| 2026 | MSR | MOOT: a Repository of many Multi-objective Optimization Tasks. | Tim Menzies, Tao Chen, Yulong Ye, Kishan Kumar Ganguly, Amirali Rayegan, Srinath Srinivasan, Andre Lustosa |
| 2026 | SSBSE | Zoom, Don't Wander: Why Regional Search Outperforms Pareto Reasoning and Global Optimization In Budget-Constrained SBSE. | Kishan Kumar Ganguly, Tim Menzies |
| 2022 | MSR | Methods for Stabilizing Models Across Large Samples of Projects (with case studies on Predicting Defect and Project Health). | Suvodeep Majumder, Tianpei Xia, Rahul Krishna, Tim Menzies |
| 2022 | MSR | Dazzle: Using Optimized Generative Adversarial Networks to Address Security Data Class Imbalance Issue. | Rui Shu, Tianpei Xia, Laurie A. Williams, Tim Menzies |
| 2022 | MSR | How to Improve Deep Learning for Software Analytics (a case study with code smell detection). | Rahul Yedida, Tim Menzies |
| 2021 | ICSE | Structuring a Comprehensive Software Security Course Around the OWASP Application Security Verification Standard. | Sarah Elder, Nusrat Zahan, Valeri Kozarev, Rui Shu, Tim Menzies, Laurie A. Williams |
| 2021 | ICSE | Early Life Cycle Software Defect Prediction. Why? How? | N. C. Shrikanth, Suvodeep Majumder, Tim Menzies |
| 2021 | MSR | Mining Workflows for Anomalous Data Transfers. | Huy Tu, George Papadimitriou, Mariam Kiran, Cong Wang, Anirban Mandal, Ewa Deelman, Tim Menzies |
| 2020 | ICSE | Assessing practitioner beliefs about software defect prediction. | N. C. Shrikanth, Tim Menzies |
| 2020 | ICSE | What disconnects practitioner belief and empirical evidence? | N. C. Shrikanth, Tim Menzies |
| 2019 | ICSE | Take control: on the unreasonable effectiveness of software analytics. | Tim Menzies |
| 2019 | ICSE | iSENSE: completion-aware crowdtesting management. | Junjie Wang, Ye Yang, Rahul Krishna, Tim Menzies, Qing Wang |
| 2018 | ICDCS | Arrow: Low-Level Augmented Bayesian Optimization for Finding the Best Cloud VM. | Chin-Jung Hsu, Vivek Nair, Vincent W. Freeh, Tim Menzies |
| 2018 | ICSE | Is "better data" better than "better data miners"?: on the benefits of tuning SMOTE for defect prediction. | Amritanshu Agrawal, Tim Menzies |
| 2018 | ICSE | We don't need another hero?: the impact of "heroes" on software development. | Amritanshu Agrawal, Akond Rahman, Rahul Krishna, Alexander Sobran, Tim Menzies |
| 2018 | ICSE | What is the connection between issues, bugs, and enhancements?: lessons learned from 800+ software projects. | Rahul Krishna, Amritanshu Agrawal, Akond Rahman, Alexander Sobran, Tim Menzies |
| 2018 | MSR | 500+ times faster than deep learning: a case study exploring faster methods for text mining stackoverflow. | Suvodeep Majumder, Nikhila Balaji, Katie Brey, Wei Fu, Tim Menzies |
| 2018 | MSR | Data-driven search-based software engineering. | Vivek Nair, Amritanshu Agrawal, Jianfeng Chen, Wei Fu, George Mathew, Tim Menzies, Leandro L. Minku, Markus Wagner, Zhe Yu |
| 2017 | ICSA | Using Stakeholder Preferences to Make Better Architecture Decisions. | Neil A. Ernst, John Klein, George Mathew, Tim Menzies |
| 2017 | ICSE | Trends in topics at SE conferences (1993-2013). | George Mathew, Amritanshu Agrawal, Tim Menzies |
| 2017 | RE | "SHORT"er Reasoning About Larger Requirements Models. | George Mathew, Tim Menzies, Neil A. Ernst, John Klein |
| 2016 | ICSE | How not to do it: anti-patterns for data science in software engineering. | Tim Menzies |
| 2016 | MSR | Topic modeling of NASA space system problem reports: research in practice. | Lucas Layman, Allen P. Nikora, Joshua Meek, Tim Menzies |
| 2016 | SSBSE | An (Accidental) Exploration of Alternatives to Evolutionary Algorithms for SBSE. | Vivek Nair, Tim Menzies, Jianfeng Chen |
| 2015 | ICSE | 1st International Workshop on Big Data Software Engineering (BIGDSE 2015). | Luciano Baresi, Tim Menzies, Andreas Metzger, Thomas Zimmermann |
| 2015 | ICSE | The Art and Science of Analyzing Software Data; Quantitative Methods. | Tim Menzies, Leandro L. Minku, Fayola Peters |
| 2015 | ICSE | LACE2: Better Privacy-Preserving Data Sharing for Cross Project Defect Prediction. | Fayola Peters, Tim Menzies, Lucas Layman |
| 2014 | ICSE | Analyzing software data: after the gold rush (a goldfish-bowl panel). | Tim Menzies, Christian Bird, Thomas Zimmermann |
| 2013 | ESEM | Learning from Open-Source Projects: An Empirical Study on Defect Prediction. | Zhimin He, Fayola Peters, Tim Menzies, Ye Yang |
| 2013 | ICSE | Foreword. | Christian Bird, Tim Menzies, Thomas Zimmermann |
| 2013 | ICSE | 1st international workshop on data analysis patterns in software engineering (DAPSE 2013). | Christian Bird, Tim Menzies, Thomas Zimmermann |
| 2013 | ICSE | Automatic query reformulations for text retrieval in software engineering. | Sonia Haiduc, Gabriele Bavota, Andrian Marcus, Rocco Oliveto, Andrea De Lucia, Tim Menzies |
| 2013 | ICSE | 2nd international workshop on realizing artificial intelligence synergies in software engineering (RAISE 2013). | Rachel Harrison, Sol J. Greenspan, Tim Menzies, Marjan Mernik, Pedro Rangel Henriques, Daniela Carneiro da Cruz, Daniel Rodrguez |
| 2013 | ICSE | Distributed development considered harmful? | Ekrem Kocaguneli, Thomas Zimmermann, Christian Bird, Nachiappan Nagappan, Tim Menzies |
| 2013 | ICSE | Data science for software engineering. | Tim Menzies, Ekrem Kocaguneli, Fayola Peters, Burak Turhan, Leandro L. Minku |
| 2013 | ICSE | Optimum feature selection in software product lines: Let your model and values guide your search. | Abdel Salam Sayyad, Joseph Ingram, Tim Menzies, Hany H. Ammar |
| 2013 | ICSE | On the value of user preferences in search-based software engineering: a case study in software product lines. | Abdel Salam Sayyad, Tim Menzies, Hany H. Ammar |
| 2013 | MSR | Better cross company defect prediction. | Fayola Peters, Tim Menzies, Andrian Marcus |
| 2012 | ICSE | Goldfish bowl panel: Software development analytics. | Tim Menzies, Thomas Zimmermann |
| 2012 | ICSE | Privacy and utility for defect prediction: Experiments with MORPH. | Fayola Peters, Tim Menzies |
| 2012 | ICSE | Software feature model recommendations using data mining. | Abdel Salam Sayyad, Hany H. Ammar, Tim Menzies |
| 2012 | PKAW | Crowd-Sourced Knowledge Bases. | Yang Sok Kim, Byeong Ho Kang, Seung Hwan Ryu, Paul Compton, Soyeon Caren Han, Tim Menzies |
| 2011 | ESEM | How to Find Relevant Data for Effort Estimation? | Ekrem Kocaguneli, Tim Menzies |
| 2010 | PROFES | Regularities in Learning Defect Predictors. | Burak Turhan, Ayse Basar Bener, Tim Menzies |
| 2009 | ICSE | How to avoid drastic software process change (using stochastic stability). | Tim Menzies, Steve Williams, Barry W. Boehm, Jairus Hihn |
| 2009 | ISSRE | Variance Analysis in Software Fault Prediction Models. | Yue Jiang, Jie Lin, Bojan Cukic, Tim Menzies |
| 2008 | ICSE | 4th international workshop on predictor models in SE (PROMISE 2008). | Gary D. Boetticher, Tim Menzies, Thomas J. Ostrand, Gnther Ruhe |
| 2008 | ISSRE | Cost Curve Evaluation of Fault Prediction Models. | Yue Jiang, Bojan Cukic, Tim Menzies |
| 2008 | ISSTA | Can data transformation help in the detection of fault-prone modules? | Yue Jiang, Bojan Cukic, Tim Menzies |
| 2008 | ISSTA | Nearest neighbor sampling for cross company defect predictors: abstract only. | Burak Turhan, Ayse Basar Bener, Tim Menzies |
| 2007 | ISSRE | Fault Prediction using Early Lifecycle Data. | Yue Jiang, Bojan Cukic, Tim Menzies |
| 2006 | COMPSAC | On the Distribution of Property Violations in Formal Models: An Initial Study. | Jimin Gao, Mats Per Erik Heimdahl, David Owen, Tim Menzies |
| 2006 | SEW | Qualitative Modeling for Requirements Engineering. | Tim Menzies, Julian Richardson |
| 2005 | ICSE | Validation methods for calibrating software effort models. | Tim Menzies, Daniel Port, Zhihao Chen, Jairus Hihn, Sherry Stukes |
| 2005 | ICSE | Predictor models in software engineering (PROMISE). | Jelber Sayyad-Shirabad, Tim Menzies |
| 2004 | MSR | Text is Software Too. | Alexander Dekhtyar, Jane Huffman Hayes, Tim Menzies |
| 2004 | MSR | Mining Repositories to Assist in Project Planning and Resource Allocation. | Tim Menzies, Justin S. Di Stefano, Chris Cunanan, Robert (Mike) Chapman |
| 2003 | APSEC | Matching Software Practitioner Needs to Researcher Activities. | Martin S. Feather, Tim Menzies, Judith R. Connelly |
| 2003 | ICTAI | Validating an Online Adaptive System Using SVDD. | Yan Liu, Srikanth Gururajan, Bojan Cukic, Tim Menzies, Marcello R. Napolitano |
| 2003 | RE | Relating Practitioner Needs to Research Activities. | Martin S. Feather, Tim Menzies, Judith R. Connelly |
| 2003 | SEKE | Improved Software Engineering Decision Support Through Automatic Argument Reduction Tools. | Tim Menzies, James D. Kiper, Martin S. Feather |
| 2003 | SEKE | Better Analysis of Defect Data at NASA. | Tim Menzies, Robyn R. Lutz, Ines Carmen Mikulski |
| 2003 | SEKE | Lurch: a Lightweight Alternative to Model Checking. | David Owen, Tim Menzies |
| 2003 | SEW | Model-Based Software Testing via Incremental Treatment Learning. | Dustin Geletko, Tim Menzies |
| 2003 | SEW | On the Advantages of Approximate vs. Complete Verification: Bigger Models, Faster, Less Memory, Usually Accurate. | David Owen, Tim Menzies, Mats Per Erik Heimdahl, Jimin Gao |
| 2002 | ICTAI | Data Sniffing - Monitoring of Machine Learning for Online Adaptive Systems. | Yan Liu, Tim Menzies, Bojan Cukic |
| 2002 | ICTAI | Machine Learning for Software Engineering: Case Studies in Software Reuse. | Justin S. Di Stefano, Tim Menzies |
| 2002 | ISSRE | Saturation Effects in Testing of Formal Models. | Tim Menzies, David Owen, Bojan Cukic |
| 2002 | RE | Converging on the Optimal Attainment of Requirements. | Martin S. Feather, Tim Menzies |
| 2001 | AI | How AI Can Help SE; or: Randomized Search Not Considered Harmful. | Tim Menzies, Harshinder Singh |
| 2001 | ICSE | Fast Formal Analysis of Requirements via "Topoi Diagrams". | Tim Menzies, John D. Powell, Michael E. Houle |
| 2000 | ICSE | WISE | Tim Menzies |
| 2000 | ISSRE | Testing Nondeterminate Systems. | Tim Menzies, Bojan Cukic, Harshinder Singh, John D. Powell |
| 1999 | ICTAI | On the Sufficiency of Limited Testing for Knowledge Based Systems. | Tim Menzies, Bojan Cukic |
| 1999 | RE | An Empirical Investigation of Multiple Viewpoint Reasoning in Requirements Engineering. | Tim Menzies, Steve M. Easterbrook, Bashar Nuseibeh, Sam Waugh |
| 1998 | PRICAI | On the Practicality of Viewpoint-Based Requirements Engineering. | Tim Menzies, Sam Waugh |
| 1996 | ECAI | On the Practicality of Abductive Validation. | Tim Menzies |
| 1996 | SEKE | Visual Programming, Knowledge Engineering, and Software Engineering. | Tim Menzies |