David E. Cairns

Orcid: 0000-0002-0246-3821

According to our database1, David E. Cairns authored at least 30 papers between 1993 and 2024.

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

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Mining Potentially Explanatory Patterns via Partial Solutions.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

2022
Towards explainable metaheuristic: mining surrogate fitness models for importance of variables.
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.
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.
Proceedings of the Artificial Intelligence XXXVIII, 2021

2020
Optimising efficacy of antibiotics against systemic infection by varying dosage quantities and times.
PLoS Comput. Biol., 2020

2019
Effective Use of Evolutionary Computation to Parameterise an Epidemiological Model.
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2019

2018
Multifractality and dimensional determinism in local optima networks.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018

2017
Exploring Fitness and Edit Distance of Mutated Python Programs.
Proceedings of the Genetic Programming - 20th European Conference, 2017

2013
The Prohibitive Link between Position-based Routing and Planarity.
EAI Endorsed Trans. Mob. Commun. Appl., 2013

Applying a Hybrid Targeted Estimation of Distribution Algorithm to Feature Selection Problems.
Proceedings of the IJCCI 2013, 2013

2012
Introducing intervention targeting into estimation of distribution algorithms.
Proceedings of the ACM Symposium on Applied Computing, 2012

Poster: towards position-based routing for mobile environments.
Proceedings of the 10th International Conference on Mobile Systems, 2012

Evolving Bio-PEPA process algebra models using genetic programming.
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.
Proceedings of the Computational Methods in Systems Biology, 2012

Targeted EDA adapted for a routing problem with variable length chromosomes.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Revisiting Planarity in Position-Based Routing for Wireless Networks.
Proceedings of the Ad Hoc Networks - 4th International ICST Conference, 2012

2011
Optimisation of process algebra models using evolutionary computation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2009
A mobile knowledge management and decision support tool for soil analysis.
Int. J. Inf. Manag., 2009

2008
The effects of mutation and directed intervention crossover when applied to scheduling chemotherapy.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Optimisation and fitness modelling of bio-control in mushroom farming using a Markov network eda.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Fitness directed intervention crossover approaches applied to bio-scheduling problems.
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.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Optimisation of cancer chemotherapy schedules using directed intervention crossover approaches.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007
Mobile Decision Making and Knowledge Management: Supporting Geoarchaeologists in the Field.
Proceedings of the ICEIS 2007, 2007

Directed intervention crossover applied to bio-control scheduling.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

2006
Affective scene generation.
Proceedings of the 4th International Conference on Virtual Reality, 2006

2005
Evolving an improved axial structure for fibrillar collagen.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

2004
Improving the usability of the hierarchical file system.
South Afr. Comput. J., 2004

1993
Synchronization in dynamic neural networks.
PhD thesis, 1993

Constraints on Synchronizing Oscillator Networks.
Neural Comput., 1993


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