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

Research interests:SBSE, software analytics, software product lines, Mining Software Repositories, data_mining_and_machine_learning

Contributions

FairWare 2023	Session Chair of FAIRWARE Session1 (part of FairWare 2023)
MSR 2023	Author of Tutorial: Beyond the leading edge. What else is out there? within the Tutorials-track
ESEIW 2023	Committee Member in Program Committee within the ESEM Technical Papers-track
ASE 2023	New Faculty Symposium Chair in Organizing Committee Committee Member in New Faculty Symposium Chairs within the New Faculty Symposium-track
EASE 2023	Committee Member in Program Committee within the Research (Full Papers)-track PC Member in Chairs and expert panel within the Vision and Emerging Results-track
ICSE 2023	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
CAIN 2023	PC Member in Program Committee
AIST 2023	Committee Member in Steering Committee within the AIST 2023-track
SSBSE 2022	Author of Reverse engineering the new SBSE within the Future of SBSE-track
ASE 2022	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)
FairWare 2022	Session Chair of Session 1: Algorithmic Fairness (part of FairWare 2022)
ICSE 2022	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
MSR 2022	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
CAIN 2022	Committee Member in Program Committee within the CAIN 2022-track
ASE 2021	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 2021	Chair in Journal First within the Journal First-track Journal First Chair in Organizing Committee
Requirements Engineering 2021	Mentoring Co-Chair in Organizing Committee
ESEC/FSE 2021	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 2021	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
WAIN'21	Committee Member in Program Committee within the WAIN'21-track
MSR 2021	Committee Member in Hackathon Committee within the Hackathon-track Shadow PC Advisor in Shadow PC Advisors within the Shadow PC-track Author of Mining Workflows for Anomalous Data Transfers within the Technical Papers-track Committee Member in Program Committee within the Technical Papers-track
ESEC/FSE 2020	Author of Fairway: A Way to Build Fair ML Software within the Research Papers-track Panelist of The Good Place: The Next Generation of Science within the Plenary events-track Speaker of "a) Open challlenges in effort estimation b) How to better organize Promise 2021?" within the PROMISE 2020-track
ASE 2020	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 2020	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
MSR 2020	Committee Member in Program Committee within the MSR Awards-track Committee Member in Most Influential Paper (MIP) Award Session Chair of Software Engineering for Machine Learning: AMA (part of Ask Me Anything)
ASE 2019	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 2019	Panelist of "SE Community: Challenges and Opportunities" -- Panel and Open Discussion within the Celebration of ASE 2019-track
BenchWork 2019	Committee Member in Program Committee within the BenchWork -track
ICSE 2019	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
MSR 2019	Session Chair of Discussion: SE for AI for SE (part of MSR 2019 Paper Presentations) Committee Member in MSR Awards Committee within the MSR 2019 MSR Awards-track
ICPC 2019	Author of Replication Can Improve Prior Results: A GitHub Study of Pull Request Acceptance within the ICPC 2019 Replications-track
ESEC/FSE 2018	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
ROSE Festival 2018	Chair in Organizing Committee within the ROSE Festival 2018-track
* ICSE 2018 *	Author of Is "Better Data" Better Than "Better Data Miners"? within the Technical Papers -track Committee Member in Program committee within the Technical Papers -track Session Chair of Mining Software Repositories (part of Technical Papers )
MSR 2018	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