Registered user since Tue 20 Oct 2015
Name:Tim Menzies
Bio:
Full prof, ex-nurse,rocketman,taxi-driver,journalist (it all made sense at the time).
Country:United States
Affiliation:North Carolina State University
Personal website: http://menzies.us
Research interests:SBSE, software analytics, software product lines, Mining Software Repositories, data_mining_and_machine_learning
Contributions
2022
ICSE
- Revisiting Process versus Product Metrics: a Large Scale Analysi
- Learning to Recognize Actionable Static Code Warnings (is Intrinsically Easy)
- Journal First: On the Value of Oversampling for Deep Learning in Software Defect Prediction
- Committee Member in Program Committee within the Technical Track-track
- Assessing Practitioner Beliefs about Software Engineering
- Omni: automated ensemble with unexpected models against adversarial evasion attack
- Defect Reduction Planning (using TimeLIME)
Mining Software Repositories
- Dazzle: Using Optimized Generative Adversarial Networks to Address Security Data Class Imbalance Issue
- Methods for Stabilizing Models across Large Samples of Projects(with case studies on Predicting Defect and Project Health)
- How to Improve Deep Learning for Software Analytics (a case study with code smell detection)
ICSE 2022-profile
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