Familial Clustering for Weakly-Labeled Android Malware Using Hybrid Representation Learning

Yanxin Zhang, Yulei Sui, Shirui Pan, +4

IEEE Transactions on Information Forensics and Security

EngineeringMachine LearningData ScienceData MiningFamilial Clustering +7

A theoretical analysis on cloning the failed test cases to improve spectrum-based fault localization

Long Zhang, Lanfei Yan, Zhenyu Zhang, +3

Journal of Systems and Software

Theoretical AnalysisFault InjectionReliability EngineeringEngineeringFailed Test Cases +8

Semi-Markov Models of Composite Web Services for their Performance, Reliability and Bottlenecks

Zheng Zheng, Kishor S. Trivedi, Kun Qiu, +1

IEEE Transactions on Services Computing

Software MaintenanceWeb Service SpecificationEngineeringFormal VerificationSmp Representation +21

Studying Aging-Related Bug Prediction Using Cross-Project Models

Fangyun Qin, Zheng Zheng, Yu Qiao, +1

IEEE Transactions on Reliability

Software MaintenanceEngineeringMachine LearningProject ManagementSoftware Engineering +21

Analysis of Linux kernel as a complex network

Yichao Gao, Zheng Zheng, Fangyun Qin

Chaos Solitons & Fractals

EngineeringOperating SystemsNetwork ComplexityNetwork AnalysisLinux Kernel +3

Effects of Class Imbalance in Test Suites: An Empirical Study of Spectrum-Based Fault Localization

Cheng Gong, Zheng Zheng, Wei Li, +1

EngineeringClass Imbalance PhenomenonClass Imbalance LearningTest CoverageSoftware Engineering +17

How About Bug-Triggering Paths? - Understanding and Characterizing Learning-Based Vulnerability Detectors

Xiao Cheng, Xu Nie, Ningke Li, +3

IEEE Transactions on Dependable and Secure Computing

Software MaintenanceEngineeringMachine LearningBug-triggering PathsInformation Security +23

Adaptive Multivariable Control for Multiple Resource Allocation of Service-Based Systems in Cloud Computing

Siqian Gong, Beibei Yin, Zheng Zheng, +1

IEEE Access

Adaptive Multivariable ControlEngineeringDynamic Resource AllocationMultiple Resource AllocationEdge Computing +10

Exploring the usefulness of unlabelled test cases in software fault localization

Xiao–Yi Zhang, Zheng Zheng, Kai‐Yuan Cai

Journal of Systems and Software

Software MaintenanceEngineeringVerificationTest CoverageSoftware Engineering +14

Theoretical and Empirical Analyses of the Effectiveness of Metamorphic Relation Composition

Kun Qiu, Zheng Zheng, Tsong Yueh Chen, +1

IEEE Transactions on Software Engineering

EngineeringMem TestingVerificationDiagnosisSoftware Engineering +20