Software defect prediction using wrapper feature selection based on dynamic re-ranking strategy
Finding defects early in a software system is a crucial task, as it creates adequate time for
fixing such defects using available resources. Strategies such as symmetric testing have …
fixing such defects using available resources. Strategies such as symmetric testing have …
Construction of prioritized T-way test suite using bi-objective dragonfly algorithm
Software testing is important for ensuring the reliability of software systems. In software
testing, effective test case generation is essential as an alternative to exhaustive testing. For …
testing, effective test case generation is essential as an alternative to exhaustive testing. For …
[PDF][PDF] Whale Optimization Algorithm Strategies for Higher Interaction Strength T-Way Testing.
Much of our daily tasks have been computerized by machines and sensors communicating
with each other in real-time. There is a reasonable risk that something could go wrong …
with each other in real-time. There is a reasonable risk that something could go wrong …
[PDF][PDF] Innovations in T-way test creation based on a hybrid hill climbing-greedy algorithm
In combinatorial testing development, the fabrication of covering arrays is the key challenge
by the multiple aspects that influence it. A wide range of combinatorial problems can be …
by the multiple aspects that influence it. A wide range of combinatorial problems can be …
An empirical study on data sampling methods in addressing class imbalance problem in software defect prediction
With the growing rate of software systems and their applications in diverse walks of life,
develo** a software system that has no defects is a subject that cannot be …
develo** a software system that has no defects is a subject that cannot be …
A Novel Rank Aggregation‐Based Hybrid Multifilter Wrapper Feature Selection Method in Software Defect Prediction
The high dimensionality of software metric features has long been noted as a data quality
problem that affects the performance of software defect prediction (SDP) models. This …
problem that affects the performance of software defect prediction (SDP) models. This …
TWGH: A Tripartite Whale–Gray Wolf–Harmony Algorithm to Minimize Combinatorial Test Suite Problem
Today's academics have a major hurdle in solving combinatorial problems in the actual
world. It is nevertheless possible to use optimization techniques to find, design, and solve a …
world. It is nevertheless possible to use optimization techniques to find, design, and solve a …
Enhanced Version of Seeding and Constraint support in IPOG strategy for Variable Strength Interaction T-way Testing
Interaction strength testing (known as t-way testing) is one of the effective software testing
techniques used to find problems with how system components interact with one another …
techniques used to find problems with how system components interact with one another …
Refining a one-parameter-at-a-time approach using harmony search for optimizing test suite size in combinatorial t-way testing
In the pursuit of software quality, testing plays a pivotal role in identifying and rectifying
errors and defects before software is delivered to users. However, the increasing complexity …
errors and defects before software is delivered to users. However, the increasing complexity …
A tolerance-based memetic algorithm for constrained covering array generation
X Guo, X Song, J Zhou, F Wang - Memetic Computing, 2023 - Springer
The research focus in the field of combinatorial testing has shifted from unconstrained
covering array generation (CAG) to constrained covering array generation (CCAG). Most …
covering array generation (CAG) to constrained covering array generation (CCAG). Most …