conf.researchr.org / Tim Menzies
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: https://timm.fyi
Research interests:SBSE, software analytics, software product lines, Mining Software Repositories, data_mining_and_machine_learning
Contributions
2025
ESEM
2024
ASE
- Author of Study Your Profession as Much as Your Research within the Doctoral Symposium-track
- Committee Member in Program Committee within the Research Papers-track
- Author of EZR: How to build understandable models\from data, simpler, smarter, faster within the Tutorials-track
- Session Chair of Software process (part of Research Papers)
- Session Chair of Bug detection and prediction (part of Research Papers)
- RENE Track Co-Chair in Program Committee within the [Workshop] RENE-track
- Committee Member in Program Committee within the Research Papers-track
ESEC/FSE
ICSE
- Author of Fair Enough: Searching for Sufficient Measures of Fairness within the Journal-first Papers-track
- Author of Journal First: Learning from Very Little Data: On the Value of Landscape Analysis for Predicting Software Project Health) within the Journal-first Papers-track
- Author of Assessing the Early Bird Heuristic (for Predicting Project Quality) within the Journal-first Papers-track
- Author of When Less is More: On the Value of ''Co-training'' for Semi-Supervised Software Defect Predictors within the Journal-first Papers-track
- Author of VEER: Enhancing the Interpretability of Model-based Optimizations within the Journal-first Papers-track
Mining Software Repositories
International Conference on Technical Debt
2023
Mining Software Repositories
PROMISE
ASE
- Expert Panel Member in Expert Panel Members within the Doctoral Forum-track
- Author of BEWARE: some of the deep learning rhetoric is misleading within the SATE - Software Engineering at the Era of LLMs-track
- New Faculty Symposium Co-Chair in Organizing Committee
- Author of Predicting Health Indicators for Open Source Projects (using Hyperparameter Optimization) within the Journal-first Papers-track
- Session Chair of Testing Tools and Techniques (part of Research Papers)
- Speaker of Two dozen tips (from around the world) within the New Faculty Symposium-track
- Committee Member in New Faculty Symposium Chairs within the New Faculty Symposium-track
- Author of How to Find Actionable Static Analysis Warnings: A Case Study with FindBugs within the Journal-first Papers-track
- Session Chair of Cloud and Distributed Systems 2 (part of Research Papers)
EASE
ICSE
- Author of FairMask: Better Fairness via Model-based Rebalancing of Protected Attributes within the Journal-First Papers-track
- Program Committee Member in Technical Track within the Technical Track-track
- Author of Got ethics? within the FoSE - Future of Software Engineering -track
- Author of Do I really need all this work to find vulnerabilities? An empirical case study comparing vulnerability detection techniques on a Java application within the Journal-First Papers-track
- Chair in ROSE within the ROSE festival-track
- Author of DebtFree: minimizing labeling cost in self-admitted technical debt identification using semi-supervised learning within the Journal-First Papers-track
2022
ASE
- Committee Member in Judges within the Student Research Competition-track
- Author of Secrets of the Tenured Professor within the Doctoral Symposium-track
- Committee Member in Program Committee within the Journal-first Papers-track
- Session Chair of Technical Session 17 - SE for AI (part of Research Papers)
- Session Chair of Technical Session 29 - AI for SE II (part of Research Papers)
ICSE
- Author of Revisiting Process versus Product Metrics: a Large Scale Analysi within the Journal-First Papers-track
- Author of Learning to Recognize Actionable Static Code Warnings (is Intrinsically Easy) within the Journal-First Papers-track
- Author of Journal First: On the Value of Oversampling for Deep Learning in Software Defect Prediction within the Journal-First Papers-track
- Committee Member in Program Committee within the Technical Track-track
- Author of Assessing Practitioner Beliefs about Software Engineering within the Journal-First Papers-track
- Author of Omni: automated ensemble with unexpected models against adversarial evasion attack within the Journal-First Papers-track
- Author of Defect Reduction Planning (using TimeLIME) within the Journal-First Papers-track
Mining Software Repositories
- Author of Dazzle: Using Optimized Generative Adversarial Networks to Address Security Data Class Imbalance Issue within the Technical Papers-track
- Author of Methods for Stabilizing Models across Large Samples of Projects(with case studies on Predicting Defect and Project Health) within the Technical Papers-track
- Author of How to Improve Deep Learning for Software Analytics (a case study with code smell detection) within the Technical Papers-track
2021
ASE
- Author of FRUGAL: Unlocking Semi-supervised Learning for Software Analytics within the Research Papers-track
- Session Chair of Artefacts Plenary (Any Day Band 2) (part of Artifact Evaluation)
- Panelist of What Makes a Good ASE Paper? within the Social/Networking -track
- Committee Member in Program Committee within the Research Papers-track
- Artifact Chairs in Organizing Committee
- Artifact Evaluation Co-Chair in Artifact Evaluation Chair within the Artifact Evaluation-track
- Presenter of Reuse graphs within the Artifact Evaluation-track
- Author of Fairer Software Made Easier (using “Keys”) within the [Workshop] RAISE2021-track
- Author of Lessons learned from hyper-parameter tuning for microservice candidate identification within the Industry Showcase-track
SSBSE
Requirements Engineering
ESEC/FSE
- Author of How to Better Distinguish Security Bug Reports (using Dual Hyperparameter Optimization) within the Journal First-track
- Session Chair of Mentoring Circle (part of Diversity and Inclusion Events)
- Author of Bias in Machine Learning Software: Why? How? What to Do? within the Research Papers-track
ICSE
- Author of Early Life Cycle Software Defect Prediction. Why? How? within the Technical Track-track
- Author of Better Data Labelling with EMBLEM (and how that Impacts Defect Prediction) within the Journal-First Papers-track
- Author of Identifying Self-Admitted Technical Debts with Jitterbug within the Journal-First Papers-track
- Author of Whence to Learn? Transferring Knowledge in Configurable Systems using BEETLE within the Journal-First Papers-track
Mining Software Repositories
2020
ESEC/FSE
ASE
- Author of Making Fair ML Software using Trustworthy Explanation within the NIER track-track
- Artefacts Chair in Artifact Evaluation Chair within the Artifact Evaluation-track
- Artefacts Chair in Organizing Committee
- Speaker of How to Conduct a Quick yet Thorough Literature Review: Saving Weeks of Effort With FASTREAD within the Tutorials-track
ICSE
- Session Chair of P26-Deep Learning Testing and Debugging (part of Paper Presentations)
- Programme Committee in Program Committee within the Technical Papers-track
- Author of Assessing Practitioner Beliefs within the Software Engineering in Practice-track
- Co-chair in Program Committees within the Artifact Evaluation-track
- Author of How to “DODGE” Complex Software Analytics within the Journal First-track
- Author of What disconnects Practitioner Belief and Empirical Evidence ? within the ICSE 2020 Posters-track
- Artifact Evaluation Co-Chair in Organizing Committee
- Author of Improving Vulnerability Inspection Efficiency Using Active Learning within the Journal First-track
- Committee Member in Program Committee within the Journal First-track
2019
ASE
- Author of Software Engineering for Fairness: A Case Study with Hyperparameter Optimization within the Late Breaking Results-track
- Author of What is Wrong with Topic Modeling? (and How to Fix it Using Search-based Software Engineering) within the Journal First Presentations-track
- Session Chair of Performance (part of Papers)
- Committee Member in Steering Committee
- Author of Finding Trends in Software Research within the Journal First Presentations-track
- Committee Member in Program Committee within the Research Papers-track
Celebration of ASE
ICSE
- Author of (SEIP Talk) Take Control: (On the Unreasonable Effectiveness of Software Analytics) within the Software Engineering in Practice-track
- Session Chair of ROSE Festival (part of ROSE Festival)
- Author of Finding Faster Configurations using FLASH within the Journal-First Papers-track
- Author of iSENSE: Completion-Aware Crowdtesting Management within the Technical Track-track
Mining Software Repositories
International Conference on Program Comprehension
2018
ESEC/FSE
- Author of Finding Better Active Learners for Faster Literature Reviews within the Journal-First-track
- Author of Applications of Psychological Science for Actionable Analytics within the Research Papers-track
- Author of In the age of Software 2.0, what role for software engineers? within the Keynotes-track
- Co-chair in Organizing Committee within the Artifacts-track
- Artifact Evaluation co-chair and ROSE Festival co-chair in Organizing Committee
ICSE
Mining Software Repositories
- Author of Data-Driven Search-based Software Engineering within the Technical Papers-track
- Committee Member in Program Committee within the Technical Papers-track
- Author of 500+ Times Faster Than Deep Learning (A Case Study Exploring Faster Methods for Text Mining StackOverflow) within the Technical Papers-track