20042019

Research output per year

If you made any changes in Pure these will be visible here soon.

Research Output

Filter
Conference contribution
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

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

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

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

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)

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

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

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

2014

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

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

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

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

2012

Guide objective assisted particle swarm optimization and its application to history matching

Reynolds, A., Abdollahzadeh, A., Corne, D., Christie, M. A., Davies, B. & Williams, G., Sep 2012, Parallel Problem Solving from Nature - PPSN XII: 12th International Conference, Taormina, Italy, September 1-5, 2012, Proceedings, Part II. Coello Coello, C. A., Cutello, V., Deb, K., Forrest, S., Nicosia, G. & Pavone, M. (eds.). Springer, p. 195-204 10 p. (Lecture Notes in Computer Science; vol. 7492).

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

2011

Estimation of distribution algorithms applied to history matching

Abdollahzadeh, A., Reynolds, A., Christie, M., Corne, D., Williams, G. & Davies, B., 2011, Society of Petroleum Engineers - SPE Reservoir Simulation Symposium 2011. Vol. 1. p. 218-231 14 p.

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

2010

Authorship attribution in Arabic using a hybrid of evolutionary search and linear discriminant analysis

Shaker, K. & Corne, D., 2010, 2010 UK Workshop on Computational Intelligence, UKCI 2010.

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

Comparative analysis of search and score metaheuristics for Bayesian network structure learning using node juxtaposition distributions

Wu, Y., McCall, J. & Corne, D., 2010, Parallel Problem Solving from Nature, PPSN XI - 11th International Conference, Proceedings. PART 1 ed. Vol. 6238 LNCS. p. 424-433 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6238 LNCS, no. PART 1).

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

Comparing feature bias and feature selection strategies for many-attribute machine learning

Luo, S. & Corne, D., 2010, Proceedings of the 10th IASTED International Conference on Artificial Intelligence and Applications, AIA 2010. p. 50-57 8 p.

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

Feature selection and classification in bioscience/medical datasets: Study of parameters and multi-objective approach in two-phase EA/k-NN method

Dissanayake, M. S. B. & Corne, D. W., 2010, 2010 UK Workshop on Computational Intelligence, UKCI 2010.

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

Feature selection for multi-purpose predictive models: A many-objective task

Reynolds, A. P., Corne, D. W. & Chantler, M. J., 2010, Parallel Problem Solving from Nature, PPSN XI - 11th International Conference, Proceedings. PART 1 ed. Vol. 6238 LNCS. p. 384-393 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6238 LNCS, no. PART 1).

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

Multi-objective probability collectives

Waldock, A. & Corne, D., 2010, Applications of Evolutionary Computation - EvoApplicatons 2010: EvoCOMPLEX, EvoGAMES, EvoIASP, EvoINTELLIGENCE, EvoNUM, and EvoSTOC, Proceedings. PART 1 ed. Vol. 6024 LNCS. p. 461-470 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6024 LNCS, no. PART 1).

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

Noisy multiobjective optimization on a budget of 250 evaluations

Knowles, J., Corne, D. & Reynolds, A., 2010, Evolutionary Multi-Criterion Optimization - 5th International Conference, EMO 2009, Proceedings. Vol. 5467 LNCS. p. 36-50 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5467 LNCS).

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

Optimisation and generalisation: Footprints in instance space

Corne, D. W. & Reynolds, A. P., 2010, Parallel Problem Solving from Nature, PPSN XI - 11th International Conference, Proceedings. PART 1 ed. Vol. 6238 LNCS. p. 22-31 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6238 LNCS, no. PART 1).

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

Optimization of LTE scheduling using multi-objective evolutionary algorithms

Thompson, A., Corne, D. & Wang, C. X., 2010, 2010 UK Workshop on Computational Intelligence, UKCI 2010.

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

Outperforming buy-and-hold with evolved technical trading rules: Daily, weekly and monthly trading

Lohpetch, D. & Corne, D., 2010, Applications of Evolutionary Computation - EvoApplications 2010: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoMUSART, and EvoTRANSLOG, Proceedings. PART 2 ed. Vol. 6025 LNCS. p. 171-181 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6025 LNCS, no. PART 2).

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

2009

A multiobjective GRASP for rule selection

Reynolds, A. P., Corne, D. W. & De La Iglesia, B., 2009, Proceedings of the 11th Annual Genetic and Evolutionary Computation Conference, GECCO-2009. p. 643-650 8 p.

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

An improved fitness function and mutation operator for metaheuristic approaches to the bandwidth minimization problem

Koohestani, B. & Corne, D. W., 2009, BICS 2008 - Proceedings of the 1st International Conference: Bio-Inspired Computational Methods Used for Solving Difficult Problems-Development of Intelligent and Complex Systems. Vol. 1117. p. 21-28 8 p.

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

An investigation of topologies and migration schemes for asynchronous distributed evolutionary algorithms

Hijaze, M. & Corne, D., 2009, 2009 World Congress on Nature and Biologically Inspired Computing, NABIC 2009 - Proceedings. p. 636-641 6 p.

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

Discovering effective technical trading rules with genetic programming: Towards robustly outperforming buy-and-hold

Lohpetch, D. & Corne, D., 2009, 2009 World Congress on Nature and Biologically Inspired Computing, NABIC 2009 - Proceedings. p. 439-444 6 p.

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

Evolutionary optimization guided by entropy-based discretization

Sheri, G. & Corne, D. W., 2009, Applications of Evolutionary Computing - EvoWorkshops 2009: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG, Proceedings. Vol. 5484 LNCS. p. 695-704 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5484 LNCS).

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

Human readable rule induction in medical data mining

Daud, N. R. & Corne, D. W., 2009, Proceedings of the European Computing Conference. VOL.1 ed. Vol. 27 LNEE. p. 787-798 12 p. (Lecture Notes in Electrical Engineering; vol. 27 LNEE, no. VOL.1).

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

Hyper-heuristic decision tree induction

Vella, A., Corne, D. & Murphy, C., 2009, 2009 World Congress on Nature and Biologically Inspired Computing, NABIC 2009 - Proceedings. p. 409-414 6 p.

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

2008

Intelligent operators for localisation of dynamic smart dust networks

Rollings, G. A. & Corne, D. W., 2008, Proceedings - 8th International Conference on Hybrid Intelligent Systems, HIS 2008. p. 477-482 6 p.

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

Readable and accurate rulesets with ORGA

Daud, M. N. R. & Corne, D., 2008, Parallel Problem Solving from Nature - PPSN X - 10th International Conference, Proceedings. Vol. 5199 LNCS. p. 869-878 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5199 LNCS).

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

The simplest evolution/learning hybrid: LEM with KNN

Sheri, G. & Corne, D. W., 2008, 2008 IEEE Congress on Evolutionary Computation, CEC 2008. p. 3244-3251 8 p.

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

2007

Characterising DNA/RNA signals with crisp hypermotifs: A case study on core promoters

Pridgeon, C. & Corne, D., 2007, Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics - 5th European Conference, EvoBIO 2007, Proceedings. Vol. 4447 LNCS. p. 227-235 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4447 LNCS).

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

Investigating hybrids of evolutionary search and linear discriminant analysis for authorship attribution

Shaker, K., Corne, D. & Everson, R., 2007, 2007 IEEE Congress on Evolutionary Computation, CEC 2007. p. 2071-2077 7 p.

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