Stephen Swift

Orcid: 0000-0001-8918-3365

According to our database1, Stephen Swift authored at least 91 papers between 1999 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Applying Graph Partitioning-Based Seeding Strategies to Software Modularisation.
Proceedings of the Applications of Evolutionary Computation - 27th European Conference, 2024

2023
How Starting Points and Representations Affect Software Modularisation: An Empirical Analysis.
Proceedings of the Intelligent Systems and Applications, 2023

An "80-20" Approach to the Study of Coupling.
Proceedings of the 49th Euromicro Conference on Software Engineering and Advanced Applications, 2023

2022
Intelligently Detecting Information Online-Weaponisation Trends (IDIOT).
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022

Exploring the Explicit Modelling of Bias in Machine Learning Classifiers: A Deep Multi-label ConvNet Approach.
Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

A Comparison of Convolutional Neural Networks and Traditional Feature-Based Classification Applied to Leukaemia Image Analysis.
Proceedings of the Advances in Informatics, Management and Technology in Healthcare, 2022

Timing is Everything! A Test and Production Class View of Self-Admitted Technical Debt.
Proceedings of the 48th Euromicro Conference on Software Engineering and Advanced Applications, 2022

Estimating the Optimal Number of Clusters from Subsets of Ensembles.
Proceedings of the 11th International Conference on Data Science, 2022

2021
Opening the black box: Personalizing type 2 diabetes patients based on their latent phenotype and temporal associated complication rules.
Comput. Intell., 2021

Where the Bugs are: A Quasi-replication Study of the Effect of Inheritance Depth and Width in Java Systems.
Proceedings of the Quality of Information and Communications Technology, 2021

Bayesian Deep Active Learning for Medical Image Analysis.
Proceedings of the Artificial Intelligence in Medicine, 2021

Uncertainty Estimation in SARS-CoV-2 B-Cell Epitope Prediction for Vaccine Development.
Proceedings of the Artificial Intelligence in Medicine, 2021

2020
Exploiting heterogeneity for cost efficient 5G base station deployment using meta-heuristics.
IET Networks, 2020

Design of a Flexible, User Friendly Feature Matrix Generation System and its Application on Biomedical Datasets.
J. Grid Comput., 2020

Using the Lexicon from Source Code to Determine Application Domain.
Proceedings of the EASE '20: Evaluation and Assessment in Software Engineering, 2020

2019
An application of generalised simulated annealing towards the simultaneous modelling and clustering of glaucoma.
J. Heuristics, 2019

The Prevalence of Errors in Machine Learning Experiments.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2019, 2019

Opening the Black Box: Exploring Temporal Pattern of Type 2 Diabetes Complications in Patient Clustering Using Association Rules and Hidden Variable Discovery.
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

An Empirical Study of the AGIS Visual Field Metric and Its Seasonal Variations.
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

Predicting Academic Performance: A Bootstrapping Approach for Learning Dynamic Bayesian Networks.
Proceedings of the Artificial Intelligence in Education - 20th International Conference, 2019

2018
113 times Tomcat: A dataset.
PeerJ Prepr., 2018

Analysing Developers Affectiveness through Markov chain Models.
CoRR, 2018

Do Developers Really Worry About Refactoring Re-test? An Empirical Study of Open-Source Systems.
Proceedings of the Product-Focused Software Process Improvement, 2018

An Exploratory Study of the Inputs for Ensemble Clustering Technique as a Subset Selection Problem.
Proceedings of the Intelligent Systems and Applications, 2018

Re-visiting a Test Taxonomy with Refactoring and Defect-fix Data.
Proceedings of the 44th Euromicro Conference on Software Engineering and Advanced Applications, 2018

Investigating User responses to Mandatory IT-induced organisational changes: a pre-Implementation Study.
Proceedings of the 26th European Conference on Information Systems: Beyond Digitization, 2018

Opening the Black Box: Discovering and Explaining Hidden Variables in Type 2 Diabetic Patient Modelling.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
On the randomness and seasonality of affective metrics for software development.
Proceedings of the Symposium on Applied Computing, 2017

A Deconstructed Replication of a Time of Test Study Using the AGIS Metric.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017

2016
How diverse is your team? Investigating gender and nationality diversity in GitHub teams.
PeerJ Prepr., 2016

Software development: do good manners matter?
PeerJ Comput. Sci., 2016

Arsonists or Firefighters? Affectiveness in Agile Software Development.
Proceedings of the Agile Processes, in Software Engineering, and Extreme Programming, 2016

Measuring high and low priority defects on traditional and mobile open source software.
Proceedings of the 7th International Workshop on Emerging Trends in Software Metrics, 2016

A statistical comparison of Java and Python software metric properties.
Proceedings of the 7th International Workshop on Emerging Trends in Software Metrics, 2016

Simultaneous Modelling and Clustering of Visual Field Data.
Proceedings of the 29th IEEE International Symposium on Computer-Based Medical Systems, 2016

The AGIS Metric and Time of Test: A Replication Study.
Proceedings of the 29th IEEE International Symposium on Computer-Based Medical Systems, 2016

2015
Enhancing Practice and Achievement in Introductory Programming With a Robot Olympics.
IEEE Trans. Educ., 2015

Trajectories Through the Disease Process: Cross Sectional and Longitudinal Studies.
Proceedings of the Foundations of Biomedical Knowledge Representation, 2015

2014
Improving predictive models of glaucoma severity by incorporating quality indicators.
Artif. Intell. Medicine, 2014

Are Some Refactorings Attached to Fault-Prone Classes and Others to Fault-Free Classes?
Proceedings of the Agile Methods. Large-Scale Development, Refactoring, Testing, and Estimation, 2014

A Measure of the Modularisation of Sequential Software Versions Using Random Graph Theory.
Proceedings of the Agile Methods. Large-Scale Development, Refactoring, Testing, and Estimation, 2014

System performance analyses through object-oriented fault and coupling prisms.
Proceedings of the ACM/SPEC International Conference on Performance Engineering, 2014

Comparing Pre-defined Software Engineering Metrics with Free-Text for the Prediction of Code 'Ripples'.
Proceedings of the Advances in Intelligent Data Analysis XIII, 2014

An Approach to Controlling the Runtime for Search Based Modularisation of Sequential Source Code Check-ins.
Proceedings of the Advances in Intelligent Data Analysis XIII, 2014

2013
Modelling and analysing the dynamics of disease progression from cross-sectional studies.
J. Biomed. Informatics, 2013

The Modelling of Glaucoma Progression through the Use of Cellular Automata.
Proceedings of the Advances in Intelligent Data Analysis XII, 2013

2012
A Constrained Evolutionary Computation Method for Detecting Controlling Regions of Cortical Networks.
IEEE ACM Trans. Comput. Biol. Bioinform., 2012

Issues arising from refactoring studies: an experience report.
ACM SIGSOFT Softw. Eng. Notes, 2012

RefTest 2011 Special Section.
J. Object Technol., 2012

A Seeded Search for the Modularisation of Sequential Software Versions.
J. Object Technol., 2012

A meta-analysis of relationships between organizational characteristics and IT innovation adoption in organizations.
Inf. Manag., 2012

Use of General Purpose GPU Programming to Enhance the Classification of Leukaemia Blast Cells in Blood Smear Images.
Proceedings of the Advances in Intelligent Data Analysis XI - 11th International Symposium, 2012

Refactoring and its Relationship with Fan-in and Fan-out: An Empirical Study.
Proceedings of the 16th European Conference on Software Maintenance and Reengineering, 2012

2011
An integrated search-based approach for automatic testing from extended finite state machine (EFSM) models.
Inf. Softw. Technol., 2011

Multi-membership gene regulation in pathway based microarray analysis.
Algorithms Mol. Biol., 2011

Munch: An Efficient Modularisation Strategy to Assess the Degree of Refactoring on Sequential Source Code Checkings.
Proceedings of the Fourth IEEE International Conference on Software Testing, 2011

2010
The effect of cooling functions on ensemble clustering using simulated annealing.
Intell. Data Anal., 2010

Data Mining the Millennium Seedbank at Kew.
Proceedings of the Advances in Data Mining. 10th Industrial Conference, 2010

Detecting Leukaemia (AML) Blood Cells Using Cellular Automata and Heuristic Search.
Proceedings of the Advances in Intelligent Data Analysis IX, 9th International Symposium, 2010

Generating Feasible Transition Paths for Testing from an Extended Finite State Machine (EFSM) with the Counter Problem.
Proceedings of the Third International Conference on Software Testing, 2010

2009
Multi-Optimisation Consensus Clustering.
Proceedings of the Advances in Intelligent Data Analysis VIII, 2009

An Application of Intelligent Data Analysis Techniques to a Large Software Engineering Dataset.
Proceedings of the Advances in Intelligent Data Analysis VIII, 2009

Generating Feasible Transition Paths for Testing from an Extended Finite State Machine (EFSM).
Proceedings of the Second International Conference on Software Testing Verification and Validation, 2009

2008
An Empirical Study of Potential Vulnerability Faults in Java Open-Source Software.
Proceedings of the Innovative Techniques in Instruction Technology, 2008

Refactoring Steps, Java Refactorings and Empirical Evidence.
Proceedings of the 32nd Annual IEEE International Computer Software and Applications Conference, 2008

2007
Optimal Search Space for Clustering Gene Expression Data via Consensus.
J. Comput. Biol., 2007

Mining pathway signatures from microarray data and relevant biological knowledge.
J. Biomed. Informatics, 2007

Efficiency updates for the restricted growth function GA for grouping problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

An improved restricted growth function genetic algorithm for the consensus clustering of retinal nerve fibre data.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

A Test Taxonomy Applied to the Mechanics of Java Refactorings.
Proceedings of the Advances in Computer and Information Sciences and Engineering, 2007

2006
The interpretation and utility of three cohesion metrics for object-oriented design.
ACM Trans. Softw. Eng. Methodol., 2006

Object-oriented cohesion subjectivity amongst experienced and novice developers: an empirical study.
ACM SIGSOFT Softw. Eng. Notes, 2006

Learning short multivariate time series models through evolutionary and sparse matrix computation.
Nat. Comput., 2006

Improved Robustness in Time Series Analysis of Gene Expression Data by Polynomial Model Based Clustering.
Proceedings of the Computational Life Sciences II, 2006

2005
A weighted sum validity function for clustering with a hybrid niching genetic algorithm.
IEEE Trans. Syst. Man Cybern. Part B, 2005

RGFGA: An Efficient Representation and Crossover for Grouping Genetic Algorithms.
Evol. Comput., 2005

Object-oriented cohesion as a surrogate of software comprehension: an empirical study.
Proceedings of the 5th IEEE International Workshop on Source Code Analysis and Manipulation (SCAM 2005), 30 September, 2005

An empirical study of the robustness of two module clustering fitness functions.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Biochemical Pathway Analysis via Signature Mining.
Proceedings of the Computational Life Sciences, First International Symposium, 2005

ICARUS: intelligent coupon allocation for retailers using search.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

2004
Consensus Clustering and Functional Interpretation of Gene Expression Data.
Proceedings of the 5th Annual Spanish Bioinformatics Conference, Barcelona, Catalonia, 2004

2003
Applying Intelligent Data Analysis to Coupling Relationships in Object-Oriented Software.
Proceedings of the Advances in Intelligent Data Analysis V, 2003

2002
A framework for modelling virus gene expression data.
Intell. Data Anal., 2002

Evolutionary algorithms for grouping high dimensional Email data.
Intell. Data Anal., 2002

Predicting glaucomatous visual field deterioration through short multivariate time series modelling.
Artif. Intell. Medicine, 2002

Comprehension of Object-Oriented Software Cohesion: The Empirical Quagmire.
Proceedings of the 10th International Workshop on Program Comprehension (IWPC 2002), 2002

2001
Variable grouping in multivariate time series via correlation.
IEEE Trans. Syst. Man Cybern. Part B, 2001

Grouping multivariate time series variables: applications to chemical process and visual field data.
Knowl. Based Syst., 2001

A Framework for Modelling Short, High-Dimensional Multivariate Time Series: Preliminary Results in Virus Gene Expression Data Analysis.
Proceedings of the Advances in Intelligent Data Analysis, 4th International Conference, 2001

Optimising the Grouping of Email Users to Servers Using Intelligent Data Analysis.
Proceedings of the ICEIS 2001, 2001

1999
Evolutionary Computation to Search for Strongly Correlated Variables in High-Dimensional Time-Series.
Proceedings of the Advances in Intelligent Data Analysis, Third International Symposium, 1999


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