David E. Cairns

35 papers A 7B 6C 2Misc 1Journal 7Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Evaluating a Novel Explainability Method for Metaheuristics via a User Study. GECCO Companion Giancarlo Antonino Pasquale Ignazio Catalano, Alexander E. I. Brownlee, David E. Cairns, John A. W. McCall, Russell Ainslie
2025	A	`conf`	Interpretable Decision Trees to Predict Solution Fitness. GECCO Giancarlo Antonino Pasquale Ignazio Catalano, Alexander E. I. Brownlee, David E. Cairns, Russell Ainslie, John A. W. McCall
2024	—	`conf`	Explaining a Staff Rostering Problem Using Partial Solutions. SGAI Conf. (2) Giancarlo Antonino Pasquale Ignazio Catalano, Alexander E. I. Brownlee, David E. Cairns, John A. W. McCall, Martin Fyvie, Russell Ainslie
2024	—	`conf`	Mining Potentially Explanatory Patterns via Partial Solutions. GECCO Companion Giancarlo Antonino Pasquale Ignazio Catalano, Alexander E. I. Brownlee, David E. Cairns, John A. W. McCall, Russell Ainslie
2024	J	`jnl`	Mining Potentially Explanatory Patterns via Partial Solutions. CoRR GianCarlo Catalano, Alexander E. I. Brownlee, David E. Cairns, John A. W. McCall, Russell Ainslie
2022	J	`jnl`	Towards Explainable Metaheuristic: Mining Surrogate Fitness Models for Importance of Variables. CoRR Manjinder Singh, Alexander E. I. Brownlee, David E. Cairns
2022	—	`conf`	Towards explainable metaheuristic: mining surrogate fitness models for importance of variables. GECCO Companion Manjinder Singh, Alexander E. I. Brownlee, David E. Cairns
2021	—	`conf`	Mining Markov Network Surrogates to Explain the Results of Metaheuristic Optimisation. SICSA XAI Alexander E. I. Brownlee, Aidan Wallace, David E. Cairns
2021	—	`conf`	Towards Explaining Metaheuristic Solution Quality by Data Mining Surrogate Fitness Models for Importance of Variables. SGAI Conf. Aidan Wallace, Alexander E. I. Brownlee, David E. Cairns
2020	J	`jnl`	Optimising efficacy of antibiotics against systemic infection by varying dosage quantities and times. PLoS Comput. Biol. Andy Hoyle, David E. Cairns, Iona Paterson, Stuart McMillan, Gabriela Ochoa, Andrew P. Desbois
2019	—	`conf`	Effective Use of Evolutionary Computation to Parameterise an Epidemiological Model. CIBB Ryan Mitchell, David E. Cairns, Dalila Hamami, Kevin G Pollock, Carron Shankland
2018	A	`conf`	Multifractality and dimensional determinism in local optima networks. GECCO Sarah L. Thomson, Sébastien Vérel, Gabriela Ochoa, Nadarajen Veerapen, David E. Cairns
2017	B	`conf`	Exploring Fitness and Edit Distance of Mutated Python Programs. EuroGP Saemundur O. Haraldsson, John R. Woodward, Alexander E. I. Brownlee, David E. Cairns
2013	C	`conf`	Applying a Hybrid Targeted Estimation of Distribution Algorithm to Feature Selection Problems. IJCCI Geoffrey Neumann, David E. Cairns
2013	J	`jnl`	The Prohibitive Link between Position-based Routing and Planarity. EAI Endorsed Trans. Mob. Commun. Appl. David E. Cairns, Marwan Fayed, Hussein T. Mouftah
2012	A	`conf`	Evolving Bio-PEPA process algebra models using genetic programming. GECCO David Marco, Carron Shankland, David E. Cairns
2012	Misc	`conf`	Introducing intervention targeting into estimation of distribution algorithms. SAC Geoffrey Neumann, David E. Cairns
2012	—	`conf`	Investigating Co-infection Dynamics through Evolution of Bio-PEPA Model Parameters: A Combined Process Algebra and Evolutionary Computing Approach. CMSB David Marco, Erin Scott, David E. Cairns, Andrea L. Graham, Judi Allen, Simmi Mahajan, Carron Shankland
2012	A	`conf`	Poster: towards position-based routing for mobile environments. MobiSys David E. Cairns, Marwan Fayed
2012	—	`conf`	Revisiting Planarity in Position-Based Routing for Wireless Networks. ADHOCNETS David E. Cairns, Marwan Fayed, Hussein T. Mouftah
2012	B	`conf`	Targeted EDA adapted for a routing problem with variable length chromosomes. IEEE Congress on Evolutionary Computation Geoffrey Neumann, David E. Cairns
2011	B	`conf`	Optimisation of process algebra models using evolutionary computation. IEEE Congress on Evolutionary Computation David Marco, David E. Cairns, Carron Shankland
2009	J	`jnl`	A mobile knowledge management and decision support tool for soil analysis. Int. J. Inf. Manag. Julie Cowie, David E. Cairns, Martin Blunn, Clare Wilson, Edward Pollard, Donald Davidson
2008	B	`conf`	Bio-control in mushroom farming using a Markov network EDA. IEEE Congress on Evolutionary Computation Yanghui Wu, John A. W. McCall, Paul Michael Godley, Alexander E. I. Brownlee, David E. Cairns, Julie Cowie
2008	C	`conf`	Fitness directed intervention crossover approaches applied to bio-scheduling problems. CIBCB Paul Michael Godley, David E. Cairns, Julie Cowie, John A. W. McCall
2008	A	`conf`	Optimisation and fitness modelling of bio-control in mushroom farming using a Markov network eda. GECCO Alexander E. I. Brownlee, Yanghui Wu, John A. W. McCall, Paul Michael Godley, David E. Cairns, Julie Cowie
2008	B	`conf`	Optimisation of cancer chemotherapy schedules using directed intervention crossover approaches. IEEE Congress on Evolutionary Computation Paul Michael Godley, Julie Cowie, David E. Cairns, John A. W. McCall, C. Howie
2008	A	`conf`	The effects of mutation and directed intervention crossover when applied to scheduling chemotherapy. GECCO Paul Michael Godley, David E. Cairns, Julie Cowie, Kevin Swingler, John A. W. McCall
2007	B	`conf`	Directed intervention crossover applied to bio-control scheduling. IEEE Congress on Evolutionary Computation Paul Michael Godley, David E. Cairns, Julie Cowie
2007	—	`conf`	Mobile Decision Making and Knowledge Management: Supporting Geoarchaeologists in the Field. ICEIS (2) Martin Blunn, Julie Cowie, David E. Cairns, Clare Wilson, Donald Davidson
2006	—	`conf`	Affective scene generation. Afrigraph Carl Hultquist, James E. Gain, David E. Cairns
2005	A	`conf`	Evolving an improved axial structure for fibrillar collagen. GECCO David E. Cairns, G. J. Cameron, T. J. Wess
2004	J	`jnl`	Improving the usability of the hierarchical file system. South Afr. Comput. J. Gary Marsden, David E. Cairns
1993	J	`jnl`	Constraints on Synchronizing Oscillator Networks. Neural Comput. David E. Cairns, Roland J. Baddeley, Leslie S. Smith
1993	—	`—`	Synchronization in dynamic neural networks. David E. Cairns