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08/24/2023
Reinforcement Learning Informed Evolutionary Search for Autonomous Systems Testing
Evolutionary search-based techniques are commonly used for testing auton...
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01/01/2023
AmbieGen: A Search-based Framework for Autonomous Systems Testing
Thorough testing of safety-critical autonomous systems, such as self-dri...
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08/18/2022
Data-access performance anti-patterns in data-intensive systems
Data-intensive systems handle variable, high volume, and high-velocity d...
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08/11/2022
A Probabilistic Framework for Mutation Testing in Deep Neural Networks
Context: Mutation Testing (MT) is an important tool in traditional Softw...
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03/23/2022
A Search-Based Framework for Automatic Generation of Testing Environments for Cyber-Physical Systems
Many modern cyber physical systems incorporate computer vision technolog...
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02/07/2022
Do Developers Refactor Data Access Code? An Empirical Study
Developers often refactor code to improve the maintainability and compre...
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01/06/2022
On the Prevalence, Impact, and Evolution of SQL Code Smells in Data-Intensive Systems
Code smells indicate software design problems that harm software quality...
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01/06/2022
FIXME: Synchronize with Database An Empirical Study of Data Access Self-Admitted Technical Debt
Developers sometimes choose design and implementation shortcuts due to t...
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12/31/2021
Machine Learning Application Development: Practitioners' Insights
Nowadays, intelligent systems and services are getting increasingly popu...
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12/26/2021
Silent Bugs in Deep Learning Frameworks: An Empirical Study of Keras and TensorFlow
Deep Learning (DL) frameworks are now widely used, simplifying the creat...
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07/28/2021
Models of Computational Profiles to Study the Likelihood of DNN Metamorphic Test Cases
Neural network test cases are meant to exercise different reasoning path...
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02/23/2021
Data Driven Testing of Cyber Physical Systems
Consumer grade cyber-physical systems (CPS) are becoming an integral par...
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01/30/2020
Documentation of Machine Learning Software
Machine Learning software documentation is different from most of the do...
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08/13/2018
Automated Refactoring: Can They Pass The Turing Test?
Refactoring is a maintenance activity that aims to improve design qualit...
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10/09/2017