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08/28/2023
ReMAV: Reward Modeling of Autonomous Vehicles for Finding Likely Failure Events
Autonomous vehicles are advanced driving systems that are well known for...
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08/21/2023
Measuring the Effect of Causal Disentanglement on the Adversarial Robustness of Neural Network Models
Causal Neural Network models have shown high levels of robustness to adv...
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04/30/2022
Software Testing for Machine Learning
Machine learning has become prevalent across a wide variety of applicati...
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04/29/2022
Industry-academia research collaboration and knowledge co-creation: Patterns and anti-patterns
Increasing the impact of software engineering research in the software i...
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04/25/2022
Discovering Gateway Ports in Maritime Using Temporal Graph Neural Network Port Classification
Vessel navigation is influenced by various factors, such as dynamic envi...
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04/23/2022
Industry-Academia Research Collaboration in Software Engineering: The Certus Model
Context: Research collaborations between software engineering industry a...
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04/22/2022
Comparative Study of Machine Learning Test Case Prioritization for Continuous Integration Testing
There is a growing body of research indicating the potential of machine ...
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12/22/2021
Evaluating the Robustness of Deep Reinforcement Learning for Autonomous and Adversarial Policies in a Multi-agent Urban Driving Environment
Deep reinforcement learning is actively used for training autonomous dri...
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12/22/2021
Adversarial Deep Reinforcement Learning for Trustworthy Autonomous Driving Policies
Deep reinforcement learning is widely used to train autonomous cars in a...
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10/14/2021
DeepOrder: Deep Learning for Test Case Prioritization in Continuous Integration Testing
Continuous integration testing is an important step in the modern softwa...
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03/18/2021
Blockchain Testing: Challenges, Techniques, and Research Directions
Specific testing solutions targeting blockchain-based software are gaini...
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07/14/2020
Opening the Software Engineering Toolbox for the Assessment of Trustworthy AI
Trustworthiness is a central requirement for the acceptance and success ...
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11/09/2018
Reinforcement Learning for Automatic Test Case Prioritization and Selection in Continuous Integration
Testing in Continuous Integration (CI) involves test case prioritization...
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11/09/2018