Publications (47)
FLASH: A Faster Optimizer for SBSE Tasks
Vivek Nair, Zhe Yu, Tim Menzies
"SHORT"er Reasoning About Larger Requirements Models
George Mathew, Tim Menzies, Neil A. Ernst +1
Can You Explain That, Better? Comprehensible Text Analytics for SE Applications
Amritanshu Agrawal, Huy Tu, Tim Menzies
Replication Can Improve Prior Results: A GitHub Study of Pull Request Acceptance
Di Chen, Kathyrn Stolee, Tim Menzies
A deep learning model for estimating story points
Morakot Choetkiertikul, Hoa Khanh Dam, Truyen Tran +3
What is the Connection Between Issues, Bugs, and Enhancements? (Lessons Learned from 800+ Software Projects)
Rahul Krishna, Amritanshu Agrawal, Akond Rahman +2
Bellwethers: A Baseline Method For Transfer Learning
Rahul Krishna, Tim Menzies
Using Bad Learners to find Good Configurations
Vivek Nair, Tim Menzies, Norbert Siegmund +1
Why is Differential Evolution Better than Grid Search for Tuning Defect Predictors?
Wei Fu, Vivek Nair, Tim Menzies
Better Technical Debt Detection via SURVEYing
Fahmid M. Fahid, Zhe Yu, Tim Menzies
Easy over Hard: A Case Study on Deep Learning
Wei Fu, Tim Menzies
Revisiting Unsupervised Learning for Defect Prediction
Wei Fu, Tim Menzies
Impacts of Bad ESP (Early Size Predictions) on Software Effort Estimation
George Mathew, Tim Menzies, Jairus Hihn
Low-Level Augmented Bayesian Optimization for Finding the Best Cloud VM
Chin-Jung Hsu, Vivek Nair, Vincent W. Freeh +1
Applications of Psychological Science for Actionable Analytics
Di Chen, Wei Fu, Rahul Krishna +1
Scout: An Experienced Guide to Find the Best Cloud Configuration
Chin-Jung Hsu, Vivek Nair, Tim Menzies +1
Assessing Developer Beliefs: A Reply to "Perceptions, Expectations, and Challenges in Defect Prediction"
Shrikanth N. C., Tim Menzies
FAST$^2$: an Intelligent Assistant for Finding Relevant Papers
Zhe Yu, Tim Menzies
Transfer Learning with Bellwethers to find Good Configurations
Vivek Nair, Rahul Krishna, Tim Menzies +1
Why Software Effort Estimation Needs SBSE
Tianpei Xia, Jianfeng Chen, George Mathew +2
"Sampling"' as a Baseline Optimizer for Search-based Software Engineering
Jianfeng Chen, Vivek Nair, Rahul Krishna +1
RIOT: a Stochastic-based Method for Workflow Scheduling in the Cloud
Jianfeng Chen, Tim Menzies
Micky: A Cheaper Alternative for Selecting Cloud Instances
Chin-Jung Hsu, Vivek Nair, Tim Menzies +1
Is "Better Data" Better than "Better Data Miners"? (On the Benefits of Tuning SMOTE for Defect Prediction)
Amritanshu Agrawal, Tim Menzies
Finding Trends in Software Research
George Mathew, Amritanshu Agrawal, Tim Menzies
Better Metrics for Ranking SE Researchers
George Mathew, Tim Menzies
Predicting Breakdowns in Cloud Services (with SPIKE)
Jianfeng Chen, Joymallya Chakraborty, Philip Clark +3
Less is More: Minimizing Code Reorganization using XTREE
Rahul Krishna, Tim Menzies, Lucas Layman
Cutting Away the Confusion From Crowdtesting
Junjie Wang, Mingyang Li, Song Wang +2
Building Better Quality Predictors Using "$ε$-Dominance"
Wei Fu, Tim Menzies, Di Chen +1
What is Wrong with Topic Modeling? (and How to Fix it Using Search-based Software Engineering)
Amritanshu Agrawal, Wei Fu, Tim Menzies
Finding Better Active Learners for Faster Literature Reviews
Zhe Yu, Nicholas A. Kraft, Tim Menzies
Beyond Evolutionary Algorithms for Search-based Software Engineering
Jianfeng Chen, Vivek Nair, Tim Menzies
Replicating and Scaling up Qualitative Analysis using Crowdsourcing: A Github-based Case Study
Di Chen, Kathryn T. Stolee, Tim Menzies
Effective Automated Decision Support for Managing Crowdtesting
Junjie Wang, Ye Yang, Rahul Krishna +2
Hyperparameter Optimization for Effort Estimation
Tianpei Xia, Rahul Krishna, Jianfeng Chen +3
TERMINATOR: Better Automated UI Test Case Prioritization
Zhe Yu, Fahmid M. Fahid, Tim Menzies +3
Total Recall, Language Processing, and Software Engineering
Zhe Yu, Tim Menzies
Tuning for Software Analytics: is it Really Necessary?
Wei Fu, Tim Menzies, Xipeng Shen
Bad Smells in Software Analytics Papers
Tim Menzies, Martin Shepperd
Finding Faster Configurations using FLASH
Vivek Nair, Zhe Yu, Tim Menzies +2
We Don't Need Another Hero? The Impact of "Heroes" on Software Development
Amritanshu Agrawal, Akond Rahman, Rahul Krishna +2
Faster Discovery of Faster System Configurations with Spectral Learning
Vivek Nair, Tim Menzies, Norbert Siegmund +1
Are Delayed Issues Harder to Resolve? Revisiting Cost-to-Fix of Defects throughout the Lifecycle
Tim Menzies, William Nichols, Forrest Shull +1
Better Predictors for Issue Lifetime
Mitch Rees-Jones, Matthew Martin, Tim Menzies
Better Security Bug Report Classification via Hyperparameter Optimization
Rui Shu, Tianpei Xia, Laurie Williams +1
Negative Results for Software Effort Estimation
Tim Menzies, Ye Yang, George Mathew +2