Title
ELBlocker: Predicting blocking bugs with ensemble imbalance learning.
Abstract
•We propose a ELBlocker to predict the blocking bugs.•We evaluate ELBlocker on 6 large software projects.•Experiment results show our approach achieves substantial improvements over these methods.
Year
DOI
Venue
2015
10.1016/j.infsof.2014.12.006
Information and Software Technology
Keywords
Field
DocType
Blocking bug,Ensemble learning,Imbalance learning
Training set,Data mining,Disjoint sets,Computer science,Artificial intelligence,Classifier (linguistics),Ensemble learning,Decision boundary,Machine learning,Statistical hypothesis testing
Journal
Volume
ISSN
Citations 
61
0950-5849
34
PageRank 
References 
Authors
0.75
37
5
Name
Order
Citations
PageRank
Xin Xia197265.97
David Lo25346259.67
Emad Shihab3122954.74
xinyu459030.19
Xiaohu Yang5563.74