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Tim Menzies

Identifiers

  • name variant Tim Menzies 0.60 · backfill

Papers (50)

  1. Can AI be Easy? Lessons Learned from the EZR.py Toolkit cs.SE · 2026 · author #1
  2. Zoom, Don't Wander: Why Regional Search Outperforms Pareto Reasoning and Global Optimization in Budget-Constrained SBSE cs.SE · 2026 · author #2
  3. Minimal Data, Maximum Clarity: A Heuristic for Explaining Optimization cs.SE · 2025 · author #2
  4. Better Technical Debt Detection via SURVEYing cs.SE · 2019 · author #3
  5. TERMINATOR: Better Automated UI Test Case Prioritization cs.SE · 2019 · author #3
  6. Better Security Bug Report Classification via Hyperparameter Optimization cs.SE · 2019 · author #4
  7. Predicting Breakdowns in Cloud Services (with SPIKE) cs.SE · 2019 · author #6
  8. Assessing Developer Beliefs: A Reply to "Perceptions, Expectations, and Challenges in Defect Prediction" cs.SE · 2019 · author #2
  9. Replication Can Improve Prior Results: A GitHub Study of Pull Request Acceptance cs.SE · 2019 · author #3
  10. Total Recall, Language Processing, and Software Engineering cs.SE · 2018 · author #2
  11. Better Metrics for Ranking SE Researchers cs.DL · 2018 · author #2
  12. Cutting Away the Confusion From Crowdtesting cs.SE · 2018 · author #4
  13. Effective Automated Decision Support for Managing Crowdtesting cs.SE · 2018 · author #4
  14. Hyperparameter Optimization for Effort Estimation cs.SE · 2018 · author #6
  15. Can You Explain That, Better? Comprehensible Text Analytics for SE Applications cs.SE · 2018 · author #3
  16. Why Software Effort Estimation Needs SBSE cs.SE · 2018 · author #5
  17. Micky: A Cheaper Alternative for Selecting Cloud Instances cs.DC · 2018 · author #3
  18. Bad Smells in Software Analytics Papers cs.SE · 2018 · author #1
  19. Applications of Psychological Science for Actionable Analytics cs.SE · 2018 · author #4
  20. Building Better Quality Predictors Using "$\epsilon$-Dominance" cs.SE · 2018 · author #2
  21. Transfer Learning with Bellwethers to find Good Configurations cs.SE · 2018 · author #3
  22. Scout: An Experienced Guide to Find the Best Cloud Configuration cs.DC · 2018 · author #3
  23. Finding Faster Configurations using FLASH cs.SE · 2018 · author #3
  24. Low-Level Augmented Bayesian Optimization for Finding the Best Cloud VM cs.DC · 2017 · author #4
  25. We Don't Need Another Hero? The Impact of "Heroes" on Software Development cs.SE · 2017 · author #5
  26. What is the Connection Between Issues, Bugs, and Enhancements? (Lessons Learned from 800+ Software Projects) cs.SE · 2017 · author #5
  27. RIOT: a Stochastic-based Method for Workflow Scheduling in the Cloud cs.SE · 2017 · author #2
  28. FAST$^2$: an Intelligent Assistant for Finding Relevant Papers cs.SE · 2017 · author #2
  29. FLASH: A Faster Optimizer for SBSE Tasks cs.SE · 2017 · author #3
  30. Is "Better Data" Better than "Better Data Miners"? (On the Benefits of Tuning SMOTE for Defect Prediction) cs.SE · 2017 · author #2
  31. Bellwethers: A Baseline Method For Transfer Learning cs.SE · 2017 · author #2
  32. Easy over Hard: A Case Study on Deep Learning cs.SE · 2017 · author #2
  33. Revisiting Unsupervised Learning for Defect Prediction cs.SE · 2017 · author #2
  34. Replicating and Scaling up Qualitative Analysis using Crowdsourcing: A Github-based Case Study cs.SE · 2017 · author #3
  35. Better Predictors for Issue Lifetime cs.SE · 2017 · author #3
  36. Using Bad Learners to find Good Configurations cs.SE · 2017 · author #2
  37. "SHORT"er Reasoning About Larger Requirements Models cs.SE · 2017 · author #2
  38. Faster Discovery of Faster System Configurations with Spectral Learning cs.SE · 2017 · author #2
  39. Beyond Evolutionary Algorithms for Search-based Software Engineering cs.SE · 2017 · author #3
  40. Impacts of Bad ESP (Early Size Predictions) on Software Effort Estimation cs.SE · 2016 · author #2
  41. Finding Better Active Learners for Faster Literature Reviews cs.SE · 2016 · author #3
  42. Negative Results for Software Effort Estimation cs.SE · 2016 · author #1
  43. Are Delayed Issues Harder to Resolve? Revisiting Cost-to-Fix of Defects throughout the Lifecycle cs.SE · 2016 · author #1
  44. Less is More: Minimizing Code Reorganization using XTREE cs.SE · 2016 · author #2
  45. Why is Differential Evolution Better than Grid Search for Tuning Defect Predictors? cs.SE · 2016 · author #3
  46. Tuning for Software Analytics: is it Really Necessary? cs.SE · 2016 · author #2
  47. A deep learning model for estimating story points cs.SE · 2016 · author #6
  48. What is Wrong with Topic Modeling? (and How to Fix it Using Search-based Software Engineering) cs.SE · 2016 · author #3
  49. Finding Trends in Software Research cs.SE · 2016 · author #3
  50. "Sampling"' as a Baseline Optimizer for Search-based Software Engineering cs.SE · 2016 · author #4

Mentions

  • 2606.03640 #1 · arxiv_oai · confidence 0.70 Tim Menzies

Frequent Coauthors