Qinbao Song

发表

A Simple Classifier Based on a Single Attribute

Lei Du, Qinbao Song, Qinbao Song, 2012, 2012 IEEE 14th International Conference on High Performance Computing and Communication & 2012 IEEE 9th International Conference on Embedded Software and Systems.

The Research of Metrics Repository for Business Process Metrics

Qinbao Song, Hong Hou, Guifang You, 2009, 2009 Second International Symposium on Computational Intelligence and Design.

Ensemble Learning Based Classification Algorithm Recommendation pdf

Qinbao Song, Guangtao Wang, Xiaoyan Zhu, 2021, ArXiv.

NASA MDP Software Defects Data Sets

Qinbao Song, Carolyn Mair, Martin Shepperd, 2018 .

Mining web browsing patterns for E-commerce

Qinbao Song, Martin J. Shepperd, Qinbao Song, 2006, Comput. Ind..

Boosting-based k-NN learning for software defect prediction

Qinbao Song, Liang He, Jun-Yi Shen, 2012 .

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

Yuming Zhou, Baowen Xu, Qinbao Song, 2013, Pattern Recognit..

Software defect association mining and defect correction effort prediction

Qinbao Song, Carolyn Mair, Michelle Cartwright, 2006, IEEE Transactions on Software Engineering.

A novel feature subset selection algorithm based on association rule mining

Qinbao Song, Guangtao Wang, Qinbao Song, 2013, Intell. Data Anal..

TEMPLATE: IREE 2010 TRIP REPORT Feature Subset Selection: A Survey

Qinbao Song, Bradley Collins, 2010 .

Ensemble Numeric Prediction of Nearest-Neighbor Learning

Qinbao Song, Zhen Hai, Liang He, 2010 .

Integrating color and spatial information for content-based image retrieval in large image database

Qinbao Song, Jun-Yi Shen, Xiang-Rong Yang, 2002, Proceedings. International Conference on Machine Learning and Cybernetics.

Metric Ranking of Invariant Networks with Belief Propagation

Yuan Ge, Qinbao Song, Yong Ge, 2014, 2014 IEEE International Conference on Data Mining.

The Research of BPM Software Trustworthy Evaluation Model

Qinbao Song, Jing Yang, Hong Hou, 2009, 2009 First International Workshop on Education Technology and Computer Science.

Qinbao Song, Liang He, Xiaolin Jia, 2014, Applied Intelligence.

Predicting software project effort: A grey relational analysis based method

Qinbao Song, Martin J. Shepperd, Qinbao Song, 2011, Expert Syst. Appl..

Common Software-Aging-Related Faults in Fault-Tolerant Systems

Qinbao Song, Lei Zhu, Long Zhao, 2008, 2008 International Conference on Computational Intelligence for Modelling Control & Automation.

Automatic video classification using decision tree method

Qinbao Song, Ye Yuan, Jun-Yi Shen, 2002, Proceedings. International Conference on Machine Learning and Cybernetics.

Detecting concept drift: An information entropy based method using an adaptive sliding window

Lei Du, Qinbao Song, Xiaolin Jia, 2014, Intell. Data Anal..

Mining cross-table association rules based on projections of itemsets

Qinbao Song, Jun-Yi Shen, Nai-Qian Li, 2002, Proceedings. International Conference on Machine Learning and Cybernetics.

Missing nominal data imputation using association rule based on weighted voting method

Qinbao Song, Jianhua Wu, Junyi Shen, 2008, 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence).

Data Quality: Some Comments on the NASA Software Defect Datasets

Qinbao Song, Carolyn Mair, Zhongbin Sun, 2013, IEEE Transactions on Software Engineering.

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

Qinbao Song, Yu Wang, Xiaoyan Zhu, 2018, Comput. Intell..

k-NN Numeric Prediction Using Bagging and Instance-relevant Combination

Liang He, Qinbao Song, Junyi Shen, 2010, 2010 Second International Symposium on Data, Privacy, and E-Commerce.

Software defect association mining and defect correction effort prediction

Qinbao Song, Carolyn Mair, Martin Shepperd, 2006 .

Using Coding-Based Ensemble Learning to Improve Software Defect Prediction

Qinbao Song, Xiaoyan Zhu, Zhongbin Sun, 2012, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).

ESC: An efficient synchronization-based clustering algorithm

Qinbao Song, Jianbin Huang, Heli Sun, 2013, Knowl. Based Syst..

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

Qinbao Song, Heli Sun, Zhou Yang, 2015 .

Simulation Error Characteristics of Grey Model GM(1,1) under Translation Transformation

Jin Liu, Qinbao Song, Yong Wang, 2013, 2013 Fifth International Conference on Computational Intelligence, Modelling and Simulation.

Predicting the number of nearest neighbors for the k-NN classification algorithm

Qinbao Song, Xueying Zhang, Qinbao Song, 2014, Intell. Data Anal..

Missing Data Imputation Techniques

Qinbao Song, Martin J. Shepperd, Qinbao Song, 2007, Int. J. Bus. Intell. Data Min..

Web documents mining

Qinbao Song, Jun-Yi Shen, Li-Ming Chen, 2002, Proceedings. International Conference on Machine Learning and Cybernetics.

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

Qinbao Song, Xiaoyan Zhu, E. James Whitehead, 2015, Softw. Pract. Exp..

Using grey relational analysis to predict software effort with small data sets

Qinbao Song, Carolyn Mair, Martin J. Shepperd, 2005, 11th IEEE International Software Metrics Symposium (METRICS'05).

Label Propagation with α-Degree Neighborhood Impact for Network Community Detection

Qinbao Song, Jianbin Huang, Heli Sun, 2014, Comput. Intell. Neurosci..

A machine learning based software process model recommendation method

Baowen Xu, Wei Song, Qinbao Song, 2016, J. Syst. Softw..

LinkLPA: A Link‐Based Label Propagation Algorithm for Overlapping Community Detection in Networks

Qinbao Song, Jianbin Huang, Heli Sun, 2017, Comput. Intell..

Predicting Software Stage Effort with Sequence Changing Ratio: Predicting Software Stage Effort with Sequence Changing Ratio

Qinbao Song, Yong Wang, Jun-Yi Shen, 2009 .

Using data mining technique to do the web based adult content detection and filtering

Qinbao Song, Mohamed Hammami, 2002 .

A Weighted Voting-Based Associative Classification Algorithm

Qinbao Song, Xiaoyan Zhu, Zihan Jia, 2010, Comput. J..

A General Software Defect-Proneness Prediction Framework

Qinbao Song, Jin Liu, Shi Ying, 2011, IEEE Transactions on Software Engineering.

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

Yong Wang, Qinbao Song, Stephen G. MacDonell, 2009, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).

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

Qinbao Song, Xiaoyan Zhu, Guangtao Wang, 2015, Applied Intelligence.

An Novel Association Rule Mining Based Missing Nominal Data Imputation Method

Qinbao Song, Jianhua Wu, Junyi Shen, 2007, Eighth ACIS International Conference on Software Engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing (SNPD 2007).

A Strategy to Determine When to Stop Using Automatic Bug Localization

Qinbao Song, Jacky W. Keung, Zhendong Shi, 2016, 2016 IEEE 40th Annual Computer Software and Applications Conference (COMPSAC).

A Selective Detector Ensemble for Concept Drift Detection

Lei Du, Qinbao Song, Lei Zhu, 2015, Comput. J..

A Study of Laplacian Spectra of Graph for Subgraph Queries

Qinbao Song, Lei Zhu, 2011, 2011 IEEE 11th International Conference on Data Mining.

PLAC: Partitioning Based Lazy Classification

Wei Song, Qinbao Song, He Jiang, 2019, J. Softw..

Selecting Feature Subset via Constraint Association Rules

Qinbao Song, Guangtao Wang, Qinbao Song, 2012, PAKDD.

Automatic recommendation of classification algorithms based on data set characteristics

Qinbao Song, Chao Wang, Guangtao Wang, 2012, Pattern Recognit..

A Short Note on Safest Default Missingness Mechanism Assumptions

Qinbao Song, Michelle Cartwright, Martin J. Shepperd, 2004, Empirical Software Engineering.

Detecting overlapping communities in networks via dominant label propagation

Qinbao Song, Heli Sun, Jianbin Huang, 2015 .

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

Qinbao Song, Guangtao Wang, Jingjie Ni, 2013, IEEE Transactions on Knowledge and Data Engineering.

A new imputation method for small software project data sets

Qinbao Song, Martin J. Shepperd, Qinbao Song, 2007, J. Syst. Softw..

Dealing with missing software project data

Qinbao Song, Michelle Cartwright, Martin J. Shepperd, 2003, Proceedings. 5th International Workshop on Enterprise Networking and Computing in Healthcare Industry (IEEE Cat. No.03EX717).

A new rule-based video classification approach

Qinbao Song, Ye Yuan, Jun-Yi Shen, 2003, Proceedings of the 2003 International Conference on Machine Learning and Cybernetics (IEEE Cat. No.03EX693).

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

Qinbao Song, Yuchen Guo, Martin Shepperd, 2019, IEEE Transactions on Software Engineering.

A new text feature extraction model and its application in document copy detection

Qinbao Song, Jun-Yi Shen, Jun-Peng Bao, 2003, Proceedings of the 2003 International Conference on Machine Learning and Cybernetics (IEEE Cat. No.03EX693).

Backward Path Growth for Efficient Mobile Sequential Recommendation

Qinbao Song, Heli Sun, Peixiang Zhao, 2013, IEEE Transactions on Knowledge and Data Engineering.

An empirical study of BM25 and BM25F based feature location techniques

Qinbao Song, Jacky W. Keung, Zhendong Shi, 2014, InnoSWDev@SIGSOFT FSE.

An Empirical Analysis of Software Changes on Statement Entity in Java Open Source Projects

Qinbao Song, Xiaoyan Zhu, Zhongbin Sun, 2012, Int. J. Open Source Softw. Process..

A novel ensemble method for classifying imbalanced data

Yuming Zhou, Baowen Xu, Qinbao Song, 2015, Pattern Recognit..

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

Qinbao Song, Jun Liu, Martin J. Shepperd, 2008, J. Syst. Softw..

A Multi-Label Learning Based Kernel Automatic Recommendation Method for Support Vector Machine

Qinbao Song, Xueying Zhang, Qinbao Song, 2015, PloS one.