20042019

Research output per year

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Research Output

2019

An efficient multi-objective optimization method for use in the design of marine protected area networks

Fox, A. D., Corne, D. W., Mayorga Adame, C. G., Polton, J. A., Henry, L-A. & Roberts, J. M., 5 Feb 2019, In : Frontiers in Marine Science. 6, 17.

Research output: Contribution to journalArticle

Open Access
File
22 Downloads (Pure)

Infeasibility and structural bias in Differential Evolution

Caraffini, F., Kononova, A. V. & Corne, D., Sep 2019, In : Information Sciences. 496, p. 161-179 19 p.

Research output: Contribution to journalArticle

Open Access
File
2018

A novel nonlinear discriminant classifier trained by an evolutionary algorithm

Ursani, Z. & Corne, D. W., 26 Feb 2018, Proceedingsof 2018 10th International Conference on Machine Learning and Computing, ICMLC 2018. Association for Computing Machinery, p. 336-340 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Application of mass balancing theorem to multi-commodity flow network with multi-separators

Ursani, Z. & Corne, D. W., 11 Jan 2018, 2017 International Conference on Intelligent Computing and Control Systems (ICICCS). IEEE, p. 1338-1343 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Evolutionary Algorithms

Corne, D. & Lones, M. A., 22 Feb 2018, Handbook of Heuristics. Martí, R., Panos, P. & Resende, M. (eds.). Springer

Research output: Chapter in Book/Report/Conference proceedingChapter

Forecasting the flow of urban pollution with cellular automata

Benjavanich, S., Ursani, Z. & Corne, D., 14 Jun 2018, 5th IFIP Conference on Sustainable Internet and ICT for Sustainability (SustainIT). IEEE, 8379801

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
39 Downloads (Pure)

Use of reliability engineering concepts in machine learning for classification

Ursani, Z. & Corne, D. W., 5 Feb 2018, IEEE 4th International Conference on Soft Computing and Machine Intelligence (ISCMI). IEEE, p. 30-34 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2017

Combining Soft Robotics and Brain-Machine Interfaces for Stroke Rehabilitation

Vargas, P. A., Brasil, F. L., McConnell, A. C., Vallejo, M., Corne, D. W., Stokes, A. A. & Moioli, R. C., 2017, Converging Clinical and Engineering Research on Neurorehabilitation II: Proceedings of the 3rd International Conference on NeuroRehabilitation (ICNR2016), October 18-21, 2016, Segovia, Spain. Ibáñez, J., González-Vargas, J., Azorín, J. M., Akay, M. & Pons, J. L. (eds.). Springer, p. 1257-1262 6 p. (Biosystems & Biorobotics; vol. 15).

Research output: Chapter in Book/Report/Conference proceedingOther chapter contribution

Evolutionary algorithms under noise and uncertainty: A location-allocation case study

Vallejo, M. & Corne, D. W., 13 Feb 2017, 2016 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE, 7849959

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
24 Downloads (Pure)

Evolving Boolean Networks for Biological Control: State Space Targeting in Scale Free Boolean Networks

Taou, N. S., Corne, D. & Lones, M. A., 2 Jan 2017, 2016 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB). IEEE, 7758125

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
40 Downloads (Pure)

Improving forecast accuracy for grid demand and renewables supply with pattern-match features

Sanusi, U. S. & Corne, D., 13 Feb 2017, 2016 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE, 7849849

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Robotic devices and brain-machine interfaces for hand rehabilitation post-stroke

McConnell, A. C., Moioli, R. C., Brasil, F. L., Vallejo, M., Corne, D. W., Vargas, P. A. & Stokes, A. A., Jun 2017, In : Journal of Rehabilitation Medicine. 49, 6, p. 449-460 12 p.

Research output: Contribution to journalReview article

Open Access
File
33 Downloads (Pure)

Smart Community Energy Systems for Low Carbon Living

Peacock, A., Owens, E. H., Roaf, S. & Corne, D., 2017, Sustainable Buildings and Built Environments to Mitigate Climate Change in the Tropics: Conceptual and Practical Approaches. Karyono, T. H., Vale, R. & Vale, B. (eds.). Springer International Publishing, p. 91-100 10 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

SOPHIA: Soft Orthotic Physiotherapy Hand Interactive Aid

McConnell, A. C., Vallejo, M., Moioli, R. C., Brasil, F., Secciani, N., Nemitz, M. P., Riquart, C. P., Corne, D., Vargas, P. A. & Stokes, A. A., 2 Jun 2017, In : Frontiers in Mechanical Engineering. 3, 3.

Research output: Contribution to journalArticle

Open Access
File
51 Downloads (Pure)
2016

A multi-objective approach to predicting motor and cognitive deficit in Parkinson's disease patients

Vallejo, M., Cosgrove, J., Alty, J. E., Jamieson, S., Smith, S. L., Corne, D. W. & Lones, M. A., 2016, GECCO 2016 Companion: Proceedings of the 2016 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, p. 1369-1376 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Exploring diagnostic models of Parkinson's disease with multi-objective regression

Vallejo, M., Jamieson, S., Cosgrove, J., Smith, S. L., Lones, M. A., Alty, J. E. & Corne, D., Dec 2016, 2016 IEEE Symposium Series on Computational Intelligence. IEEE

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
15 Downloads (Pure)
Open Access
File
10 Downloads (Pure)
Open Access
File
46 Downloads (Pure)

Sensitivity of marine protected area network connectivity to atmospheric variability

Fox, A. D., Henry, L-A., Corne, D. W. & Roberts, J. M., Nov 2016, In : Royal Society Open Science. 3, 11, 160494.

Research output: Contribution to journalArticle

Open Access
File
12 Downloads (Pure)

Towards Intelligent Biological Control: Controlling Boolean Networks with Boolean Networks

Taou, N. S., Corne, D. & Lones, M. A., 15 Mar 2016, Applications of Evolutionary Computation: Proceedings of 19th European Conference, EvoApplications 2016. Squillero, G. & Burelli, P. (eds.). Springer International Publishing, p. 351-362 12 p. (Lecture Notes in Computer Science; vol. 9597).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Using multiobjective evolutionary algorithms to understand Parkinson's disease

Vallejo, M., Cosgrove, J., Alty, J. E., Smith, S. L., Corne, D. W. & Lones, M. A., 2016, GECCO 2016 Companion: Proceedings of the 2016 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, p. 13-14 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2015

Accurate localized short term weather prediction for renewables planning

Corne, D., Dissanayake, M., Peacock, A., Galloway, S. & Owens, E. H., 15 Jan 2015.

Research output: Contribution to conferencePaper

Agent-based modelling for green space allocation in urban areas: Factors influencing agent behaviour

Vallejo, M., Rieser, V. & Corne, D., 2015, ICAART 2015 - 7th International Conference on Agents and Artificial Intelligence, Proceedings. SciTePress, Vol. 1. p. 257-262 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

An adaptive metropolis-hasting sampling algorithm for reservoir uncertainty quantification in Bayesian inference

Abdollahzadeh, A., Christie, M. A. & Corne, D., 2015, Society of Petroleum Engineers - SPE Reservoir Simulation Symposium 2015. Society of Petroleum Engineers , Vol. 2. p. 1243-1265 23 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Engineering fitness inheritance and co-operative evolution into state-of-the-art optimizers

Hameed, A. H. A., Kononova, A. & Corne, D., 2015, 2015 IEEE Symposium Series on Computational Intelligence. IEEE, p. 1695-1702 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Evolutionary algorithms for bid-based dynamic economic load dispatch: a large-scale test case

Orike, S. & Corne, D. W., 2015, IEEE SSCI 2014: 2014 IEEE Symposium Series on Computational Intelligence - CIDUE 2014: 2014 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments, Proceedings. IEEE, p. 69-76 8 p. 7007869

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
113 Downloads (Pure)

Feature selection for accurate short-term forecasting of local wind-speed

Sanusi, U. & Corne, D., 2015, 2015 IEEE 8th International Workshop on Computational Intelligence and Applications (IWCIA). IEEE, p. 121-126 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Orchestration of Renewable Generation in Low Energy Buildings and Districts Using Energy Storage and Load Shaping

Tuohy, P., Kim, J-M., Samuel, A., Peacock, A., Owens, E. H., Dissanayake, M., Corne, D., Chaney, J., Bryden, L., Galloway, S., Stephen, B., Santonja, S. & Todoli, D., Nov 2015, In : Energy Procedia. 78, p. 2172-2177

Research output: Contribution to journalArticle

Open Access
File
84 Downloads (Pure)

Structural bias in population-based algorithms

Kononova, A. V., Corne, D. W., De Wilde, P., Shneer, V. & Caraffini, F., 2015, In : Information Sciences. 298, p. 468-490 23 p.

Research output: Contribution to journalArticle

2014

Autarkic Energy Systems: Balancing Supply And Demand with Energy Storage and Controls in Local Energy Micro-grids

Owens, E. H., Peacock, A., Roaf, S., Corne, D., Dissanayake, M., Galloway, S., Stephens, B. & Tuohy, P., 10 Dec 2014.

Research output: Contribution to conferencePaper

Open Access
File
84 Downloads (Pure)

Evolving optimal spatial allocation policies for complex and uncertain environments

Vallejo, M., Corne, D. W. & Rieser, V., 1 Jan 2014, Communications in Computer and Information Science. Springer, Vol. 449. p. 351-369 19 p. (Communications in Computer and Information Science; vol. 449).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hot topics in CHI: trend maps for visualising research

Padilla, S., Methven, T. S., Corne, D. W. & Chantler, M. J., 2014, Proceedings on Conference on Human Factors in Computing Systems 2014. Association for Computing Machinery, p. 815-824 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Predicting epileptic seizures in advance

Moghim, N. & Corne, D. W., 9 Jun 2014, In : PLoS ONE. 9, 6, e99334.

Research output: Contribution to journalArticle

Research strategy generation: Avoiding academic 'animal farm'

Methven, T. S., Padilla, S., Corne, D. W. & Chantler, M. J., 1 Jan 2014, Proceedings of the ACM Conference on Computer Supported Cooperative Work, CSCW. Association for Computing Machinery, p. 25-28 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
2013

A memetic algorithm for dynamic economic load dispatch optimization

Orike, S. & Corne, D. W., 10 Oct 2013, Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments, CIDUE 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013. p. 92-99 8 p. 6595777

Research output: Chapter in Book/Report/Conference proceedingConference contribution

An adaptive evolutionary algorithm for history-matching

Abdollahzadeh, A., Christie, M. A., Corne, D., Davies, B. & Elliott, M., 2013, 75th European Association of Geoscientists and Engineers Conference and Exhibition 2013: Changing Frontiers: Incorporating SPE EUROPEC 2013. Houten: EAGE Publishing BV, p. 5749-5763 15 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

An evolutionary algorithm for bid-based dynamic economic load dispatch in a deregulated electricity market

Orike, S. & Corne, D., 31 Dec 2013, 2013 13th UK Workshop on Computational Intelligence, UKCI 2013. p. 313-320 8 p. 6651322

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Automatic isotherm derivation from field data for oilfield scale-inhibitor squeeze treatments

Vazquez, O., Corne, D., Mackay, E. J. & Jordan, M. M., Jun 2013, In : SPE Journal. 18, 3, p. 563-574 12 p.

Research output: Contribution to journalArticle

Automatic Isotherm Derivation From Field Data for Oilfield Scale-Inhibitor Squeeze Treatments

Vazquez, O., Corne, D., Mackay, E. J. & Jordan, M. M., Jun 2013, In : SPE Journal. 18, 3, p. 563-574 12 p.

Research output: Contribution to journalArticle

Crowdfunding genomics and bioinformatics

Cameron, P., Corne, D. W., Mason, C. E. & Rosenfeld, J., 2013, In : Genome Biology. 14, 9, 5 p., 134.

Research output: Contribution to journalEditorial

Estimation of distribution algorithms applied to history matching

Abdollahzadeh, A., Reynolds, A., Christie, M. A., Corne, D., William, G. & Davies, B., Jun 2013, In : SPE Journal. 18, 3, p. 508-517 10 p.

Research output: Contribution to journalArticle

Evolving urbanisation policies: Using a statistical model to accelerate optimisation over agent-based simulations

Vallejo, M., Corne, D. W. & Rieser, V., 27 May 2013, ICAART 2013 - Proceedings of the 5th International Conference on Agents and Artificial Intelligence. Vol. 2. p. 171-181 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Finding biologically plausible complex network topologies with a new evolutionary approach for network generation

Govan, G., Chlanda, J., Corne, D., Xenos, A. O. & Frisco, P., 29 Aug 2013, Advances in Intelligent Systems and Computing. Vol. 227. p. 59-73 15 p. (Advances in Intelligent Systems and Computing; vol. 227).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Large-scale optimization: Are co-operative co-evolution and fitness inheritance additive?

Hameed, A., Corne, D., Morgan, D. & Waldock, A., 31 Dec 2013, 2013 13th UK Workshop on Computational Intelligence, UKCI 2013. IEEE, p. 104-111 8 p. 6651294

Research output: Chapter in Book/Report/Conference proceedingConference contribution

MOPC/D: A new Probability Collectives algorithm for Multiobjective Optimisation

Morgan, D., Waldock, A. & Corne, D., 16 Apr 2013, p. tba. 8 p.

Research output: Contribution to conferencePaper

Multi-Objective Topic Modelling

Corne, D., Khalifa, O., Chantler, M. & Halley, F., 19 Mar 2013, p. 51-65. 15 p.

Research output: Contribution to conferencePaper

Short term wind speed forecasting with evolved neural networks

Corne, D., Reynolds, A., Galloway, S., Owens, E. H. & Peacock, A., 6 Jul 2013, Proceedings of the 15th Annual Conference Companion on Genetic and Evolutionary Computation. Association for Computing Machinery, p. 1521-1528 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution