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Omni: Automated Ensemble with Unexpected Models against Adversarial Evasion Attack
BACKGROUND: Machine learning-based security detection models have become...
11/23/2020 ∙ by Rui Shu, et al. ∙
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Predicting Project Health for Open Source Projects (using the DECART Hyperparameter Optimizer)
Software developed on public platforms are a source of data that can be ...
06/12/2020 ∙ by Tianpei Xia, et al. ∙
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Sequential Model Optimization for Software Process Control
Many methods have been proposed to estimate how much effort is required ...
12/09/2019 ∙ by Tianpei Xia, et al. ∙
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Improved Recognition of Security Bugs via Dual Hyperparameter Optimization
Background: Security bugs need to be handled by small groups of engineer...
11/04/2019 ∙ by Rui Shu, et al. ∙
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Better Security Bug Report Classification via Hyperparameter Optimization
When security bugs are detected, they should be (a) discussed privately ...
05/16/2019 ∙ by Rui Shu, et al. ∙
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Software Engineering for Fairness: A Case Study with Hyperparameter Optimization
We assert that it is the ethical duty of software engineers to strive to...
05/14/2019 ∙ by Joymallya Chakraborty, et al. ∙
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Hyperparameter Optimization for Effort Estimation
Software analytics has been widely used in software engineering for many...
04/28/2018 ∙ by Tianpei Xia, et al. ∙
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Why Software Effort Estimation Needs SBSE
Industrial practitioners now face a bewildering array of possible config...
04/02/2018 ∙ by Tianpei Xia, et al. ∙
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