126 citations · 492 across the 43 of their papers we have counts for
17 papers · 1 filter
A Hybrid ACO Algorithm for the Next Release Problem
He Jiang, Jingyuan Zhang, Jifeng Xuan +2
In this paper, we propose a Hybrid Ant Colony Optimization algorithm (HACO) for Next Release Problem (NRP). NRP, a NP-hard problem in requirement engineering, is to balance custome…
Approximating the Backbone in the Weighted Maximum Satisfiability Problem
He Jiang, Jifeng Xuan, Yan Hu
The weighted Maximum Satisfiability problem (weighted MAX-SAT) is a NP-hard problem with numerous applications arising in artificial intelligence. As an efficient tool for heuristi…
Approximate Backbone Based Multilevel Algorithm for Next Release Problem
He Jiang, Jifeng Xuan, Zhilei Ren
The next release problem (NRP) aims to effectively select software requirements in order to acquire maximum customer profits. As an NP-hard problem in software requirement engineer…
A Random Walk Based Algorithm for Structural Test Case Generation
Jifeng Xuan, He Jiang, Zhilei Ren +2
Structural testing is a significant and expensive process in software development. By converting test data generation into an optimization problem, search-based software testing is…
Automatic Bug Triage using Semi-Supervised Text Classification
Jifeng Xuan, He Jiang, Zhilei Ren +2
In this paper, we propose a semi-supervised text classification approach for bug triage to avoid the deficiency of labeled bug reports in existing supervised approaches. This new a…
Solving the Large Scale Next Release Problem with a Backbone Based Multilevel Algorithm
Jifeng Xuan, He Jiang, Zhilei Ren +1
The Next Release Problem (NRP) aims to optimize customer profits and requirements selection for the software releases. The research on the NRP is restricted by the growing scale of…