| 2022 | DATA | Estimating the Optimal Number of Clusters from Subsets of Ensembles. | Afees Adegoke Odebode, Allan Tucker, Mahir Arzoky, Stephen Swift |
| 2022 | ICMLA | Exploring the Explicit Modelling of Bias in Machine Learning Classifiers: A Deep Multi-label ConvNet Approach. | Mashael Al-Luhaybi, Stephen Swift, Steve Counsell, Allan Tucker |
| 2021 | AIME | Uncertainty Estimation in SARS-CoV-2 B-Cell Epitope Prediction for Vaccine Development. | Bhargab Ghoshal, Biraja Ghoshal, Stephen Swift, Allan Tucker |
| 2021 | AIME | Bayesian Deep Active Learning for Medical Image Analysis. | Biraja Ghoshal, Stephen Swift, Allan Tucker |
| 2021 | QUATIC | Where the Bugs are: A Quasi-replication Study of the Effect of Inheritance Depth and Width in Java Systems. | Steve Counsell, Stephen Swift, Amjed Tahir |
| 2020 | EASE | Using the Lexicon from Source Code to Determine Application Domain. | Andrea Capiluppi, Nemitari Ajienka, Nour Ali, Mahir Arzoky, Steve Counsell, Giuseppe Destefanis, Alina Dana Miron, Bhaveet Nagaria, Rumyana Neykova, Martin J. Shepperd, Stephen Swift, Allan Tucker |
| 2019 | AIED | Predicting Academic Performance: A Bootstrapping Approach for Learning Dynamic Bayesian Networks. | Mashael Al-Luhaybi, Leila Yousefi, Stephen Swift, Steve Counsell, Allan Tucker |
| 2019 | CBMS | An Empirical Study of the AGIS Visual Field Metric and Its Seasonal Variations. | Steve Counsell, Stephen Swift, Mahir Arzoky, Giuseppe Destefanis |
| 2019 | CBMS | Opening the Black Box: Exploring Temporal Pattern of Type 2 Diabetes Complications in Patient Clustering Using Association Rules and Hidden Variable Discovery. | Leila Yousefi, Stephen Swift, Mahir Arzoky, Lucia Sacchi, Luca Chiovato, Allan Tucker |
| 2019 | IDEAL | The Prevalence of Errors in Machine Learning Experiments. | Martin J. Shepperd, Yuchen Guo, Ning Li, Mahir Arzoky, Andrea Capiluppi, Steve Counsell, Giuseppe Destefanis, Stephen Swift, Allan Tucker, Leila Yousefi |
| 2018 | PROFES | Do Developers Really Worry About Refactoring Re-test? An Empirical Study of Open-Source Systems. | Steve Counsell, Stephen Swift, Mahir Arzoky, Giuseppe Destefanis |
| 2017 | CBMS | A Deconstructed Replication of a Time of Test Study Using the AGIS Metric. | Steve Counsell, Stephen Swift, Allan Tucker |
| 2017 | SAC | On the randomness and seasonality of affective metrics for software development. | Giuseppe Destefanis, Marco Ortu, Steve Counsell, Stephen Swift, Roberto Tonelli, Michele Marchesi |
| 2016 | CBMS | The AGIS Metric and Time of Test: A Replication Study. | Steve Counsell, Stephen Swift, Allan Tucker |
| 2016 | CBMS | Simultaneous Modelling and Clustering of Visual Field Data. | Mohd Zairul Mazwan Bin Jilani, Allan Tucker, Stephen Swift |
| 2016 | ICSE | A statistical comparison of Java and Python software metric properties. | Giuseppe Destefanis, Marco Ortu, Simone Porru, Stephen Swift, Michele Marchesi |
| 2016 | ICSE | Measuring high and low priority defects on traditional and mobile open source software. | Marco Ortu, Giuseppe Destefanis, Stephen Swift, Michele Marchesi |
| 2014 | IDA | An Approach to Controlling the Runtime for Search Based Modularisation of Sequential Source Code Check-ins. | Mahir Arzoky, Stephen Swift, Steve Counsell, James Cain |
| 2014 | IDA | Comparing Pre-defined Software Engineering Metrics with Free-Text for the Prediction of Code 'Ripples'. | Steve Counsell, Allan Tucker, Stephen Swift, Guy Fitzgerald, Jason Peters |
| 2014 | XP | A Measure of the Modularisation of Sequential Software Versions Using Random Graph Theory. | Mahir Arzoky, Stephen Swift, Steve Counsell, James Cain |
| 2014 | XP | Are Some Refactorings Attached to Fault-Prone Classes and Others to Fault-Free Classes? | Steve Counsell, Stephen Swift, Alessandro Murgia, Roberto Tonelli, Michele Marchesi, Giulio Concas |
| 2013 | IDA | The Modelling of Glaucoma Progression through the Use of Cellular Automata. | Stelios Pavlidis, Stephen Swift, Allan Tucker, Steve Counsell |
| 2012 | IDA | Use of General Purpose GPU Programming to Enhance the Classification of Leukaemia Blast Cells in Blood Smear Images. | Stefan Skrobanski, Stelios Pavlidis, Waidah Ismail, Rosline Hassan, Steve Counsell, Stephen Swift |
| 2011 | ICST | Munch: An Efficient Modularisation Strategy to Assess the Degree of Refactoring on Sequential Source Code Checkings. | Mahir Arzoky, Stephen Swift, Allan Tucker, James Cain |
| 2010 | ICST | Generating Feasible Transition Paths for Testing from an Extended Finite State Machine (EFSM) with the Counter Problem. | Abdul Salam Kalaji, Robert M. Hierons, Stephen Swift |
| 2010 | IDA | Detecting Leukaemia (AML) Blood Cells Using Cellular Automata and Heuristic Search. | Waidah Ismail, Rosline Hassan, Stephen Swift |
| 2009 | ICST | Generating Feasible Transition Paths for Testing from an Extended Finite State Machine (EFSM). | Abdul Salam Kalaji, Robert M. Hierons, Stephen Swift |
| 2009 | IDA | An Application of Intelligent Data Analysis Techniques to a Large Software Engineering Dataset. | James Cain, Steve Counsell, Stephen Swift, Allan Tucker |
| 2009 | IDA | Multi-Optimisation Consensus Clustering. | Jian Li, Stephen Swift, Xiaohui Liu |
| 2008 | COMPSAC | Refactoring Steps, Java Refactorings and Empirical Evidence. | Steve Counsell, Stephen Swift |
| 2007 | GECCO | An improved restricted growth function genetic algorithm for the consensus clustering of retinal nerve fibre data. | Stephen Swift, Allan Tucker, Jason Crampton, David Garway-Heath |
| 2007 | GECCO | Efficiency updates for the restricted growth function GA for grouping problems. | Allan Tucker, Stephen Swift, Jason Crampton |
| 2005 | CEC | ICARUS: intelligent coupon allocation for retailers using search. | Stephen Swift, Amy Shi, Jason Crampton, Allan Tucker |
| 2005 | GECCO | An empirical study of the robustness of two module clustering fitness functions. | Mark Harman, Stephen Swift, Kiarash Mahdavi |
| 2005 | SCAM | Object-oriented cohesion as a surrogate of software comprehension: an empirical study. | Steve Counsell, Stephen Swift, Allan Tucker |
| 2003 | IDA | Applying Intelligent Data Analysis to Coupling Relationships in Object-Oriented Software. | Steve Counsell, Xiaohui Liu, Rajaa Najjar, Stephen Swift, Allan Tucker |
| 2001 | IDA | A Framework for Modelling Short, High-Dimensional Multivariate Time Series: Preliminary Results in Virus Gene Expression Data Analysis. | Paul Kellam, Xiaohui Liu, Nigel J. Martin, Christine A. Orengo, Stephen Swift, Allan Tucker |
| 1999 | IDA | Evolutionary Computation to Search for Strongly Correlated Variables in High-Dimensional Time-Series. | Stephen Swift, Allan Tucker, Xiaohui Liu |