Automated Software Engineering

Papers
(The H4-Index of Automated Software Engineering is 15. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-04-01 to 2024-04-01.)
ArticleCitations
Understanding machine learning software defect predictions37
Efficient deep-reinforcement learning aware resource allocation in SDN-enabled fog paradigm25
Considering dependencies between bug reports to improve bugs triage25
Modeling user concerns in Sharing Economy: the case of food delivery apps24
Prediction of software fault-prone classes using ensemble random forest with adaptive synthetic sampling algorithm23
Algorithm selection for software validation based on graph kernels22
Predicting the Defects using Stacked Ensemble Learner with Filtered Dataset22
A Novel Technique for Accelerating Live Migration in Cloud Computing21
Directed Artificial Bee Colony algorithm with revamped search strategy to solve global numerical optimization problems21
Convolutional neural network for stock trading using technical indicators20
ConfigCrusher: towards white-box performance analysis for configurable systems19
How to certify machine learning based safety-critical systems? A systematic literature review17
Faults in deep reinforcement learning programs: a taxonomy and a detection approach16
Multi-objective code reviewer recommendations: balancing expertise, availability and collaborations15
Deep learning approach for intrusion detection in IoT-multi cloud environment15
DeepGuard: a framework for safeguarding autonomous driving systems from inconsistent behaviour15
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