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:http://menzies.us
Research interests:SBSE, software analytics, software product lines, Mining Software Repositories, data_mining_and_machine_learning

Contributions

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
CAIN 2023 PC Member in Program Committee
ICSE 2023 Program Committee Member in Technical Track within the Technical Track-track
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