, Guangtao, Song, Qinbao, Zhang, Xueying, Zhang, Kaiyuan

Journal:

ACM Transactions on Knowledge Discovery from Data

Year:

2014

Language:

english

File:

PDF, 1.17 MB

english, 2014

26

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

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

Journal:

Information and Software Technology

Year:

2015

Language:

english

File:

PDF, 579 KB

english, 2015

27

IncOrder: Incremental density-based community detection in dynamic networks

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

Journal:

Knowledge-Based Systems

Year:

2014

Language:

english

File:

PDF, 1.70 MB

english, 2014

28

[IEEE 2012 IEEE 14th Int'l Conf. on High Performance Computing and Communication (HPCC) & 2012 IEEE 9th Int'l Conf. on Embedded Software and Systems (ICESS) - Liverpool, United Kingdom (2012.06.25-2012.06.27)] 2012 IEEE 14th International Conference on High Performance Computing and Communication & 2012 IEEE 9th International Conference on Embedded Software and Systems - A Simple Classifier Based on a Single Attribute

Du, Lei, Song, Qinbao

Year:

2012

Language:

english

File:

PDF, 225 KB

english, 2012

29

[IEEE 2009 Second International Conference on Future Information Technology and Management Engineering (FITME) - Sanya, China (2009.12.13-2009.12.14)] 2009 Second International Conference on Future Information Technology and Management Engineering - A Business Process Modeling and Verification Architecture

Hou, Hong, Wang, Shangyu, Hao, Ke-gang, Song, QinBao

Year:

2009

Language:

english

File:

PDF, 316 KB

english, 2009

30

[IEEE E-Commerce (ISDPE 2010) - Buffalo, NY, USA (2010.09.13-2010.09.14)] 2010 Second International Symposium on Data, Privacy, and E-Commerce - k-NN Numeric Prediction Using Bagging and Instance-relevant Combination

He, Liang, Song, Qinbao, Shen, Junyi

Year:

2010

Language:

english

File:

PDF, 323 KB

english, 2010

31

[IEEE 2009 Second International Conference on Future Information Technology and Management Engineering (FITME) - Sanya, China (2009.12.13-2009.12.14)] 2009 Second International Conference on Future Information Technology and Management Engineering - Reference Model of Trustworthy Proof for Trusted Components

He, JiuSong, Hou, Hong, Song, QinBao, Hao, KeGang

Year:

2009

Language:

english

File:

PDF, 268 KB

english, 2009

32

[IEEE 2009 Second International Symposium on Computational Intelligence and Design - Changsha, Hunan, China (2009.12.12-2009.12.14)] 2009 Second International Symposium on Computational Intelligence and Design - The Research of Metrics Repository for Business Process Metrics

Hou, Hong, You, Guifang, Song, Qinbao, Hao, Kegang

Year:

2009

Language:

english

File:

PDF, 372 KB

english, 2009

33

[IEEE 2013 Fifth International Conference on Computational Intelligence, Modelling and Simulation (CIMSim) - Seoul, Korea (South) (2013.09.24-2013.09.25)] 2013 Fifth International Conference on Computational Intelligence, Modelling and Simulation - Simulation Error Characteristics of Grey Model GM(1,1) under Translation Transformation

Wang, Yong, Song, Qinbao, Zeng, Bo, Liu, Jin

Year:

2013

Language:

english

File:

PDF, 733 KB

english, 2013

34

A novel ensemble method for classifying imbalanced data

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

Journal:

Pattern Recognition

Year:

2015

Language:

english

File:

PDF, 564 KB

english, 2015

35

[IEEE 2008 International Conference on Computational Intelligence for Modelling Control & Automation - Vienna, Austria (2008.12.10-2008.12.12)] 2008 International Conference on Computational Intelligence for Modelling Control & Automation - Common Software-Aging-Related Faults in Fault-Tolerant Systems

Zhao, Long, Song, QinBao, Zhu, Lei

Year:

2008

Language:

english

File:

PDF, 158 KB

english, 2008

36

[IEEE 2008 International Conference on Advanced Computer Theory and Engineering (ICACTE) - Phuket, Thailand (2008.12.20-2008.12.22)] 2008 International Conference on Advanced Computer Theory and Engineering - Availability and Cost Analysis of a Fault-Tolerant Software System with Rejuvenation

Zhao, Long, Song, QinBao

Year:

2008

Language:

english

File:

PDF, 247 KB

english, 2008

37

[IEEE 2008 IEEE International Joint Conference on Neural Networks (IJCNN 2008 - Hong Kong) - Hong Kong, China (2008.06.1-2008.06.8)] 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence) - Missing nominal data imputation using association rule based on weighted voting method

Jianhua Wu,, Qinbao Song,, Junyi Shen,

Year:

2008

File:

PDF, 285 KB

2008

38

[IEEE 2011 IEEE 11th International Conference on Data Mining (ICDM) - Vancouver, BC, Canada (2011.12.11-2011.12.14)] 2011 IEEE 11th International Conference on Data Mining - A Study of Laplacian Spectra of Graph for Subgraph Queries

Zhu, Lei, Song, Qinbao

Year:

2011

Language:

english

File:

PDF, 223 KB

english, 2011

39

[IEEE 2009 First International Workshop on Education Technology and Computer Science - Wuhan, Hubei, China (2009.03.7-2009.03.8)] 2009 First International Workshop on Education Technology and Computer Science - The Research of BPM Software Trustworthy Evaluation Model

Hou, Hong, Yang, Jing, Song, Qinbao, Hao, Kegang

Year:

2009

Language:

english

File:

PDF, 518 KB

english, 2009

40

Backward Path Growth for Efficient Mobile Sequential Recommendation

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

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2015

Language:

english

File:

PDF, 2.04 MB

english, 2015

41

[IEEE 2009 International Conference on Information Engineering and Computer Science - Wuhan, China (2009.12.19-2009.12.20)] 2009 International Conference on Information Engineering and Computer Science - Research on Workflow Software Trustworthy Evaluation Based on Grey Relation

Hou, Hong, Huang, Bo, Song, QinBao, He, JiuSong

Year:

2009

Language:

english

File:

PDF, 275 KB

english, 2009

42

CenLP: A centrality-based label propagation algorithm for community detection in networks

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

Journal:

Physica A: Statistical Mechanics and its Applications

Year:

2015

Language:

english

File:

PDF, 1.37 MB

english, 2015

43

-Degree Neighborhood Impact for Network Community Detection

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

Journal:

Computational Intelligence and Neuroscience

Year:

2014

Language:

english

File:

PDF, 556 KB

english, 2014

44

[ACM Press the International Workshop - Hong Kong, China (2014.11.16-2014.11.16)] Proceedings of the International Workshop on Innovative Software Development Methodologies and Practices - InnoSWDev 2014 - An empirical study of BM25 and BM25F based feature location techniques

Shi, Zhendong, Keung, Jacky, Song, Qinbao

Year:

2014

Language:

english

File:

PDF, 780 KB

english, 2014

45

[IEEE 11th IEEE International Software Metrics Symposium (METRICS'05) - Como, Italy (19-22 Sept. 2005)] 11th IEEE International Software Metrics Symposium (METRICS'05) - Using Grey Relational Analysis to Predict Software Effort with Small Data Sets

Qinbao Song,, Shepperd, M., Mair, C.

Year:

2005

Language:

english

File:

PDF, 184 KB

english, 2005

46

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

Wang, Guangtao, Song, Qinbao, Zhu, Xiaoyan

Journal:

Applied Intelligence

Year:

2015

Language:

english

File:

PDF, 1021 KB

english, 2015

47

Automatic Clustering via Outward Statistical Testing on Density Metrics

Wang, Guangtao, Song, Qinbao

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2016

Language:

english

File:

PDF, 1.50 MB

english, 2016

48

[IEEE 2014 IEEE International Conference on Data Mining (ICDM) - Shenzhen, China (2014.12.14-2014.12.17)] 2014 IEEE International Conference on Data Mining - Metric Ranking of Invariant Networks with Belief Propagation

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

Year:

2014

Language:

english

File:

PDF, 283 KB

english, 2014

49

[IEEE 2016 IEEE 40th Annual Computer Software and Applications Conference (COMPSAC) - Atlanta, GA, USA (2016.6.10-2016.6.14)] 2016 IEEE 40th Annual Computer Software and Applications Conference (COMPSAC) - A Strategy to Determine When to Stop Using Automatic Bug Localization

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

Year:

2016

Language:

english

File:

PDF, 215 KB

english, 2016

50

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

Song, Qinbao, Guo, Yuchen, Shepperd, Martin

Journal:

IEEE Transactions on Software Engineering

Year:

2018

Language:

english

File:

PDF, 1.03 MB

english, 2018