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2020 – today
- 2022
[j4]Rui Shu, Tianpei Xia, Laurie A. Williams, Tim Menzies
:
Omni: automated ensemble with unexpected models against adversarial evasion attack. Empir. Softw. Eng. 27(1): 26 (2022)- [j3]Tianpei Xia, Wei Fu, Rui Shu, Rishabh Agrawal, Tim Menzies:
Predicting health indicators for open source projects (using hyperparameter optimization). Empir. Softw. Eng. 27(6): 122 (2022) - [j2]Tianpei Xia, Rui Shu, Xipeng Shen, Tim Menzies:
Sequential Model Optimization for Software Effort Estimation. IEEE Trans. Software Eng. 48(6): 1994-2009 (2022) - [c2]Rui Shu, Tianpei Xia, Laurie A. Williams, Tim Menzies:
Dazzle: Using Optimized Generative Adversarial Networks to Address Security Data Class Imbalance Issue. MSR 2022: 144-155 - [c1]Suvodeep Majumder, Tianpei Xia, Rahul Krishna, Tim Menzies:
Methods for Stabilizing Models Across Large Samples of Projects (with case studies on Predicting Defect and Project Health). MSR 2022: 566-578 - [i10]Rui Shu, Tianpei Xia, Laurie A. Williams, Tim Menzies:
Dazzle: Using Optimized Generative Adversarial Networks to Address Security Data Class Imbalance Issue. CoRR abs/2203.11410 (2022) - [i9]Rui Shu, Tianpei Xia, Huy Tu, Laurie A. Williams, Tim Menzies:
Reducing the Cost of Training Security Classifier (via Optimized Semi-Supervised Learning). CoRR abs/2205.00665 (2022) - 2021
- [j1]Rui Shu, Tianpei Xia, Jianfeng Chen, Laurie A. Williams, Tim Menzies:
How to Better Distinguish Security Bug Reports (Using Dual Hyperparameter Optimization). Empir. Softw. Eng. 26(3): 53 (2021) - 2020
- [i8]Tianpei Xia, Wei Fu, Rui Shu, Tim Menzies:
Predicting Project Health for Open Source Projects (using the DECART Hyperparameter Optimizer). CoRR abs/2006.07240 (2020) - [i7]Rui Shu, Tianpei Xia, Laurie A. Williams, Tim Menzies:
Omni: Automated Ensemble with Unexpected Models against Adversarial Evasion Attack. CoRR abs/2011.12720 (2020)
2010 – 2019
- 2019
- [i6]Joymallya Chakraborty, Tianpei Xia, Fahmid M. Fahid, Tim Menzies:
Software Engineering for Fairness: A Case Study with Hyperparameter Optimization. CoRR abs/1905.05786 (2019) - [i5]Rui Shu, Tianpei Xia, Laurie A. Williams, Tim Menzies:
Better Security Bug Report Classification via Hyperparameter Optimization. CoRR abs/1905.06872 (2019) - [i4]Rui Shu, Tianpei Xia, Jianfeng Chen, Laurie A. Williams, Tim Menzies:
Improved Recognition of Security Bugs via Dual Hyperparameter Optimization. CoRR abs/1911.02476 (2019) - [i3]Tianpei Xia, Jianfeng Chen, Rui Shu, Tim Menzies:
Sequential Model Optimization for Software Process Control. CoRR abs/1912.04189 (2019) - 2018
- [i2]Tianpei Xia, Jianfeng Chen, George Mathew, Xipeng Shen, Tim Menzies:
Why Software Effort Estimation Needs SBSE. CoRR abs/1804.00626 (2018) - [i1]Tianpei Xia, Rahul Krishna, Jianfeng Chen, George Mathew, Xipeng Shen, Tim Menzies:
Hyperparameter Optimization for Effort Estimation. CoRR abs/1805.00336 (2018)
Coauthor Index
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