New Book - out now!

Books

Brabazon A., O'Neill M., McGarraghy S. 2015. Natural Computing Algorithms. Springer

Dempsey I., O'Neill M., Brabazon A. 2009. Foundations in Grammatical Evolution for Dynamic Environments. Springer

Brabazon A., O'Neill M. 2006. Biologically Inspired Algorithms for Financial Modelling. Springer

O'Neill M., Ryan C. 2003. Grammatical Evolution. Evolutionary Automatic Programming in an Arbitrary Language. Kluwer Academic Publishers

Edited Books

2016. Applications of Evolutionary Computing – EvoApplications 2016. Springer

Brabazon A., O'Neill M, Maringer D. 2011. Natural Computing in Computational Finance (Volume 4). Springer

Di Chio C., Brabazon A., Di Caro G., Ebner M., Farooq M., Fink A., Grahl J., Greenfield G., Machado P., O'Neill M., Tarantino E., Urquhart N. 2010. Applications of Evolutionary Computation: EvoApplications 2010: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoMUSART, and EvoTRANSLOG. Springer

Brabazon A., O'Neill M., Maringer D. 2010. Natural Computing in Computational Finance (Volume 3). Springer

Branke J., Alba E., Arnold D.V., Bongard J., Brabazon A., Butz M., Clune J., Cohen M., Deb K., Engelbrecht A.P., Krasnogor N., Miller J.F., O'Neill M., Sastry K., Thierens D., van Hemert J., Vanneschi L., Witt C. 2010. GECCO 2010: Proceedings of the 12th Annual Conference on Genetic and Evolutionary Computation. ACM

Brabazon A., O'Neill M. 2009. Natural Computing in Computational Finance (Volume 2). Springer

Giacobini, M., Brabazon, A., Cagnoni, S., Di Caro, G.A., Ekart, A., Esparcia-Alcázar, A.I., Farooq, M., Fink, A., Machado, P., McCormack, J., O'Neill, M., Neri, F., Preuß, M., Rothlauf, F., Tarantino, E., Yang, S. 2009. Applications of Evolutionary Computing. Proceedings of EvoWorkshops 2009.. Springer

Raidl G., Rothlauf R., Squillero G., Drechsler R., Stuetzle T., Birattari M., Congdon C.B., Middendorf M., Blum C., Cotta C., Bosman P., Grahl J., Knowles J., Corne D., Beyer H-G., Stanley K., Miller J.F., van Hemert J., Lenaerts T., Ebner M., Bacardit J., O'Neill M., Di Penta M., Doerr B., Jansen T., Poli R., Alba E. 2009. GECCO '09: Proceedings of the 11th Annual conference on Genetic and evolutionary computation. ACM

Brabazon A., O'Neill M. 2008. Natural Computing in Computational Finance. Springer

O'Neill M., Vanneschi L., Gustafson S., Esparcia-Alcazar A., DeFalco I., Della Ciopa A., Tarantino E. 2008. Genetic Programming. Proceedings of the 11th European Conference on Genetic Programming, EuroGP 2008. Springer

Giacobini M., Brabazon A., Cagnoni S., DiCaro G.A., Drechsler R., Ekart A., Esparcia-Alcazar A., Farooq M., Fink A., McCormack J., O'Neill M., Romero J., Rothlauf F., Squillero G., Uyar A.S., Yang S. 2008. Applications of Evolutionary Computing. Proceedings of the EvoWorkshops 2008. Springer

Ebner M., O'Neill M., Ekart A., Vanneschi L., Esparcia Alcazar A. 2007. Genetic Programming. Proceedings of the 10th European Conference, EuroGP 2007. Springer

Giacobini M., Farooq M., Di Caro G.A., Brabazon A., O'Neill M., Drechsler R., Squillero G., Cagnoni S., Lutton E., Takagi H., Machado P., Romero J., Etaner-Uyar S., Yang S., Fink A., Minner S., Rothlauf F., Esparcia-Alcazar A., Vanneschi L 2007. Applications of Evolutionary Computation. Proceedings of the EvoWorkshops 2007. Springer

O'Neill M. 2005. Proceedings of the ACM SIGEVO Graduate Student Workshop. ISGEC

O'Neill M., Ryan C. 2004. Proceedings of the Grammatical Evolution Workshop 2004. ISGEC

O'Neill M., Ryan C. 2003. Proceedings of the Grammatical Evolution Workshop 2003. AAAI

O'Neill M., Sutcliffe R.F.E., Ryan C., Eaton M., Griffith N.J.L. 2002. Proceedings of the Artificial Intelligence and Cognitive Science Conference 2002. Springer

O'Neill M., Ryan C. 2002. Proceedings of the Grammatical Evolution Workshop 2002. AAAI

Journal Articles

O'Neill M., Nicolau M. 2017. Distilling the salient features of natural systems: Commentary on “On the mapping of genotype to phenotype in evolutionary algorithms” by Whigham, Dick and Maclaurin. Genetic Programming and Evolvable Machines, pp. Vol. No.,

Loughran R., Agapitos A., Kattan A., Brabazon A., O'Neill M. 2017. Feature Selection for Speaker Verification using Genetic Programming. Evolutionary Intelligence, pp. Vol. No.,

Agapitos A., Brabazon A., O'Neill M. 2017. Regularised Gradient Boosting for Financial Time-series Modelling. Computational Management Science, pp. Vol. No.,

Fenton M., Lynch D., Kucera S., Claussen H., O'Neill M. 2017. Multilayer Optimization of Heterogeneous Networks Using Grammatical Genetic Programming. IEEE Transactions on Cybernetics, pp. Vol. No.,

Loughran R., O'Neill M. 2017. Limitations from Assumptions in Generative Music Evaluation. Journal of Creative Music Systems, pp. Vol.2 No.1,

Fenton M., McNally C., Byrne J., Hemberg E., McDermott J., O'Neill M. 2016. Discrete Planar Truss Optimization by Node Position Variation using Grammatical Evolution. IEEE Transactions on Evolutionary Computation, pp.577-589 Vol.20 No.4,

O'Neill M. 2016. Semantic methods in genetic programming. Genetic Programming and Evolvable Machines, pp.3-4 Vol.17 No.1,

Nicolau M., Perez-Liebana D., O'Neill M., Brabazon A. 2016. Evolutionary Behaviour Tree Approaches for Navigating Platform Games. IEEE Transactions on Computational Intelligence and AI in Games, pp.227-238 Vol.9 No.3,

Kattan A., Agapitos A., Ong Y-S., Alghamedi A.A., O'Neill M. 2016. GP Made Faster with Semantic Surrogate Modelling. Information Sciences, pp.169-185 Vol.355 No.,

Agapitos A., O'Neill M., Kattan A., Lucas S. 2016. Recursion in Tree-based Genetic Programming. Genetic Programming and Evolvable Machines, pp. Vol. No.,

Brabazon A., Lipinski P. and Hamill P. 2016. Characterising Order Book Evolution Using Self-Organising Maps. Evolutionary Intelligence, pp.167-179 Vol.9 No.4,

Yin Z., O'Sullivan C. and Brabazon A. 2016. An Analysis of the Performance of Genetic Programming for Realised Volatility Forecasting. Journal of Artificial Intelligence and Soft Computing Research, pp.155-172 Vol.6 No.3,

Brabazon A., Cui W., O'Neill M. 2015. Raven Roosting Optimisation Algorithm. Soft Computing, pp.525-545 Vol.20 No.2,

Cui, W., Brabazon, A. and Agapitos, A. 2015. Extending the Bat Foraging Metaphor for Optimisation Algorithm Design. International Journal of Metaheuristics, pp.1-26 Vol.4 No.1, [file]

Byrne J., Fenton M., Hemberg E., McDermott J., O'Neill M. 2014. Optimising Complex Pylon Structures with Grammatical Evolution. Information Sciences, pp.582-597 Vol.316 No.,

Fenton M., McNally C., Byrne J., Hemberg E., McDermott J., O'Neill M. 2014. Automatic innovative truss design using grammatical evolution. Automation in Construction, pp.59-69 Vol.39 No.,

Byrne J., Cardiff P., Brabazon A., O'Neill M. 2014. Evolving Parametric Aircraft Models for Design Exploration and Optimisation. Neurocomputing, pp.39-47 Vol.142 No.,

Hemberg E., Ho L., O'Neill M., Claussen H. 2013. A Comparison Of Grammatical Genetic Programming Grammars For Controlling Femtocell Network Coverage. Genetic Programming and Evolvable Machines, pp.65-93 Vol.14 No.1,

Nguyen Q.U., Nguyen X.H., O'Neill M., McKay R.I., Dao N.P. 2013. On the Roles of Semantic Locality of Crossover in Genetic Programming. Information Sciences, pp.195-213 Vol.235 No., Elsevier

Byrne J., Hemberg E., O'Neill M., Brabazon A. 2013. A Methodology for User Directed Search in Evolutionary Design. Genetic Programming and Evolvable Machines, pp.287-314 Vol.14 No.3, Springer [file]

McDermott J. 2013. Graph grammars for evolutionary 3D design. Genetic Programming and Evolvable Machines, pp.369-393 Vol.14 No.3,

Brabazon A., Cui W., O'Neill M. 2013. Examining the Role of Perception, Social and Private Information in Honey Bee Foraging. International Journal of Innovative Computing and Applications, pp.240-261 Vol.5 No.4, [file]

McDermott J., Swafford J.M., Hemberg M., Byrne J., Hemberg E., Fenton M., McNally C., Shotton E., O'Neill M. 2012. An Assessment of String-Rewriting Grammars for Evolutionary Architectural Design. Environment and Planning B, pp.713-731 Vol.39 No.4, Pion Ltd [file]

O'Neill M. 2012. Google Scholar Metrics h5-index correlated with Impact Factor. Tiny Transactions on Computer Science (TinyToCS), pp. Vol.1 No., [file]

Nguyen Q.U., Nguyen X.H., O'Neill M., McKay R.I., Galvan-Lopez E. 2011. Semantically-based Crossover in Genetic Programming: Application to Real-valued Symbolic Regression. Genetic Programming and Evolvable Machines, pp.91-119 Vol.12 No.2, [file]

O'Neill M., Brabazon A., Hemberg E. 2011. Tracer Spectrum: A visualisation method for distributed evolutionary computation. Genetic Programming and Evolvable Machines, pp.161-171 Vol.12 No.2, [file]

Cui W., Brabazon A., O'Neill M. 2011. Adaptive Trade Execution: A Grammatical Evolution Approach. International Journal of Financial Markets and Derivatives, pp.4-31 Vol.2 No.1/2, [file]

Galvan-Lopez E., Poli R., Kattan A., O'Neill M., Brabazon A. 2011. Neutrality in Evolutionary Algorithms... What do we know?. Evolving Systems, pp.145-163 Vol.2 No.3, [file]

Galvan-Lopez E., McDermott J., O'Neill M., Brabazon A. 2011. Defining locality as a problem difficulty measure in genetic programming. Genetic Programming and Evolvable Machines, pp.365-401 Vol.12 No.4, Springer [file]

McDermott J., Griffith N., O'Neill M. 2010. Interactive EC Control of Synthesized Timbre. Evolutionary Computation, pp.277-303 Vol.18 No.2, http://www.mitpressjournals.org/doi/pdf/10.1162/evco.2010.18.2.18205

Hugosson J., Hemberg E., Brabazon A., O'Neill M. 2010. Genotype Representations in Grammatical Evolution. Applied Soft Computing, pp.36-43 Vol.10 No., [file]

O'Neill M., McDermott J., Swafford J.M., Byrne J., Hemberg E., Shotton E., McNally C., Brabazon A., Hemberg M. 2010. Evolutionary Design using Grammatical Evolution and Shape Grammars: Designing a Shelter. International Journal of Design Engineering, pp.4-24 Vol.3 No.1, [file]

O'Neill M., Vanneschi L., Gustafon S., Banzhaf W. 2010. Open Issues in Genetic Programming. Genetic Programming and Evolvable Machines, pp.339-363 Vol.11 No.3-4, http://www.springerlink.com/content/a058142636361453/fulltext.pdf [file]

McKay R.I., Nguyen X.H., Whigham P.A., Shan Y., O'Neill M. 2010. Grammar-based Genetic Programming - A Survey. Genetic Programming and Evolvable Machines, pp.365-396 Vol.11 No.3-4, [file]

Fan K., Brabazon A., O'Sullivan C., O'Neill M. 2009. A Comparative Study of the Canonical Genetic Algorithm and a Real-valued Quantum-inspired Evolutionary Algorithm. International Journal of Intelligent Computing and Cybernetics, pp.494-512 Vol.2 No.3, [file]

O'Neill M. 2009. Book Review: A Field Guide to Genetic Programming. Genetic Programming and Evolvable Machines, pp.229-230 Vol.10 No.2, Springer [file]

O'Neill M., Brabazon A. 2009. Recent Patents on Genetic Programming. Recent Patents on Computer Science, pp. Vol.2 No.1, http://www.bentham.org/cseng/samples/cseng2-1/0005CSENG.pdf

O'Neill M., Brabazon A. 2008. Self-Organising Swarm (SOSwarm). Soft Computing, pp.1073-1080 Vol.12 No.11, Springer [file]

Fan K., O'Sullivan C., Brabazon A., O'Neill M. 2008. Non-linear Principal Component Analysis of the Implied Volatility Smile Using a Quantum-inspired Evolutionary Algorithm. Natural Computing in Computational Finance, pp.89-108 Vol. No., Springer [file]

Brabazon A., O'Neill M., Dempsey I. 2008. An Introduction to Evolutionary Computation in Finance. IEEE Computational Intelligence Magazine, pp.42-55 Vol. No., IEEE Press [file]

O'Neill M., Hemberg E., Gilligan C., Bartley E., McDermott J., Brabazon A. 2008. GEVA: Grammatical Evolution in Java. SIGEVOlution, pp.17-23 Vol.3 No.2, ACM http://www.sigevolution.org/issues/pdf/SIGEVOlution200802.pdf

Dempsey I., O'Neill M., Brabazon A. 2007. Constant Creation with Grammatical Evolution. International Journal of Innovative Computing and Applications, pp.23-38 Vol.1 No.1, [file]

Neary, P., Hurson, C., Briain, D. O., Brabazon, A., Mehigan, D., Keaveny, T. V., Sheehan, S. 2007. Abdominal aortic aneurysm repair and colonic infarction: a risk factor appraisal. Colorectal Disease, pp.166-172 Vol.9 No.2, [file]

Brabazon, A., Silva, A., Ferra de Sousa, T. 2006. InventSim: An agent-based model of product invention. Inteligencia Artificial, pp.77-84 Vol.9 No.28, [file]

Brabazon A., O'Neill M. 2006. Credit Classification Using Grammatical Evolution. Informatica, pp.325-335 Vol.30 No.3, [file]

O'Neill, M. and Brabazon, A. 2006. Grammatical Swarm: The Generation of Programs by Social Programming. Natural Computing, pp.443-462 Vol.5 No.4, [file]

Brabazon A., Silva A., de Sousa T.F., O'Neill M., Matthews R., Costa E. 2005. Investigating Strategic Inertia Using OrgSwarm. Informatica, pp.125-141 Vol.29 No.2, [file]

Brabazon A., Meagher K., Carty E., O'Neill M., Keenan P. 2005. Grammar-mediated time-series prediction. Journal of Intelligent Systems, pp.123-143 Vol.14 No.2-3, [file]

Brabazon A., Silva A., de Sousa T.F., O'Neill M., Matthews R., Costa E. 2005. Organisational Strategic Adaptation in the Presence of Inertia. Advances in Complex Systems, pp.497-520 Vol.8 No.4, [file]

Mofidi, R., Powell, T., Brabazon, A., Mehigan, D., Sheehan, S., MacErlaine, D. & Keaveny, T. V 2005. Prediction of the exact degree of internal carotid artery stenosis using an artificial neural network based on duplex velocity measurements. Annals of Vascular Surgery, pp.829-837 Vol.19 No.6, [file]

Brabazon A., O'Neill M. 2004. Evolving Technical Trading Rules for Spot Foreign-Exchange Markets Using Grammatical Evolution. Computational Management Science, pp.311-328 Vol.1 No.3-4, Springer [file]

Brabazon A., O'Neill M. 2004. Diagnosing Corporate Stability using Grammatical Evolution. International Journal of Applied Mathematics and Computer Science, pp.363-374 Vol.14 No.3, [file]

Brabazon, A. and Keenan, P. 2004. A hybrid genetic model for the prediction of corporate failure. Computational Management Science, pp.293-310 Vol.1 No.3-4, Springer [file]

O'Neill M., Ryan C., Keijzer M., Cattolico M. 2003. Crossover in Grammatical Evolution. Genetic Programming and Evolvable Machines, pp.67-93 Vol.4 No.1, Kluwer Academic Publishers

Brabazon A. 2002. Neural network design using an evolutionary algorithm. Irish Accounting Review, pp.1-18 Vol.9 No.1,

O'Neill M., Ryan C. 2001. Grammatical Evolution. IEEE Transactions on Evolutionary Computation, pp.349-358 Vol.5 No.4, IEEE

Book Chapters

Brabazon A., Cui W., O'Neill M. 2015. Information Propagation in a Social Network: The Case of a Fish Schooling Algorithm. Propagation Phenomena in Real World Networks, pp.27-51 Springer [file]

Brabazon, A., Agapitos, A. and O'Neill, M 2015. Promoting Better Generalisation in Multi-layer Perceptrons Using a Simulated Synaptic Downscaling Mechanism. New Developments in Evolutionary Computation Research, pp. [file]

Brabazon, A., McGarraghy S., Agapitos, A. 2015. Plant Propagation-Inspired Algorithms. New Developments in Evolutionary Computation Research, pp. [file]

Hemberg E., Ho L., O'Neill M., Claussen H. 2013. Representing Communication and Learning in Femtocell Pilot Power Control Algorithms. Genetic Programming Theory and Practice X, pp.223-238 Springer

Brabazon A., Dang J., Dempsey I., O'Neill M., Edelman D. 2012. Natural Computing in Finance - A Review. Handbook of Natural Computing, pp.1707-1735 Springer [file]

Agapitos, A., O'Neill, M. and Brabazon, A. 2012. Genetic Programming for the Induction of Seasonal Forecasts: A Study on Weather-derivatives. Financial Decision-making using Computational Intelligence, pp. Springer [file]

Tuite, C., Agapitos, A., O'Neill, M. and Brabazon, A. 2011. Tackling Overfitting in Evolutionary-driven Financial Model Induction. Natural Computation in Computational Finance (Volume IV), pp. Springer [file]

Brabazon A., O'Neill M., Maringer D. 2011. Natural Computing in Computational Finance (Volume 4): An Introduction. Natural Computation in Computational Finance (Volume IV), pp. Springer

McDermott J., Galvan-Lopez E., O'Neill M. 2011. A fine-grained view of phenotypes and locality in genetic programming. Genetic Programming Theory and Practice IX, pp.57-76 Springer

Brabazon A., O'Neill M., Maringer D. 2010. Natural Computing in Computational Finance (Volume 3): Introduction. Natural Computing in Computational Finance (Volume 3), pp.1-10 Springer

Cui W., Brabazon A., O'Neill M. 2010. Evolutionary Computation and Trade Execution. Natural Computing in Computational Finance (Volume 3), pp.51-70 Springer [file]

Bradley, R., Brabazon, A., O'Neill, M. 2009. A Neuro-evolutionary Approach for Interest Rate Modelling. Natural Computing in Computational Finance (volume II), pp.75-93 Springer

Schyuan, W., Brabazon, A. 2009. The Emergence of a Market: What Efforts can Entrepreneurs Make?. Natural Computing in Computational Finance (volume II), pp.225-243 Springer [file]

Brabazon A., O'Neill M. 2009. Natural Computing in Computational Finance (Volume 2): Introduction. Natural Computing in Computational Finance (Volume 2), pp.1-5 Springer

Brabazon A., O'Neill M. 2008. Bond Rating with piGrammatical Evolution. Knowledge-Driven Computing, pp.17-30 Springer [file]

Brabazon A., O'Neill M. 2008. Natural Computing in Computational Finance: An Introduction. Natural Computing in Computational Finance, pp.1-6 Springer

Dang J., Brabazon A., O'Neill M., Edleman D. 2008. Estimation of an EGARCH Volatility Option Pricing Model using a Bacteria Foraging Optimisation Algorithm. Natural Computing in Computational Finance, pp.109-130 Springer [file]

Edleman D. 2008. Using Kalman-Filtered Radial Basis Function Network for Index Arbitrage in the Financial Markets. Natural Computing in Computational Finance, pp.187-196 Springer

Fan K., O'Sullivan C., Brabazon A., O'Neill M., McGarraghy S. 2008. Calibration of the VGSSD Option Pricing Model using a Quantum-inspired Evolutionary Algorithm. Quantum Inspired Intelligent Systems, pp.133-153 Springer [file]

Dempsey, I., Brabazon, A., O�Neill, M. 2008. Grammatical Genetic Programming Representation for Radial Basis Function Networks. Engineering Evolutionary Intelligent Systems, pp.325-335 Springer [file]

Brabazon A., Silva A., de Sousa T.F., Matthews R., O'Neill M., Costa E. 2007. Simulating Product Invention using InventSim. Handbook of Research on Nature Inspired Computing for Economy and Management, pp.379-394 Idea Group [file]

O'Neill M., Leahy F., Brabazon A. 2006. Grammatical Swarm: A variable-length Particle Swarm Algorithm. Swarm Intelligent Systems, pp.59-74 Springer [file]

Brabazon A., Delahunty A., O'Callaghan D., Keenan P., O'Neill M. 2006. Financial Classification using an Artificial Immune System. Business Applications and Computational Intelligence, pp.389-406 Idea Group [file]

Perkins, R. and Brabazon, A. 2006. Predicting credit ratings with an MLP-GA hybrid. Artificial Neural Networks in Real-Life Applications, pp.220-237 Idea Group Inc. [file]

McDermott J., Griffith N., O'Neill M. 2006. Evolutionary Computation Applied to Sound Synthesis. The Art of Artificial Evolution, pp. Springer

Brabazon A., Silva A., de Sousa T.F., O'Neill M., Costa E. 2005. Simulating the Strategic Adaptation of Organisations using OrgSwarm. Handbook of Bioinspired Algorithms and Applications, pp.305-320 Chapman and Hall [file]

O'Neill M., Brabazon A., Ryan C. 2002. Forecasting Market Indices using Evolutionary Automatic Programming: A Case Study. Genetic Algorithms and Genetic Programming in Economics and Finance, pp.174-195 Kluwer Academic Publishers [file]

PhD & MSc Theses

Fagan D. 2014. Analysing the Genotype-Phenotype Map in Grammatical Evolution, PhD Thesis, University College Dublin [file]

Murphy E. 2014. An Exploration of Tree-Adjoining Grammars for Grammatical Evolution, PhD Thesis, University College Dublin University College Dublin [file]

Yin Z. 2014. Essays on Genetic Programming Applied to Financial Modelling, PhD Thesis, University College Dublin University College Dublin

Swafford J.M. 2013. Analyzing the Discovery and Use of Modules in Grammatical Evolution, PhD Thesis, University College Dublin [file]

Fan K. 2013. Implied and Excess Volatility Analysis with Novel Approaches, PhD Thesis, University College Dublin

Byrne J. 2012. Approaches to Evolutionary Architectural Design Exploration Using Grammatical Evolution, PhD Thesis, University College Dublin [file]

Cui W. 2012. An Empirical Investigation of Price Impact: An Agent-based Modelling Approach, PhD Thesis, University College Dublin [file]

Murphy James E. 2011. Applications of Evolutionary Computation to Quadrupedal Animal Animation, PhD Thesis, [www] University College Dublin

Nguyen Quang Uy 2011. Examining Semantic Diversity and Semantic Locality of Operators in Genetic Programming, PhD Thesis, University College Dublin [file]

Hemberg E. 2010. An Exploration of Grammars in Grammatical Evolution, PhD Thesis, University College Dublin [file]

Fenton M. 2010. Analysis of timber structures created using a Grammatical Evolution based architectural design tool, Masters Thesis, University College Dublin

Roisin Loughran 2009. Music Instrument Identification with Feature Selection Using Evolutionary Methods, PhD Thesis, University of Limerick [file]

Cornelia Kreutzer 2009. A Reduced Parameter Model for Spectral Synthesis of Musical Sounds, PhD Thesis, University of Limerick

McDermott J. 2008. Evolutionary Computation Applied to the Control of Sound Synthesis, PhD Thesis, University of Limerick

Dempsey I. 2007. Grammatical Evolution in Dynamic Environments, PhD Thesis, University College Dublin

Brabazon A. 2005. Product Invention as a complex adaptive system: an investigation of the impact of inventors' search heuristics on the rate of invention, DBA Thesis, Kingston University

Cleary R. 2005. Extending Grammatical Evolution with Attribute Grammars: An Application to Knapsack Problems, Masters Thesis, University of Limerick [file]

Amarteifio S. 2005. Interpreting a Genotype-Phenotype Map with Rich Representations in XMLGE, Masters Thesis, University of Limerick [file]

Leahy F. 2005. Grammatical Swarm, Masters Thesis, University of Limerick

O'Neill M. 2001. Automatic Programming in an Arbitrary Language: Evolving Programs with Grammatical Evolution, PhD Thesis, University of Limerick

Peer Reviewed Conference Papers

Forstenlechner S., Fagan D., Nicolau M., O'Neill M. 2017. A Grammar Design Pattern for Arbitrary Program Synthesis Problems in Genetic Programming EuroGP 2017 European Conference on Genetic Programming Springer Amsterdam

Loughran R., O'Neill M. 2017. Clustering Agents for the Evolution of Autonomous Musical Fitness EvoMUSART Springer Amsterdam

Fagan D., Fenton M., Lynch D., Kucera S., Claussen H., O'Neill M. 2017. Deep Learning through Evolution: A Hybrid Approach to Scheduling in a Dynamic Environment International Joint Conference on Neural Networks IJCNN 2017 IEEE Press Anchorage, Alaska

Murphy R., Fagan D., O'Neill M. 2017. Gems: A Novel Method to Accelerate Evolutionary Algorithms IEEE Congress on Evolutionary Computation 2017 IEEE Press San Sebastián, Spain

Le Nam, O'Neill M., Fagan D., Brabazon A. 2017. Social Grammatical Evolution with Imitation Learning for Real-Valued Function Estimation IEEE Congress on Evolutionary Computation 2017 IEEE Press San Sebastián, Spain

Lynch D., Fenton M., Kucera S., Claussen H., O'Neill M. 2017. Configuring Dynamic Heterogeneous Wireless Communications Networks using a Customised Genetic Algorithm Applications of Evolutionary Computation EvoApps 2017 Springer Amsterdam

Borlikova G., O'Neill M., Phillips M., Smith L. 2017. Development of a multi-model system to accommodate unknown misclassification costs in prediction of patient recruitment in multicentre clinical trials GECCO 2017 ACM Berlin, Germany

Cody-Kenny B., Fenton M., Ronayne A., Considine E., McGuire T, O'Neill M. 2017. A Search for Improved Performance in Regular Expressions GECCO 2017 ACM Berlin, Germany

Cody-Kenny B., Fenton M., O'Neill M. 2017. Questions in Genetic Improvement: From Problem Landscapes to Language Landscapes Genetic Improvement Workshop, GECCO 2017 ACM Berlin, Germany

Fenton M., McDermott J., Fagan D., Forstenlechner S., Hemberg E., O'Neill M. 2017. PonyGE2: Grammatical Evolution in Python EvoSoft Workshop, GECCO 2017 ACM Berlin, Germany

Loughran R., O'Neill M. 2017. My Little ChucKy: Towards Live-coding with Grammatical Evolution MUME-2017 Atlanta, USA

Forstenlechner S., Fagan D., Nicolau M., O'Neill M. 2017. Semantics-based Crossover for Program Synthesis in Genetic Programming EA2017 Springer Paris, France

Fagan D., O'Neill M. 2017. Exploring Target Change Related Fitness Reduction in The Moving Point Dynamic Environment 6th International Conference on the Theory and Practice of Natural Computing (TPNC 2017) Springer Prague

Pastorek L., O'Neill M. 2017. Historical Markings in Neuroevolution of Augmenting Topologies Revisited 6th International Conference on the Theory and Practice of Natural Computing (TPNC 2017) Springer Prague

Wilson A., Loughran R., Fazenda B.M. 2017. On the suitability of evolutionary computing to developing tools for intelligent music production Proceedings of the 3rd Workshop on Intelligent Music Production Salford, UK. [file]

Forstenlechner S, Nicolau M., Fagan D, O'Neill M. 2016. Grammar Design for Derivation Tree Based Genetic Programming Systems EuroGP2016 19th European Conference on Genetic Programming 199-214 Springer Porto, Portugal

Lynch D., Fenton M., Kucera S., Claussen H., O'Neill M. 2016. Scheduling in Heterogeneous Networks using Grammar Based Genetic Programming EuroGP2016 19th European Conference on Genetic Programming 83-98 Springer Porto, Portugal

Loughran R., Agapitos A., Kattan A., Brabazon A., O'Neill M. 2016. Speaker Verification on Unbalanced Data with Genetic Programming EvoAPP 2016 737-753 Springer Porto, Portugal

Fenton M., Lynch D., Kucera S., Claussen H., O'Neill M. 2016. Evolving Coverage Optimisation Functions for Heterogeneous Networks using Grammatical Genetic Programming EvoAPP 2016 219-234 Springer Porto, Portugal

Loughran R., McDermott J., O'Neill M. 2016. Grammatical Music Composition with Dissimilarity Driven Hill Climbing EvoMUSART 2016 110-125 Springer Porto, Portugal

Agapitos A., Brabazon A., O'Neill M. 2016. Genetic Programming with Memory for Financial Trading EvoAPP 2016 Springer Porto, Portugal

Cao, V.L., Le Khac N.A., Nicolau M., O'Neill M., McDermott J. 2016. Improving Fitness Functions in Genetic Programming for Classification on Unbalanced Credit Card Data EvoAPP 2016 35-45 Springer Porto, Portugal

Borlikova G., Phillips M., Smith L., O'Neill M. 2016. Evolving classification models for prediction of patient recruitment in multi centre clinical trials using grammatical evolution EvoAPP 2016 46-57 Springer Porto, Portugal

O'Neill M., Brabazon A., Fagan D. 2016. An Exploration of Grammatical Encodings to model Six Nations Rugby Match Outcomes IEEE Congress on Evolutionary Computation IEEE Press Vancouver, Canada

Fagan D., Fenton M., O'Neill M. 2016. Exploring Position Independent Initialisation in Grammatical Evolution IEEE Congress on Evolutionary Computation IEEE Press Vancouver, Canada

Le N., Nguyen X.H., Brabazon A., Thuong P.T. 2016. Complexity measures in Genetic Programming Learning: A Brief Review IEEE Congress on Evolutionary Computation IEEE Press Vancouver, Canada. [file]

Brabazon A., Cui W. 2016. Distributed Perception Algorithm Seventh International Conference on Swarm Intelligence (ICSI 2016) Bali, Indonesia. [file]

Lynch D., Fenton M., Kucera S., Claussen H., O'Neill M. 2016. Evolutionary Learning of Schedulers for Heterogeneous Networks using Evaluative and Instructive Feedback. ACM GECCO 2016 Genetic and Evolutionary Computation Conference ACM Denver, Colorado

Nicolau M., Fenton M. 2016. Managing Repetition in Grammar-Based Genetic Programming ACM GECCO 2016 Genetic and Evolutionary Computation Conference ACM Denver, Colorado

Loughran R., O'Neill M. 2016. Generative Music Evaluation: Why do We Limit to Human? Computer Simulation of Musical Creativity University of Huddersfield. UK

Cao, V.L., Nicolau M., McDermott J. 2016. One-Class Classification for Anomaly Detection with Kernel Density Estimation and Genetic Programming 19th European Conference, EuroGP 2016 3-18 LNCS 9594 Springer Porto, Portugal

Borlikova G., Phillips M., Smith L., O'Neill M. 2016. Alternative fitness functions in the development of models for prediction of patient recruitment in multicentre clinical trials OR 2016 Springer Hamburg, Germany

Lynch D., Fenton M., Kucera S., Claussen H., O'Neill M. 2016. Ensemble Techniques for Scheduling in Heterogeneous Wireless Communications Networks OR 2016 Springer Hamburg, Germany

Fenton M., Lynch D., Kucera S., Claussen C., O'Neill M. 2015. Load Balancing in Heterogeneous Networks using Grammatical Evolution IEEE Congress on Evolutionary Computation IEEE Press Sendai, Japan. [file]

Yin Z., Brabazon A., O'Sullivan C., O'Neill M. 2015. A Genetic Programming Approach for Delta Hedging IEEE Congress on Evolutionary Computation IEEE Press Sendai, Japan. [file]

Loughran R., McDermott J., O'Neill M. 2015. Tonality Driven Piano Compositions with Grammatical Evolution IEEE Congress on Evolutionary Computation IEEE Press Sendai, Japan. [file]

Agapitos A, O'Neill M., Nicolau M., Fagan D., Kattan A, Curran K. 2015. Deep Evolution of Feature Representations for Handwritten Digit Recognition IEEE Congress on Evolutionary Computation IEEE Press Sendai, Japan

Nicolau M., Agapitos A., O'Neill M., Brabazon A. 2015. Guidelines for defining benchmark problems in Genetic Programming. IEEE Congress on Evolutionary Computation IEEE Press Sendai, Japan. [file]

Yin Z., Brabazon A., O'Sullivan C., O'Neill M. 2015. Realised Volatility Forecasting: A Genetic Programming Approach IEEE Congress on Evolutionary Computation IEEE Press Sendai, Japan. [file]

Loughran R., McDermott J., O'Neill M. 2015. Grammatical Evolution with Zipf's Law Based Fitness for Melodic Composition SMC 2015 The 12th Sound and Music Computing Conference Maynooth, Ireland. [file]

Forstenlechner S., Nicolau M., Fagan D., O'Neill M. 2015. Introducing Semantic-Clustering Selection in Grammatical Evolution Semantic Methods in Genetic Programming Workshop at GECCO 2015 ACM Madrid, Spain. [file]

Byrne J., Cardiff P., Brabazon A. O'Neill M. 2014. Evolving an Aircraft Using a Parametric Design System 16th European Conference on the Applications of Evolutionary Computation (EvoMusArt 2014) 119-130 Springer . [file]

Agapitos A., McDermott J., O'Neill M., Brabazon A. 2014. Higher Order Functions for Kernel Regression European Conference on Genetic Programming EuroGP 2014 Springer Granada, Spain. [file]

Nicolau M., O'Neill M., Brabazon A. 2014. Dynamic Index Trading using a Gene Regulatory Network Model EvoFIN 2014 - Natural Computing Methods in Finance and Economics Springer Granada, Spain. [file]

McDermott J., Agapitos A., Brabazon A., O'Neill M. 2014. Geometric Semantic Genetic Programming for Financial Data EvoFIN 2014 - Natural Computing Methods in Finance and Economics Springer Granada, Spain. [file]

Agapitos A., O'Neill M., Brabazon A. 2014. Ensemble Bayesian Model Averaging in Genetic Programming IEEE Congress on Evolutionary Computation IEEE Press Beijing

Byrne J., Nicolau M., Brabazon A., O'Neill M. 2014. An Examination of Synchronisation in Artificial Gene Regulatory Networks IEEE Congress on Evolutionary Computation IEEE Press Beijing

Donne S., Nicolau M., Bean C., O'Neill M. 2014. Wave Height Quantification using Land Based Seismic Data with Grammatical Evolution IEEE Congress on Evolutionary Computation IEEE Press Beijing. [file]

O'Neill M., Nicolau M., Agapitos A. 2014. Experiments in Program Synthesis with Grammatical Evolution: a focus on Integer Sorting IEEE Congress on Evolutionary Computation IEEE Press Beijing. [file]

Tuite C., O'Neill M., Brabazon A. 2014. The Relationship between Semantic Distance and Performance in Dynamic Symbolic Regression Problems Mendel 2014 The 20th International Conference on Soft Computing Brno, Czech Republic. [file]

Agapitos A., O'Neill M., Brabazon A. 2013. Adaptive Distance Metrics for Nearest Neighbour Classification based on Genetic Programming EuroGP 2013 the 16th European Conference on Genetic Programming Springer Vienna, Austria. [file]

Fagan D., Hemberg E., O'Neill M., McGarraghy S. 2013. Understanding Expansion Order and Phenotypic Connectivity in piGE EuroGP 2013 the 16th European Conference on Genetic Programming Springer Vienna, Austria. [file]

Pham T.A., Nguyen Q.U., Nguyen X.H., O'Neill M. 2013. Examining the Diversity Property of Semantic Similarity based Crossover EuroGP 2013 the 16th European Conference on Genetic Programming Springer Vienna, Austria. [file]

Nguyen Q.U., Nguyen X.H., O'Neill M., Agapitos A. 2012. An Investigation of Fitness Sharing with Semantic and Syntactic Distance Metrics EuroGP 2012 the 15th European Conference on Genetic Programming Springer Malaga, Spain. [file]

Agapitos A., O'Neill M., Brabazon A. 2012. Evolving Seasonal Forecasting Models with Genetic Programming for Pricing Weather-derivatives EvoFIN 2012 Evolutionary and Natural Computation in Finance and Economics Springer Malaga, Spain. [file]

McDermott J. 2012. Graph Grammars as a Representation for Interactive Evolutionary 3D Design EvoMUSART 2012 European Conference on Evolutionary and Biologically Inspired Music, Sound, Art and Design Springer Malaga, Spain. [file]

Sherry V., McDermott J., O'Reilly U-M. 2012. FlexGP: Genetic Programming on the Cloud EvoPAR 2012 Parallel Implementation of Evolutionary Algorithms Springer Malaga, Spain. [file]

Murphy E., Hemberg E., Nicolau M., O'Neill M., Brabazon A. 2012. Grammar Bias and Initialisation in Grammar Based Genetic Programming EuroGP 2012 the 15th European Conference on Genetic Programming Springer Malaga, Spain. [file]

Nicolau M., Saunders M., O'Neill M., Brabazon A., Osborne B. 2012. Evolving Interpolating Models of Net Ecosystem CO2 Exchange Using Grammatical Evolution EuroGP 2012 the 15th European Conference on Genetic Programming Springer Malaga, Spain. [file]

Byrne J., Hemberg E., O'Neill M., Brabazon A. 2012. A Local Search Interface for Interactive Evolutionary Architectural Design EvoMUSART 2012 European Conference on Evolutionary and Biologically Inspired Music, Sound, Art and Design Springer Malaga, Spain. [file]

Loughran R., Walker J., O'Neill M. 2012. Genetic Programming for Musical Instrument Identification EvoMUSART 2012 European Conference on Evolutionary and Biologically Inspired Music, Sound, Art and Design Springer Malaga, Spain. [file]

Brabazon A., Silva A., O'Neill M. 2012. Optimal Patent Design: An Agent-based Approach 2012 IEEE Congress on Evolutionary Computation IEEE Brisbane, Australia. [file]

Nicolau M., O'Neill M., Brabazon A. 2012. Termination in Grammatical Evolution: Grammar Design, Wrapping, and Tails 2012 IEEE Congress on Evolutionary Computation IEEE Brisbane, Australia. [file]

Hemberg E., Ho L., O'Neill M., Claussen H. 2012. Evolving Femtocell Algorithms with Dynamic & Stationary Training Scenarios 12th Int. Conf. on Parallel Problem Solving from Nature - PPSN XII Springer Taormina, Italy. [file]

Murphy E., Nicolau M., Hemberg E., O'Neill M., Brabazon A. 2012. Differential Gene Expression with Tree-Adjunct Grammars 12th Int. Conf. on Parallel Problem Solving from Nature - PPSN XII Springer Taormina, Italy. [file]

Swafford J.M., Hemberg E., O'Neill M., Brabazon A. 2012. Analyzing Module Usage in Grammatical Evolution 12th Int. Conf. on Parallel Problem Solving from Nature - PPSN XII Springer Taormina, Italy. [file]

Nicolau M., O'Neill M., Brabazon A. 2012. Applying Genetic Regulatory Networks to Index Trading 12th Int. Conf. on Parallel Problem Solving from Nature - PPSN XII Springer Taormina, Italy. [file]

Agapitos A., Brabazon A., O'Neill M. 2012. Controlling Overfitting in Symbolic Regression based on a Bias/Variance Error Decomposition 12th Int. Conf. on Parallel Problem Solving from Nature - PPSN XII Springer Taormina, Italy. [file]

Fagan D., Hemberg E., O'Neill M., McGarraghy S. 2012. Fitness Reactive Mutation in Grammatical Evolution Mendel 2012 the 18th International Conference on Soft Computing Brno, Czech Republic

Shaker N., Nicolau M., Yannakakis G.N., Togelius J., O'Neill M. 2012. Evolving Levels for Super Mario Bros Using Grammatical Evolution CIG 2012 IEEE Conference on Computational Intelligence and Games IEEE Press Granada, Spain

Swafford J.M., Nicolau M., Hemberg E., O'Neill M., Brabazon A. 2012. Comparing Methods for Module Identification in Grammatical Evolution GECCO 2012: Genetic and Evolutionary Computation CIGPU Workshop ACM Philadelphia, USA. [file]

Shaker N., Yannakakis G.N., Togelius J., Nicolau M., O'Neill M. 2012. Evolving Personalized Content for Super Mario Bros Using Grammatical Evolution Eighth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE-12) AAAI Stanford, USA

O'Neill M., Brabazon A. 2012. A Survey of Immunocomputing in Business Analytics and Finance ICARIS 2012 - The 11th International Conference on Artificial Immune Systems Taormina, Italy

O'Neill M., Brabazon A. 2012. An Analysis of Natural Computing Publication Venues: A focus on Immunocomputing ICARIS 2012 - The 11th International Conference on Artificial Immune Systems Taormina, Italy

Murphy E., O'Neill M., Brabazon A. 2011. Examining Mutation Landscapes in Grammar Based Genetic Programming EuroGP 2011 the 14th European Conference on Genetic Programming Springer Torino, Italy. [file]

Swafford J.M., O'Neill M., Nicolau M., Brabazon A. 2011. Exploring Grammatical Modification with Modules in Grammatical Evolution EuroGP 2011 the 14th European Conference on Genetic Programming Springer Torino, Italy. [file]

Agapitos A., O'Neill M., Brabazon A. 2011. Maximum Margin Decision Surfaces for Increased Generalisation in Evolutionary Decision Tree Learning EuroGP 2011 the 14th European Conference on Genetic Programming Springer Torino, Italy. [file]

Tuite C., Agapitos A., O'Neill M., Brabazon A. 2011. A preliminary investigation of overfitting in evolutionary driven model induction: implications for financial modelling EvoFIN 2011 5th European Event on Evolutionary and Natural Computation in Finance and Economics Springer Torino, Italy. [file]

Perez D., Nicolau M., O'Neill M., Brabazon A. 2011. Evolving Behaviour Trees for the Mario Bros Game Using Grammatical Evolution EvoGAMES 2011 3rd European Event on Bio-inspired Algorithms in Games Springer Torino, Italy. [file]

Byrne J., Fenton M., McDermott J., Hemberg E., O'Neill M., McNally C., Shotton E. 2011. Combining Structural Analysis and Multi-Objective Criteria for Evolutionary Architectural Design EvoMUSART 2011 9th European Event on Evolutionary and Biologically Inspired Music, Sound, Art and Design Springer Torino, Italy. [file]

Fagan D., Nicolau M., Hemberg E., O'Neill M., Brabazon A., McGarraghy S. 2011. Investigation of the Performance of Different Mapping Orders for GE on the Max Problem EuroGP 2011 the 14th European Conference on Genetic Programming Springer Torino, Italy. [file]

Nicolau M., Costelloe D. 2011. Using Grammatical Evolution to Parameterise Interactive 3D Image Generation EvoMUSART 2011 9th European Event on Evolutionary and Biologically Inspired Music, Sound, Art and Design Springer Torino, Italy. [file]

McDermott J., O'Reilly U-M., Vanneschi L., Veeramachaneni K. 2011. How Far is it from here to there? A distance that is coherent with GP operators EuroGP 2011 the 14th European Conference on Genetic Programming Springer Torino, Italy

Swafford J.M., Hemberg E., O'Neill M., Nicolau M., Brabazon A. 2011. A Non-Destructive Grammar Modification Approach to Modularity in Grammatical Evolution GECCO 2011: Genetic and Evolutionary Computation ACM Dublin, Ireland. [file]

Murphy E., O'Neill M., Brabazon A. 2011. A Comparison of GE and TAGE in Dynamic Environments GECCO 2011: Genetic and Evolutionary Computation ACM Dublin, Ireland. [file]

Nguyen Q.U., Nguyen X.H., O'Neill M. 2011. Examining the Landscape of Semantic Similarity based Mutation GECCO 2011: Genetic and Evolutionary Computation ACM Dublin, Ireland. [file]

Pospichal P., Murphy E., O'Neill M., Jaros J., Schwarz J. 2011. Acceleration of Grammatical Evolution Using Graphics Processing Units GECCO 2011: Genetic and Evolutionary Computation CIGPU Workshop ACM Dublin, Ireland. [file]

Hemberg E., Ho L., O'Neill M., Claussen H. 2011. A Symbolic Regression Approach To Manage Femtocell Coverage Using Grammatical Genetic Programming GECCO 2011: Genetic and Evolutionary Computation SRM Workshop ACM Dublin, Ireland. [file]

Murphy E. 2011. Examining Grammars and Grammatical Evolution in Dynamic Environments GECCO 2011: Genetic and Evolutionary Computation Graduate Student Workshop ACM Dublin, Ireland. [file]

Fagan D. 2011. Genotype-Phenotype Mapping in Grammatical Evolution GECCO 2011: Genetic and Evolutionary Computation Graduate Student Workshop ACM Dublin, Ireland. [file]

Nguyen Q.U., Murphy E., O'Neill M., Nguyen X.H. 2011. Semantic-based Subtree Crossover Applied to Dynamic Problems KSE 2011 The Third International Conference on Knowledge and Systems Engineering Hanoi, Vietnam. [file]

McDermott J., O'Reilly U-M. 2011. An Executable Graph Representation for Evolutionary Generative Music GECCO 2011: Genetic and Evolutionary Computation ACM Dublin, Ireland. [file]

Agapitos A., O'Neill M., Brabazon A., Theodoridis T. 2011. Learning Environment Models in Car Racing Using Stateful Genetic Programming Proceedings of the 2011 IEEE Conference on Computational Intelligence and Games 219-226 IEEE Seoul, South Korea. [file]

Perez D., Nicolau M., O'Neill M., Brabazon A. 2011. Reactiveness and Navigation in Computer Games: Different Needs, Different Approaches Proceedings of the 2011 IEEE Conference on Computational Intelligence and Games 273-280 IEEE Seoul, South Korea. [file]

Cui W., Brabazon A., O'Neill M. 2010. Evolving Dynamic Trade Execution Strategies using Grammatical Evolution EvoFIN 2010 the 4th European Event on Evolutionary and Natural Computation in Finance and Economics Springer Istanbul, Turkey. [file]

Bradley R., Brabazon A., O'Neill M. 2010. Evolving Trading Rule-Based Policies EvoFIN 2010 the 4th European Event on Evolutionary and Natural Computation in Finance and Economics Springer Istanbul, Turkey. [file]

Fagan D., O'Neill M., Galvan-Lopez E., Brabazon A., McGarraghy S. 2010. An analysis of Genotype-Phenotype Maps in Grammatical Evolution EuroGP 2010 the 13th European Conference on Genetic Programming 62-73 LNCS 6021 Springer A.I. Esparcia-Alcazar et al. (Eds.) Istanbul, Turkey. [file]

Nguyen Q.U., Nguyen T.H., Nguyen X.H., O'Neill M. 2010. Improving the Generalisation Ability of Genetic Programming with Semantic Similarity based Crossover EuroGP 2010 the 13th European Conference on Genetic Programming Springer Istanbul, Turkey. [file]

Kattan A., Galvan-Lopez E., Poli R., O'Neill M. 2010. GP-fileprints: File Types Detection using GP EuroGP 2010 the 13th European Conference on Genetic Programming Springer Istanbul, Turkey

Byrne J., McDermott J., O'Neill M., Brabazon A. 2010. An analysis of the behaviour of mutation in Grammatical Evolution EuroGP 2010 the 13th European Conference on Genetic Programming Springer Istanbul, Turkey. [file]

Shao J., McDermott J., O'Neill M., Brabazon A. 2010. Jive: A Generative, Interactive, Virtual, Evolutionary Music System EvoMUSART 2010 the 8th European Event on Evolutionary and Biologically Inspired Music, Sound, Art and Design Springer Istanbul, Turkey. [file]

Galvan-Lopez E., Swafford J.M., O'Neill M. 2010. Evolving a Ms.Pac-man Controller using Grammatical Evolution 2nd European event on Bio-inspired Algorithms in Games Springer Istanbul, Turkey. [file]

Galvan-Lopez E., McDermott J., O'Neill M., Brabazon A. 2010. Towards an Understanding of Locality in Genetic Programming GECCO 2010 ACM Portland, Oregon. [file]

Nguyen Q.U., Nguyen X.H., McKay R.I., O'Neill M. 2010. Semantics Based Crossover for Boolean Problems GECCO 2010 ACM Portland, Oregon. [file]

Nguyen Q.U., McKay R.I., O'Neill M., Nguyen X.H. 2010. Self-Adapting Semantic Sensitivities for Semantic Similarity Based Crossover IEEE Congress on Evolutionary Computation 2010 IEEE Press Barcelona, Spain

McGee R., O'Neill M., Brabazon A. 2010. The Syntax of Stock Selection: Grammatical Evolution of a Stock Picking Model IEEE Congress on Evolutionary Computation 2010 IEEE Press Barcelona, Spain

McDermott J., O'Neill M., Brabazon A. 2010. Interactive Interpolating Crossover in Grammatical Evolution IEEE Congress on Evolutionary Computation 2010 IEEE Press Barcelona, Spain. [file]

McDermott J., Byrne J., Swafford J.M., O'Neill M., Brabazon A. 2010. Higher-Order Functions in Aesthetic EC Encodings IEEE Congress on Evolutionary Computation 2010 IEEE Press Barcelona, Spain. [file]

Swafford J.M., O'Neill M. 2010. An Examination on the Modularity of Grammars in Grammatical Evolutionary Design IEEE Congress on Evolutionary Computation 2010 IEEE Press Barcelona, Spain. [file]

Byrne J., McDermott J., Galvan-Lopez E., O'Neill M. 2010. Implementing an Intuitive Mutation Operator for Interactive Evolutionary 3D Design IEEE Congress on Evolutionary Computation 2010 IEEE Press Barcelona, Spain. [file]

Murphy E., O'Neill M., Galvan-Lopez E., Brabazon A. 2010. Tree-Adjunct Grammatical Evolution IEEE Congress on Evolutionary Computation 2010 IEEE Press Barcelona, Spain. [file]

Galvan-Lopez E., Fagan D., Murphy E., Swafford J.M., Agapitos A., O'Neill M., Brabazon A. 2010. Comparing the Performance of the Evolvable PiGrammatical Evolution Genotype-Phenotype Map to Grammatical Evolution in the Dynamic Ms. Pac-Man Environment IEEE Congress on Evolutionary Computation 2010 IEEE Press Barcelona, Spain. [file]

Galvan-Lopez E., McDermott J., O'Neill M., Brabazon A. 2010. Defining Locality in Genetic Programming to Predict Performance IEEE Congress on Evolutionary Computation 2010 IEEE Press Barcelona, Spain. [file]

Bradley R., Brabazon A., O'Neill M. 2010. Objective Function Design in a Grammatical Evolutionary Trading System IEEE Congress on Evolutionary Computation 2010 IEEE Press Barcelona, Spain

Cui W., Brabazon A., O'Neill M. 2010. Evolving Efficient Limit Order Strategy using Grammatical Evolution IEEE Congress on Evolutionary Computation 2010 IEEE Press Barcelona, Spain

Fagan D., Nicolau M., O'Neill M., Galvan-Lopez E., Brabazon A. 2010. Investigating Mapping Order in ΠGE IEEE Congress on Evolutionary Computation 2010 IEEE Press Barcelona, Spain. [file]

Agapitos A., O'Neill M., Brabazon A. 2010. Evolutionary Learning of Technical Trading Rules without Data-mining Bias PPSN 2010 - 11th International Conference on Parallel Problem Solving From Nature Springer Krakow, Poland

McDermott J, Galvan-Lopez E., O'Neill M. 2010. GP Locality with Binary Decision Diagrams as Ant Phenotypes PPSN 2010 - 11th International Conference on Parallel Problem Solving From Nature Springer Krakow, Poland

Nguyen Q.U., Nguyen X.H., O'Neill M., McKay B. 2010. The Role of Syntactic and Semantic Locality of Crossover in Genetic Programming PPSN 2010 - 11th International Conference on Parallel Problem Solving From Nature Springer Krakow, Poland

Byrne J., O'Neill M., Brabazon A. 2010. Optimising Offensive Moves in Toribash Proceedings of Mendel 2010 16th International Conference on Soft Computing 78-85 Brno Technical University Brno, Czech Republic. [file]

Nguyen Q.U., O'Neill M., Nguyen X.H. 2010. Predicting the Tide with Genetic Programming and Semantic-based Crossovers KSE 2010 The Second International Conference on Knowledge and Systems Engineering Hanoi, Vietnam

Murphy J.E., Carr H., O'Neill M. 2010. Animating Horse Gaits and Transitions EG UK Theory and Practice of Computer Graphics 2010 The Eurographics Assoication University of Sheffield, UK

Murphy J.E., O'Neill M., Carr H. 2009. Exploring Grammatical Evolution for Horse Gait Optimisation EuroGP 2009 the 12th European Conference on Genetic Programming Springer Tubingen, Germany. [file]

Nguyen Q.U., Nguyen X.H., O'Neill M. 2009. Semantic Aware Crossover for Genetic Programming: the case for real-valued function regression EuroGP 2009 the 12th European Conference on Genetic Programming Springer Tubingen, Germany. [file]

Reddin J., McDermott J., Brabazon A., O'Neill M. 2009. Elevated Pitch: Automated Grammatical Evolution of Short Compositions EvoMUSART 2009 the 7th European Workshop on Evolutionary and Biologically Inspired Music, Sound, Art and Design Springer Tubingen, Germany. [file]

Dang J., Brabazon A., Edelman D., O'Neill M. 2009. Natural Computing in Finance: A Review EvoFIN 2009 the 3rd European Workshop on Evolutionary Computation in Finance and Economics Springer Tubingen, Germany. [file]

Bradley R., Brabazon A., O'Neill M. 2009. Dynamic High Frequency Trading: A Neuro-Evolutionary Approach EvoFIN 2009 the 3rd European Workshop on Evolutionary Computation in Finance and Economics Springer Tubingen, Germany. [file]

Byrne J., O'Neill M., Hemberg E., Brabazon A. 2009. Analysis of Constant Creation Techniques on the Binomial-3 Problem in Grammatical Evolution IEEE Congress on Evolutionary Computation IEEE Press Norway. [file]

Byrne J., O'Neill M., McDermott J., Brabazon A. 2009. Structural and Nodal Mutation in Grammatical Evolution Genetic and Evolutionary Computation Conference GECCO 2009 ACM Montreal, Canada. [file]

O'Neill M., Swafford J.M., McDermott, J., Byrne J., Brabazon A., Shotton E., McNally C., Hemberg M. 2009. Shape Grammars and Grammatical Evolution for Evolutionary Design Genetic and Evolutionary Computation Conference GECCO 2009 ACM Montreal, Canada. [file]

Hemberg E. 2009. An Exploration of Learning and Grammars in Grammatical Evolution GECCO 2009 Graduate Student Workshop Montreal, Canada

Fan, K., Brabazon, A., O’Sullivan, C. and O'Neill, M. 2009. Introduction to Agent-based Modelling and its Application in Finance 22nd Annual Irish Accounting and Finance Association Conference University College Dublin

Cui, W., Brabazon, A. and O'Neill, M. ( 2009. Evolutionary Computation and Trade Execution 22nd Annual Irish Accounting and Finance Association Conference University College Dublin

Loughran R., Walker J., O'Neill M. 2009. An Exploration of Genetic Algorithms for Efficient Musical Instrument Identification Irish Signals and Systems Conference Dublin, Ireland

Nguyen Q.U., O'Neill M., Nguyen X.H., McKay R.I., Galvan-Lopez E. 2009. Semantic Similarity based Crossover in GP: The case for Real-valued Function Regression EA'09 Springer Strasbourg. [file]

Hemberg E., O'Neill M., Brabazon A. 2009. An investigation into automatically defined function representations in Grammatical Evolution Mendel 2009 15th International Conference on Soft Computing Brno, Czech Republic. [file]

Nguyen Q.U., Nguyen X.H., O'Neill M. 2009. Semantics Based Mutation in Genetic Programming: The case for real-valued symbolic regression Mendel 2009 15th International Conference on Soft Computing Brno, Czech Republic. [file]

Murphy J., O'Neill M., Carr H. 2009. Gait Optimisation for Distinct Horse Models using Grammatical Evolution Mendel 2009 15th International Conference on Soft Computing Brno, Czech Republic. [file]

Nguyen Q.U., Nguyen X.H., O'Neill M., McKay R.I., Galvan-Lopez E. 2009. On the Analysis of Semantic Aware Crossover Communications in Computer and Information Science Proceedings of the International Symposium on Intelligent Computation and Applications ISICA 2009 56-65 51 Springer Zhihua Cai and Zhenhua Li and Zhuo Kang and Yong Liu China. [file]

Galvan E., O'Neill M. 2009. On the Effects of Locality in a Permutation Problem: The Sudoku Puzzle IEEE Symposium in Computational Intelligence and Games (CIG 2009) IEEE Press Milano, Italy. [file]

Galvan-Lopez E., O'Neill M., Brabazon A. 2009. Towards Understanding the Effects of Locality in Genetic Programming Mexican International Conference on Artificial Intelligence (MICAI 2009) Springer Mexico. [file]

McDermott J. 2009. Tree Representations and the Usability of Interpolating Controllers Irish HCI 2009 Conference Dublin, Ireland

Le-Khac, N.A., Markos, S., O'Neill, M., Brabazon, A. and Kechadi, M-T. 2009. An efficient Search Tool for an Anti-Money Laundering Application of an Multi-national Bank's Dataset The International Conference on Information and Knowledge Engineering, (IKE 09) Las Vegas, NV, USA

Le-Khac, N.A., Markos, S., O'Neill, M., Brabazon, A. and Kechadi, M-T. 2009. An investigation into Data Mining approaches for Anti-money Laundering IEEE International Conference on Knowledge Discovery, (ICKD'09) IEEE Press Manila, Philippines

McDermott J., Griffith N., O'Neill M. 2008. New Generation Methods in an Interpolating EC Synthesizer Interface EvoMUSART LNCS Springer Naples

Hemberg E., O'Neill M., Brabazon A. 2008. Altering Search Rates of the Meta and Solution Grammars in the mGGA EuroGP 2008 LNCS Springer Naples

Dang J., Brabazon A., O'Neill M., Edelman D. 2008. Option Model Calibration using a Bacterial Foraging Optimization Algorithm EvoFIN 2008 LNCS Springer Naples. [file]

Fan K., Brabazon A., O'Sullivan C., O'Neill M. 2008. Quantum-Inspired Evolutionary Algorithms for Financial Data Analysis EvoFIN 2008 LNCS Springer Naples

Piccand S., O'Neill M., Walker J. 2008. On the Scalability of Particle Swarm Optimisation IEEE World Congress on Computational Intelligence IEEE Press Hong Kong. [file]

Brabazon A., O'Neill M. 2008. Self-Organizing Swarm (SOSwarm) for Financial Risk Assessment IEEE World Congress on Computational Intelligence IEEE Press Hong Kong. [file]

O'Neill M., Brabazon A. 2008. Evolving a Logo Design Using Lindenmayer Systems, Postscript and Grammatical Evolution IEEE World Congress on Computational Intelligence IEEE Press Hong Kong. [file]

Hemberg E., O'Neill M., Brabazon A. 2008. Grammatical Bias and Building Blocks in Meta-Grammar Grammatical Evolution IEEE World Congress on Computational Intelligence IEEE Press Hong Kong. [file]

O'Neill M., Brabazon A., Hemberg E. 2008. Subtree Deactivation Control with Grammatical Genetic Programming IEEE World Congress on Computational Intelligence IEEE Press Hong Kong. [file]

Fan K., Brabazon A., O'Sullivan C., O'Neill M. 2008. Benchmarking the performance of the real-valued quantum-inspired evolutionary algorithm IEEE World Congress on Computational Intelligence IEEE Press Hong Kong

Kreutzer C., Walker J., O'Neill M. 2008. A Parametric Model for Spectral Sound Synthesis of Musical Sounds nternational Conference on Audio, Language and Image Processing IEEE Shanghai, China

Loughran R., O'Farrell M., Walker J., O'Neill M. 2008. Musical Instrument Identification Using Principal Component Analysis and Multi Layered Perceptrons International Conference on Audio, Language and Image Processing IEEE Shanghai, China

Loughran R., Walker J., O'Farrell M., O'Neill M. 2008. Comparison of Features in Musical Instrument Identification Using Artificial Neural Networks Computer Music Modelling and Retrieval CMMR 2008 Copenhagen, Denmark

Murphy J.E., Carr H., O'Neill M. 2008. Grammatical Evolution for Gait Retargeting Sixth Theory and Practice of Computer Graphics 2008 Conference TPCG08 Eurographics University of Manchester, UK. [file]

Kreutzer C., Walker, J., O'Neill M. 2008. Time Domain Attack and Release Modeling Applied to Spectral Domain Sound Synthesis SIGMAP 2008 International Conference on Signal Processing and Multimedia Applications IEEE Porto, Portugal

Zheng, Y., Brabazon, A. and O'Sullivan, C. 2008. Genetic Programming Applications in Financial Modelling 2008 IEEE Workshop and Summer School on Evolutionary Computing 30-34 IEEE Press Derry

Hemberg, E., McPhee, N., O'Neill, M. and Brabazon, A. 2008. Pre-, In- and Postfix grammars for Symbolic Regression in Grammatical Evolution IEEE Workshop and Summer School on Evolutionary Computing 18-22 IEEE Press Derry. [file]

McDermott J., Griffith N., O'Neill M. 2007. Evolutionary GUIs for Sound Synthesis EvoMUSART The Fifth European Workshop on Evolutionary Music and Art Springer Giacobini et al. Valencia, Spain. [file]

Fan K., Brabazon A., O'Sullivan C., O'Neill M. 2007. Quantum-Inspired Evolutionary Algorithms for Calibration of the VG Option Pricing Model EvoFIN First European Workshop on Evolutionary Computation in Finance and Economics Springer Giacobini et al. Valencia, Spain. [file]

Hemberg E., Gilligan C., O'Neill M., Brabazon A. 2007. A Grammatical Genetic Programming Approach to Modularity in Genetic Algorithms EuroGP Tenth European Conference on Genetic Programming Springer Ebner M., O'Neill M., Ekart A., Vanneschi L., and Esparcia Alcazar A. Valencia, Spain. [file]

Fan K., Brabazon A., O'Sullivan C., O'Neill M. 2007. Option Pricing Model Calibration using a Real-valued Quantum-Inspired Evolutionary Algorithm Genetic and Evolutionary Computation Conference GECCO 2007 Springer London, UK

Yin Z., O'Sullivan C., Brabazon A. 2007. Adaptive Genetic Programming for Option Pricing Genetic and Evolutionary Computation Conference GECCO 2007 Springer London, UK

Hugosson J., Hemberg E., Brabazon A., O'Neill M. 2007. An investigation of the mutation operator using different representations in Grammatical Evolution AAIA 2007 - 2nd International Symposium Advances in Artificial Intelligence and Applications 409-419 Wisla, Poland. [file]

Yin Z, Brabazon A., O'Sullivan C., O'Neill M. 2007. Genetic Programming for Dynamic Environments AAIA 2007 - 2nd International Symposium Advances in Artificial Intelligence and Applications 437-446 Wisla, Poland. [file]

Phelan M., McGarraghy S. 2007. Mitigating the bullwhip effect in supply chains using grammatical evolution Proceedings of the 25th International Conference of the System Dynamics Society Boston, MA, USA

O'Neill, M. and Brabazon, A. 2006. Self-Organizing Swarm (SoSwarm): A Particle Swarm Algorithm for Unsupervised Learning Congress on Evolutionary Computation (CEC 2006) 634-639 IEEE Press Vancouver. [file]

Dempsey, I. O'Neill, M. and Brabazon, A. 2006. Adaptive Trading with Grammatical Evolution Congress on Evolutionary Computation (CEC 2006) 2587-2592 IEEE Press Vancouver. [file]

O'Hora, B., Perera, J. and Brabazon, A. 2006. Designing Radial Basis Function Networks for Classification Using Differential Evolution International Joint Conference on Neural Networks (IJCNN 2006) IEEE Press Vancouver, Canada. [file]

O’Neill, M. and Brabazon, A. 2006. Grammatical Differential Evolution 2006 International Conference on Artificial Intelligence (ICAI'06) 231-236 CSEA Press Las Vegas, Nevada. [file]

Brabazon, A. and O'Neill, M. 2006. Classification using the SOSwarm algorithm Third International Conference on Computational Management Scienc Centrum voor Wiskunde en Informatica (CWI), Amsterdam, Holland

Hickey, R, Little, E. and Brabazon, A. 2006. Identifying Merger and Takeover Targets Using a Self-Organising Map 2006 International Conference on Artificial Intelligence (ICAI '06) CSEA Press Las Vegas, Nevada

McDermott J., Griffith N., O'Neill M. 2006. Timbral, Perceptual and Statistical Attributes for Synthesized Sound International Computer Music Conference New Orleans, USA

Nicolau M., Dempsey I. 2006. Introducing Grammar Based Extensions for Grammatical Evolution Congress on Evolutionary Computation IEEE Vancouver, Canada

O'Neill M., Brabazon A. 2005. Recent Adventures in Grammatical Evolution Computer Methods and Systems CMS'05 245-253 1 Oprogramowanie Naukowo-Techniczne Tadeusiewicz Krakow, Poland. [file]

Brabazon A., O'Neill M. 2005. Credit Rating with piGrammatical Evolution Computer Methods and Systems CMS'05 253-260 1 Oprogramowanie Naukowo-Techniczne Tadeusiewicz R. et al. Krakow, Poland. [file]

Byrne A., Brabazon A. 2005. Modelling Short-Term Credit Ratings Using an MLP International Conference on Artificial Intelligence ICAI 2005 1 CSEA Press Arabnia H. et al. Las Vegas, USA

O'Neill M., Brabazon A. 2005. mGGA: The meta-Grammar Genetic Algorithm European Conference on Genetic Programming EuroGP 2005 311-320 LNCS 3447 Springer Keijzer M. et al. Lausanne, Switzerland. [file]

Dempsey I., O'Neill M., Brabazon A. 2005. meta-Grammar Constant Creation with Grammatical Evolution Genetic and Evolutionary Computation Conference GECCO 2005 1665-1671 2 ACM Beyer H-G. et al. Washington, DC. [file]

Brabazon A., Silva A., O'Neill M. 2005. Agent Based Modelling of Product Invention Genetic and Evolutionary Computation Conference GECCO 2005 129-136 1 ACM Beyer H-G. et al. Washington, DC

Cleary R., O'Neill M. 2005. An Attribute Grammar Decode for the 0/1 Multiconstrained Knapsack Problem European Conference on Evolutionary Combinatorial Optimisation EvoCOP 2005 34-45 LNCS 3448 Springer Raidl G.R., Gottlieb J. Lausanne, Switzerland. [file]

McDermott J., Griffith N., O'Neill M. 2005. Toward User-Directed Evolution of Sound Synthesis Parameters EvoWorkshops 2005 517-526 LNCS 3449 Springer Rothlauf et al. Lausanne, Switzerland. [file]

Amarteifio S., O'Neill M. 2005. Evolving Antibodies for XMLGE Congress on Evolutionary Computation CEC 2005 IEEE Edinburgh, Scotland

Brabazon A., Silva A., de Sousa T.F., O'Neill M., Matthews R., Costa E. 2005. A Memetic Model of Product Invention Congress on Evolutionary Computation CEC 2005 IEEE Edinburgh, Scotland

O'Neill, M., Cleary, R., Nikolov, N. 2004. Solving Knapsack Problems with Attribute Grammars Proceedings of the Third Grammatical Evolution Workshop GEWS 2004 ISGEC O'Neill M., Ryan C. Seattle, WA, USA.. [file]

Dempsey I., O'Neill M., Brabazon T. 2004. Live Trading with Grammatical Evolution Proceedings of the Third Grammatical Evolution Workshop GEWS 2004 ISGEC O'Neill M., Ryan C. Seattle, WA, USA.

O'Neill M., Brabazon A. 2004. Grammatical Swarm Genetic and Evolutionary Computation Conference GECCO 2004 163-174 LNCS 3102 Springer Deb K. et al. Seattle, WA, USA.. [file]

O'Neill M., Brabazon A., Adley C. 2004. The Automatic Generation of Programs for Classification Problems with Grammatical Swarm CEC 2004 104-110 IEEE Portland, OR, USA. [file]

O'Neill M., Brabazon A., Nicolau M., McGarraghy S., Keenan P. 2004. pi Grammatical Evolution Genetic and Evolutionary Computation Conference GECCO 2004 617-629 LNCS 3103 Springer Deb K. et al. Seattle, WA, USA.. [file]

Dempsey I., O'Neill M., Brabazon A. 2004. Grammatical Constant Creation Genetic and Evolutionary Computation Conference GECCO 2004 447-458 LNCS 3103 Springer Deb K. et al. Seattle, WA, USA.. [file]

Amarteifio S., O'Neill M. 2004. An Evolutionary Approach to Complex System Regulation using Grammatical Evolution Artificial Life 9 Springer Boston, MA, USA. [file]

Brabazon A., Silva A., de Sousa T.F., O'Neill M., Matthews R., Costa E. 2004. OrgSwarm - A Particle Swarm Model of Organizational Adaptation ICONIP, 11th International Conference on Neural Information Processing 1110 LNCS 3316 Springer

Meagher K., Carty E., Brabazon A., O'Neill M., Keenan P. 2004. Intra-day Financial Asset Trading Using Grammatical Evolution International Conference on Artificial Intelligence ICAI 2004 411-417 CSEA Press Arabnia et al. Las Vegas, USA

Brabazon A., Silva A., de Sousa T.F., O'Neill M., Matthews R., Costa E. 2004. A Particle Swarm Model of Organizational Adaptation Genetic and Evolutionary Computation Conference GECCO 2004 12-23 1 Springer Seattle, WA, USA.

Brabazon A., Silva A., de Sousa T.F., O'Neill M., Matthews R., Costa E. 2004. Strategic Adaptation in the Presence of Inertia and Errorful Assessments of Payoffs GECCO 2004 Springer Seattle, WA, USA.

Brabazon A., Silva A., de Sousa T.F., O'Neill M., Matthews R., Costa E. 2004. Investigating Organizational Strategic Inertia Using a Particle Swarm Model Congress on Evolutionary Computation CEC 2004 652-659 IEEE Portland, OR, USA. [file]

O'Neill M., Ryan C. 2004. Grammatical Evolution by Grammatical Evolution: The Evolution of Grammar and Genetic Code European Conference on Genetic Programming EuroGP 2004 138-149 LNCS 3003 Springer Coimbra, Portugal. [file]

Brabazon A., O'Neill M. 2004. Bond Issuer Credit Rating with Grammatical Evolution Applications of Evolutionary Computing EvoIASP 2004 270-279 LNCS 3005 Springer Coimbra, Portugal

Brabazon A., Silva A., de Sousa T.F., O'Neill M., Matthews R., Costa E. 2004. A particle swarm model of strategic adaptation Business Research Yearbook 1059-1064 XI McNaughton & Gunn Gardner, C., Biberman, J. and Alkhafaji, A., Saline

Brabazon A., Matthews R., O'Neill M. 2004. Grammar, Representations, Mental Maps and Corporate Strategy Business Research Yearbook 1054-1058 XI McNaughton & Gunn Gardner, C., Biberman, J. and Alkhafaji, A., Saline

O'Neill M., Dempsey I., Brabazon A, Ryan C. 2003. Analysis of a Digit Concatenation Approach to Constant Creation European Conference on Genetic Programming EuroGP 2003 173-182 LNCS 2610 Springer Essex, UK. [file]

O'Neill M., Brabazon A. 2003. Anticipating Bankruptcy Reorganisation from Raw Financial Data using Grammatical Evolution Applications of Evolutionary Computing EvoIASP 2003 368-377 LNCS 2611 Springer Essex, UK

Brabazon A., O'Neill M. 2003. Evolving technical trading rules for foreign-exchange markets Computational Management Science Conference 2003

Brabazon A., O'Neill M. 2003. A grammar model for foreign exchange trading IC-AI'03 International Conference on Artificial Intelligence Las Vegas, USA

Brabazon A., O'Neill M., Matthews R. 2003. Grammar, Representations and Mental Maps: Insights into Strategy British Academy of Management Annual Conference 2003

Dempsey I., O'Neill M., Brabazon A. 2002. Investigations into Market Index Trading Models using Evolutionary Automatic Programming Artificial Intelligence and Cognitive Science AICS 2002 165-170 LNAI 2464 Springer O'Neill et al. Limerick, Ireland

Ryan C., O'Neill M. 2002. How to do anything with grammars First Grammatical Evolution Workshop GEWS 2002 AAAI O'Neill M., Ryan C. New York, NY, USA

O'Neill M., and Ryan C. 2002. Investigations into Memory in Grammatical Evolution First Grammatical Evolution Workshop GEWS 2002 AAAI O'Neill M., Ryan C. New York, NY, USA

Brabazon A., O'Neill M. 2002. Trading Foreign Exchange Markets using Evolutionary Automatic Programming First Grammatical Evolution Workshop GEWS 2002 AAAI O'Neill M., Ryan C. New York, NY, USA

Brabazon A., O'Neill M., Matthews R., Ryan C. 2002. Grammatical Evolution and Corporate Failure Prediction Genetic and Evolutionary Computation Conference GECCO 2002 1011-1018 Morgan Kaufmann New York, NY, USA

Brabazon A., O'Neill M., Ryan C., Matthews R. 2002. Evolving classifiers to model the relationships between strategy and corporate performance using grammatical evolution European Conference on Genetic Programming EuroGP 2002 103-112 LNCS 2278 Springer Kinsale, Ireland

Keijzer M., O'Neill M., Ryan C., Cattolico M. 2002. Grammatical Evolution Rules: The mod and The Bucket Rule European Conference on Genetic Programming EuroGP 2002 123-130 LNCS 2278 Springer Kinsale, Ireland. [file]

Ryan C., Azad A., Sheahan A., O'Neill M. 2002. No Coercion and No Prohibition European Conference on Genetic Programming EuroGP 2002 131-141 LNCS 2278 Springer Kinsale, Ireland

Nicolau M., Ryan C., O'Neill M. 2002. Genetic Algorithms using Grammatical Evolution European Conference on Genetic Programming EuroGP 2002 278-287 LNCS 2278 Springer Kinsale, Ireland

O'Neill M., Brabazon A., Ryan C., Collins J.J. 2001. Uncovering Technical Trading Rules Using Evolutionary Automatic Programming 2001 AAANZ Conference (Accounting Association of Australia and NZ) Auckland, New Zealand

O'Neill M., Brabazon A., Ryan C., Collins J.J. 2001. Developing a Market Timing System using Grammatical Evolution Genetic and Evolutionary Computation Conference GECCO 2001 1375-1381 Morgan Kaufmann San Francisco, CA, USA. [file]

O'Neill M., Ryan C., Nicolau M. 2001. Grammar Defined Introns: An Investigation into Grammars, Introns, and Bias in Grammatical Evolution Genetic and Evolutionary Computation Conference GECCO 2001 97-103 Morgan Kaufmann San Francisco, CA, USA. [file]

Keijzer M., Ryan C., O'Neill M., Cattolico M., Babovic V. 2001. Adaptive Logic Programming Genetic and Evolutionary Computation Conference GECCO 2001 42-49 Morgan Kaufmann San Francisco, CA, USA. [file]

Ryan C., O'Neill M., Azad A. 2001. No Coercion and No Prohibition - A Position Independent Encoding Scheme for Evolutionary Algorithms Genetic and Evolutionary Computation Conference GECCO 2001 187 Morgan Kaufmann San Francisco, CA, USA

Keijzer M., Ryan C., O'Neill M., Cattolico M. 2001. Ripple Crossover in Genetic Programming European Conference on Genetic Programming EuroGP 2001 74-86 LNCS 2038 Springer Lake Como, Italy

O'Neill M., Ryan C., Keijzer M., Cattolico M. 2001. Crossover in Grammatical Evolution: The Search Continues European Conference on Genetic Programming EuroGP 2001 337-347 LNCS 2038 Springer Lake Como, Italy. [file]

O'Neill M., Brabazon A., Ryan C., Collins J.J. 2001. Evolving Market Index Trading Rules using Grammatical Evolution Applications of Evolutionary Computing EvoIASP 2001 343-352 LNCS 2037 Springer Lake Como, Italy. [file]

O'Neill M., Collins J.J., Ryan C. 2000. Automatic Programming of Robots Artificial Intelligence and Cognitive Science AICS 2000

O'Neill M., Ryan C. 2000. Incorporating Gene Expression Models into Evolutionary Algorithms Genetic and Evolutionary Computation GECCO 2000 Workshops AAAI Las Vegas, USA. [file]

O'Neill M., Ryan C. 2000. Grammar based function definition in Grammatical Evolution 2nd Genetic and Evolutionary Computation Conference GECCO 2000 485-490 Morgan Kaufmann Las Vegas, USA. [file]

O'Neill M., Ryan C. 2000. Crossover in Grammatical Evolution: A Smooth Operator? Third European Workshop on Genetic Programming EuroGP 2000 149-162 LNCS 1802 Springer Edinburgh, Scotland. [file]

Collins J.J., O'Neill M. 2000. Visualisation of Evolutionary Algorithms using Principal Components Analysis Fifth International Symposium on Artificial Life and Robotics AROB 2000 247-250 Japan

O'Neill M., Collins J.J., Ryan C. 2000. Automatic Generation of Robot Behaviours using Grammatical Evolution Fifth International Symposium on Artificial Life and Robotics AROB 2000 Japan

Collins J.J., O'Neill M., Sheehan L., Eaton M. 2000. Four Layered Robot Control Architecture Fifth International Symposium on Artificial Life and Robotics AROB 2000 347-350 Japan

O'Neill M., Ryan C. 1999. Steps Towards Khepera Dance Improvisation First International Khepera Workshop 1999

O'Neill M., Ryan C. 1999. Automatic Generation of Programs with Grammatical Evolution Artificial Intelligence and Cognitive Science AICS 1999 University College Cork, Ireland. [file]

O'Neill M., Ryan C. 1999. Genetic Code Degeneracy: Implications for Grammatical Evolution and Beyond Fifth European Conference on Artificial Life 149-153 Springer . [file]

O'Neill M. 1999. Automatic Programming with Grammatical Evolution Genetic and Evolutionary Computation Conference GECCO 1999 Workshops Morgan Kaufmann Orlando, Florida, USA. [file]

O'Neill M., Ryan C. 1999. Under the Hood of Grammatical Evolution Genetic and Evolutionary Computation Conference GECCO 1999 1143-1148 2 Morgan Kaufmann Banzhaf Orlando, Florida, USA. [file]

O'Neill M., Ryan C. 1999. Automatic Generation of Caching Algorithms EUROGEN 1999, Short Course on Evolutionary Algorithms in Engineering and Computer Science University of Jyvaskyla Jyvaskyla, Finland. [file]

O'Neill M., Ryan C. 1999. Evolving Multi-Line Compilable C Code Second European Workshop on Genetic Programming EuroGP 1999 83-92 LNCS 1598 Springer Goteborg, Sweden. [file]

O'Neill M., Ryan C. 1999. Automatic Generation of High Level Functions using Evolutionary Algorithms Soft Computing and Software Engineering Workshop SCASE 1999 21-30 University of Limerick Ryan C., Buckley J. University of Limerick, Ireland. [file]

Ryan C., O'Neill M. 1998. Grammatical Evolution: A Steady State approach Second International Workshop on Frontiers in Evolutionary Algorithms 1998 419-423 2 Research Triangle Park, North Carolina, USA. [file]

Ryan C., O'Neill M., Collins J.J. 1998. Grammatical Evolution: Solving Trigonometric Identities Mendel 1998: 4th International Mendel Conference on Genetic Algorithms, Optimisation Problems, Fuzzy Logic, Neural Networks, Rough Sets 111-119 Brno, Czech Republic. [file]

Ryan C., Collins J.J., O'Neill M. 1998. Grammatical Evolution: Evolving Programs for an Arbitrary Language EuroGP'98, First European Workshop on Genetic Programming 1998 83-96 LNCS 1391 Springer Paris, France. [file]

Posters

Tuite C., Agapitos A., O'Neill M., Brabazon A. 2013. Towards a Dynamic Benchmark for Genetic Programming GECCO 2013: Genetic and Evolutionary Computation Conference ACM Amsterdam

Fenton M., McNally C., O'Neill M. 2013. The Interaction between Objectives and Constraints in Evolutionary Structural Engineering Optimisation 12th U.S. National Congress on Computational Mechanics (USNCCM12) Raleigh, NC, USA

Hemberg E., Ho L., O'Neill M., Claussen H. 2012. Comparing the Robustness of Grammatical Genetic Programming Solutions for Femtocell Algorithms in Dynamic and Multiple Training Scenarios GECCO 2012: Genetic and Evolutionary Computation CIGPU Workshop ACM Philadelphia, USA

Fagan D., Hemberg E., O'Neill M., McGarraghy S. 2012. Towards Adaptive Mutation in Grammatical Evolution GECCO 2012: Genetic and Evolutionary Computation CIGPU Workshop ACM Philadelphia, USA

O'Neill M., Nicolau M., Brabazon A. 2011. Dynamic Environments can speed up evolution with Genetic Programming GECCO 2011: Genetic and Evolutionary Computation ACM Dublin, Ireland

Fagan D., Nicolau M., Hemberg E., O'Neill M., Brabazon A. 2011. Dynamic Ant: Introducing a new benchmark for Genetic Programming in Dynamic Environments GECCO 2011: Genetic and Evolutionary Computation ACM Dublin, Ireland

Byrne J., Hemberg E., O'Neill M. 2011. Interactive Operators for Evolutionary Architectural Design GECCO 2011: Genetic and Evolutionary Computation ACM Dublin, Ireland

Agapitos A., O'Neill M., Brabazon A. 2011. Stateful Program Representations for Evolutionary Sequence Learning GECCO 2011: Genetic and Evolutionary Computation ACM Dublin, Ireland

Tuite C., Agapitos A., O'Neill M., Brabazon A. 2011. Early Stopping Criteria to Counteract Overfitting in Genetic Programming GECCO 2011: Genetic and Evolutionary Computation ACM Dublin, Ireland

Piccand S., O'Neill M., Walker J. 2007. Scalability of Particle Swarm Algorithms Genetic and Evolutionary Computation Conference GECCO 2007 Springer London, UK

O'Neill M., Brabazon, A. 2006. Recent Advances in Grammatical Evolution: the opportunities for financial modelling International Conference on Numerical Methods for Finance RCSI, Dublin

O'Neill M., Adley C., Brabazon A. 2005. Grammatical Evolution Approach to Eukaryotic Promoter Recognition Bioinformatics INFORM Workshop and Symposium Dublin City University

O'Neill M., Ryan C. 1999. An Intelligent System Based on the Human Immune System Cognitive Science for the New Millenium University College Dublin University College Dublin, Ireland

Other

Connor, G., O'Neill M. 2017. Finite-sample genome-wide regression p-values (GWRPV) with a non-normally distributed phenotype BioRxiv 204727 https://doi.org/10.1101/204727

O'Neill M. 2014. Genetic Programming: Syntax and Semantics Computational Toolbox Winterschool Engelberg, Switzerland. [file]

O'Neill M., Vanneschi L., Gustafson S., Banzhaf W. 2013. Tutorial on Open Issues in Genetic Programming GECCO 2013: Genetic and Evolutionary Computation Conference Amsterdam. [file]

O'Neill M. 2012. An Analysis of Natural Computing Publication Venues UCD-CSI-2012-02 UCD School of Computer Science and Informatics University College Dublin . [file]

Fagan D., Nicolau M., Hemberg E., O'Neill M., Brabazon A. 2011. Dynamic Ant: Introducing a new benchmark for Genetic Programming in Dynamic Environments Technical Report UCD-CSI-2011-04 UCD School of Computer Science and Informatics Available from http://www.csi.ucd.ie/biblio

Byrne J., Hemberg E., O'Neill M. 2011. Interactive Operators for Evolutionary Architectural Design Technical Report UCD-CSI-2011-05 UCD School of Computer Science and Informatics Available from http://www.csi.ucd.ie/biblio

O'Neill M., Nicolau M., Brabazon A. 2011. Dynamic Environments can speed up evolution with Genetic Programming Technical Report UCD-CSI-2011-03 UCD School of Computer Science and Informatics Available from http://www.csi.ucd.ie/biblio

O'Neill M. 2010. Recent Adventures in Grammar-based Genetic Programming Mendel'10 16th International Conference on Soft Computing Brno, Czech Republic. [file]

Brabazon A., O'Neill M. 2010. Natural Computing and Finance PPSN 2010 11th International Conference on Parallel Problem Solving from Nature Krakow, Poland. [file]

Cui, W., Brabazon, A. and O'Neill, M. 2009. Efficient Trade Execution Using a GA in an Order Book Based Artificial Stock Market late breaking paper presented at the Genetic and Evolutionary Computation Conference (GECCO 2009) Montreal, Canada. [file]

O'Neill M., Hemberg E., Gilligan C., Bartley E., McDermott J., Brabazon A. 2008. GEVA - Grammatical Evolution in Java (v1.0) UCD School of Computer Science & Informatics Technical Report UCD-CSI-2008-09 Available from http://www.csi.ucd.ie/biblio

"O'Neill M., Ryan C." 2000. An Investigation in Automatic Function Definition with Grammatical Evolution 7th Research Conference of the Dept. Of Computer Science and Information Systems University of Limerick "University of Limerick, Ireland". [file]

"Cattolico M., O'Neill M., Hart J., Manne P." 2000. A Computational Intelligence Approach to Financial Forecasting COIL Summer School 2000 "University of Limerick, Ireland". [file]

"Feldt R., O'Neill M., Ryan C., Nordin P., Langdon W.B." 2000. GP-Beagle: A Benchmarking Problem Repository for the Genetic Programming Community GECCO 2000 Late Breaking Paper "Las Vegas, USA". [file]

"O'Neill M., Ryan C." 1999. Automatic Generation of Programs that Outperform Human Designed Algorithms "6th Research Conference of the Dept. of Computer Science and Information Systems, University of Limerick" University of Limerick University of Limerick. [file]

"O'Neill M., Ryan C." 1998. Grammatical Evolution "Fifth Research Conference of the Dept. of Computer Science and Information Systems, University of Limerick" University of Limerick "University of Limerick, Ireland". [file]

"Ryan C., O'Neill M." 1998. Grammatical Evolution: A Steady State approach Late Breaking Papers at the Genetic Programming 1998 Conference Omni Press "University of Wisconsin, Madison". [file]

Natural Computing, Natural Computing, Grammatical Evolution, Genetic Programming, Natural Computing, Natural Computing, Natural Computing, Grammatical Evolution, Genetic Programming, Natural Computing, Natural Computing, Natural Computing, Grammatical Evolution, Genetic Programming, Natural Computing, Natural Computing, Natural Computing, Grammatical Evolution, Genetic Programming, Natural Computing, Natural Computing, Natural Computing, Grammatical Evolution, Genetic Programming, Natural Computing, Natural Computing, Natural Computing, Grammatical Evolution, Genetic Programming, Natural Computing, Natural Computing, Natural Computing, Grammatical Evolution, Genetic Programming, Natural Computing, Natural Computing, Natural Computing, Grammatical Evolution, Genetic Programming, Natural Computing, Natural Computing, Natural Computing, Grammatical Evolution, Genetic Programming, Natural Computing, Natural Computing, Natural Computing, Grammatical Evolution, Genetic Programming, Natural Computing, Natural Computing, Natural Computing, Grammatical Evolution, Genetic Programming, Natural Computing, Natural Computing, Natural Computing, Grammatical Evolution, Genetic Programming, Natural Computing, Natural Computing, Natural Computing, Grammatical Evolution, Genetic Programming, Natural Computing, Natural Computing, Natural Computing, Grammatical Evolution, Genetic Programming, Natural Computing, Natural Computing, Natural Computing, Grammatical Evolution, Genetic Programming, Natural Computing,

UCD Natural Computing Research & Applications Group
Michael Smurfit Graduate Business School
University College Dublin
Carysfort Avenue, Blackrock
A94 XF34