https://nova.newcastle.edu.au/vital/access/ /manager/Index en-au 5 Towards More Efficient Meta-heuristic Algorithms for Combinatorial Test Generation https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:42524 Wed 24 Aug 2022 12:41:23 AEST ]]> Local Search with Efficient Automatic Configuration for Minimum Vertex Cover https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:42523 Wed 24 Aug 2022 12:27:38 AEST ]]> PULNS: Positive-Unlabeled Learning with Effective Negative Sample Selector https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:43828 Tue 04 Oct 2022 11:18:28 AEDT ]]> AutoCCAG: An Automated Approach to Constrained Covering Array Generation https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:43530 =4 is even more challenging. Inspired by the success of automated algorithm configuration and automated algorithm selection in solving combinatorial optimization problems, in this paper, we investigate the efficacy of automated algorithm configuration and automated algorithm selection for the CCAG problem, and propose a novel, automated CCAG approach called AutoCCAG. Extensive experiments on public benchmarks show that AutoCCAG can find much smaller-sized CCAs than current state-of-the-art approaches, indicating the effectiveness of AutoCCAG. More encouragingly, to our best knowledge, our paper reports the first results for CCAG with a high coverage strength (i.e., 5-way CCAG) on public benchmarks. Our results demonstrate that AutoCCAG can bring considerable benefits in testing highly configurable software systems.]]> Mon 20 Nov 2023 14:26:03 AEDT ]]> SamplingCA: effective and efficient sampling-based pairwise testing for highly configurable software systems https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:54951 Fri 22 Mar 2024 15:29:12 AEDT ]]> Efficient incident identification from multi-dimensional issue reports via meta-heuristic search https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:42143 Fri 19 Aug 2022 13:39:06 AEST ]]>