David E. Cairns

According to our database, David E. Cairns authored at least 30 papers between 1993 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Mining Potentially Explanatory Patterns via Partial Solutions.

Giancarlo Antonino Pasquale Ignazio Catalano, Alexander E. I. Brownlee, David E. Cairns, John A. W. McCall, Russell Ainslie

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

2022

Towards explainable metaheuristic: mining surrogate fitness models for importance of variables.

Manjinder Singh, Alexander E. I. Brownlee, David E. Cairns

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

2021

Mining Markov Network Surrogates to Explain the Results of Metaheuristic Optimisation.

Alexander E. I. Brownlee, Aidan Wallace, David E. Cairns

Proceedings of the SICSA eXplainable Artifical Intelligence Workshop 2021, 2021

Towards Explaining Metaheuristic Solution Quality by Data Mining Surrogate Fitness Models for Importance of Variables.

Aidan Wallace, Alexander E. I. Brownlee, David E. Cairns

Proceedings of the Artificial Intelligence XXXVIII, 2021

2020

Optimising efficacy of antibiotics against systemic infection by varying dosage quantities and times.

Andy Hoyle, David E. Cairns, Iona Paterson, Stuart McMillan, Gabriela Ochoa, Andrew P. Desbois

PLoS Comput. Biol., 2020

2019

Effective Use of Evolutionary Computation to Parameterise an Epidemiological Model.

Ryan Mitchell, David E. Cairns, Dalila Hamami, Kevin G Pollock, Carron Shankland

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2019

2018

Multifractality and dimensional determinism in local optima networks.

Sarah L. Thomson, Sébastien Vérel, Gabriela Ochoa, Nadarajen Veerapen, David E. Cairns

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

2017

Exploring Fitness and Edit Distance of Mutated Python Programs.

Saemundur O. Haraldsson, John R. Woodward, Alexander E. I. Brownlee, David E. Cairns

Proceedings of the Genetic Programming - 20th European Conference, 2017

2013

The Prohibitive Link between Position-based Routing and Planarity.

David E. Cairns, Marwan Fayed, Hussein T. Mouftah

EAI Endorsed Trans. Mob. Commun. Appl., 2013

Applying a Hybrid Targeted Estimation of Distribution Algorithm to Feature Selection Problems.

Geoffrey Neumann, David E. Cairns

Proceedings of the IJCCI 2013, 2013

2012

Introducing intervention targeting into estimation of distribution algorithms.

Geoffrey Neumann, David E. Cairns

Proceedings of the ACM Symposium on Applied Computing, 2012

Poster: towards position-based routing for mobile environments.

David E. Cairns, Marwan Fayed

Proceedings of the 10th International Conference on Mobile Systems, 2012

Evolving Bio-PEPA process algebra models using genetic programming.

David Marco, Carron Shankland, David E. Cairns

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Investigating Co-infection Dynamics through Evolution of Bio-PEPA Model Parameters: A Combined Process Algebra and Evolutionary Computing Approach.

David Marco, Erin Scott, David E. Cairns, Andrea Graham, Judi Allen, Simmi Mahajan, Carron Shankland

Proceedings of the Computational Methods in Systems Biology, 2012

Targeted EDA adapted for a routing problem with variable length chromosomes.

Geoffrey Neumann, David E. Cairns

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Revisiting Planarity in Position-Based Routing for Wireless Networks.

David E. Cairns, Marwan Fayed, Hussein T. Mouftah

Proceedings of the Ad Hoc Networks - 4th International ICST Conference, 2012

2011

Optimisation of process algebra models using evolutionary computation.

David Marco, David E. Cairns, Carron Shankland

Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2009

A mobile knowledge management and decision support tool for soil analysis.

Julie Cowie, David E. Cairns, Martin Blunn, Clare Wilson, Edward Pollard, Donald Davidson

Int. J. Inf. Manag., 2009

2008

The effects of mutation and directed intervention crossover when applied to scheduling chemotherapy.

Paul Michael Godley, David E. Cairns, Julie Cowie, Kevin Swingler, John A. W. McCall

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Optimisation and fitness modelling of bio-control in mushroom farming using a Markov network eda.

Alexander E. I. Brownlee, Yanghui Wu, John A. W. McCall, Paul Michael Godley, David E. Cairns, Julie Cowie

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Fitness directed intervention crossover approaches applied to bio-scheduling problems.

Paul Michael Godley, David E. Cairns, Julie Cowie, John A. W. McCall

Proceedings of the 2008 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2008

Bio-control in mushroom farming using a Markov network EDA.

Yanghui Wu, John A. W. McCall, Paul Michael Godley, Alexander E. I. Brownlee, David E. Cairns, Julie Cowie

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Optimisation of cancer chemotherapy schedules using directed intervention crossover approaches.

Paul Michael Godley, Julie Cowie, David E. Cairns, John A. W. McCall, C. Howie

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007

Mobile Decision Making and Knowledge Management: Supporting Geoarchaeologists in the Field.

Martin Blunn, Julie Cowie, David E. Cairns, Clare Wilson, Donald Davidson

Proceedings of the ICEIS 2007, 2007

Directed intervention crossover applied to bio-control scheduling.

Paul Michael Godley, David E. Cairns, Julie Cowie

Proceedings of the IEEE Congress on Evolutionary Computation, 2007

2006

Affective scene generation.

Carl Hultquist, James E. Gain, David E. Cairns

Proceedings of the 4th International Conference on Virtual Reality, 2006

2005

Evolving an improved axial structure for fibrillar collagen.

David E. Cairns, G. J. Cameron, T. J. Wess

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

2004

Improving the usability of the hierarchical file system.

Gary Marsden, David E. Cairns

South Afr. Comput. J., 2004

1993

Synchronization in dynamic neural networks.

David E. Cairns

PhD thesis, 1993

Constraints on Synchronizing Oscillator Networks.

David E. Cairns, Roland J. Baddeley, Leslie S. Smith

Neural Comput., 1993