9 citations · 18 across the 8 of their papers we have counts for
8 papers · 1 filter
Understanding Software Defect Prediction: A Large-scale Empirical Study Across Uncertainty Quantification and Performance Evaluation
Ranjun Peng, Xuan Xie, Rubing Huang +2
Software defect prediction (SDP) classifiers produce probabilities used for inspection prioritization, threshold tuning, and risk communication. Probability-based uncertainty quant…
MASTOR: A Multi-Agent Approach to Semantic Test Oracle Generation for RESTful APIs
Sida Deng, Rubing Huang, Zhenzhen Yang +3
Existing automated RESTful API testing approaches commonly rely on simple checks (e.g., HTTP status codes, schema conformance), which are insufficient for detecting semantic faults…
Toward Cost-effective Adaptive Random Testing: An Approximate Nearest Neighbor Approach
Rubing Huang, Chenhui Cui, Junlong Lian +3
Adaptive Random Testing (ART) enhances the testing effectiveness (including fault-detection capability) of Random Testing (RT) by increasing the diversity of the random test cases…
SWFC-ART: A Cost-effective Approach for Fixed-Size-Candidate-Set Adaptive Random Testing through Small World Graphs
Muhammad Ashfaq, Rubing Huang, Dave Towey +4
Adaptive random testing (ART) improves the failure-detection effectiveness of random testing by leveraging properties of the clustering of failure-causing inputs of most faulty pro…
VPP-ART: An Efficient Implementation of Fixed-Size-Candidate-Set Adaptive Random Testing using Vantage Point Partitioning
Rubing Huang, Chenhui Cui, Dave Towey +2
Adaptive Random Testing (ART) is an enhancement of Random Testing (RT), and aims to improve the RT failure-detection effectiveness by distributing test cases more evenly in the inp…
Identification of Failure Regions for Programs with Numeric Inputs
Rubing Huang, Weifeng Sun, Tsong Yueh Chen +2
Failure region, where failure-causing inputs reside, has provided many insights to enhance testing effectiveness of many testing methods. Failure region may also provide some impor…
A Survey on Adaptive Random Testing
Rubing Huang, Weifeng Sun, Yinyin Xu +3
Random testing (RT) is a well-studied testing method that has been widely applied to the testing of many applications, including embedded software systems, SQL database systems, an…
Regression Test Case Prioritization by Code Combinations Coverage
Rubing Huang, Quanjun Zhang, Dave Towey +2
Regression test case prioritization (RTCP) aims to improve the rate of fault detection by executing more important test cases as early as possible. Various RTCP techniques have bee…