Management Information Systems

researcher

Michael O'Neill

Icon Full Professor of Business Analytics

School Of Business
Graduate School of Business
Carysfort Avenue, Blackrock
Co. Dublin

Tel: +353 1 7168048
Email: m.oneill@ucd.ie

Biography

Michael holds the ICON Chair of Business Analytics, is Vice-Principal for Research, Innovation & Impact in the UCD College of Business, and a founding Director of the UCD Natural Computing Research & Applications Group. He was Director of UCD's Institute for interdisciplinary research, the UCD Complex & Adaptive Systems Laboratory (CASL) from 2012 to 2015.  One of the inventors of Grammatical Evolution, he is the lead author of the seminal book on this subject, and is independently ranked as one of the top 5 researchers in Genetic Programming.

Prof O'Neill has co-authored a number of successful funding applications with a total value over Euro 7 Million. He currently holds a Science Foundation Ireland Investigator award,  is a Principal Investigator with Lero - the Irish Software Research Centre, and a Principal Investigator with FMC2 - Financial Mathematics & Computation Cluster. Both FMC2 and Lero are funded by Science Foundation Ireland.


Michael has published in excess of 250 peer-reviewed publications including 4 monographs, 17 edited books, has over 5000 citations, and a H-index of 35. In 2009 he published the second book on Grammatical Evolution, Foundations in Grammatical Evolution for Dynamic Environments with Ian Dempsey and Anthony Brabazon, in 2006 he published the book on Biologically Inspired Algorithms for Financial Modelling with Prof. Brabazon, and in 2015 the book Natural Computing Algorithms with Anthony Brabazon and Sean McGarraghy.

Michael was Local Chair of the ACM Genetic and Evolutionary Computation Conference (GECCO 2011) which was held in Dublin, 12-16 July 2011.  In the past he has served as Chair of the European Conference on Genetic Programming (EuroGP 2007 and EuroGP 2008), Chair of the Genetic Programming Track of the ACM Genetic and Evolutionary Computation Conference 2010, Co-Chair of the Grammars in Evolutionary Computation Special Session at IEEE WCCI 2008 and WCCI 2010, and Chair of the Real World Applications Track of the Genetic and Evolutionary Computation Conference (GECCO 2009). He is Co-Founder and Chair of the European Event on Evolutionary and Natural Computation in Finance & Economics (EvoFIN 2007, EvoFIN 2008, EvoFIN 2009 and EvoFIN 2010), which sees its tenth instance (EvoBAFIN 2016), which is now expanded to include Business Analytics, in Porto Portugal in April 2016. He was also Chair of the Grammatical Evolution Workshops (GEWS 2002, GEWS 2003 and GEWS 2004), and Chair of the SIGEVO Graduate Student Workshop 2005.

Michael has served as Associate Editor of the journal Applied Soft Computing, and on the Editorial Boards of Genetic Programming & Evolvable Machines, Recent Patents on Computer Science, the Journal of Artificial Evolution and Applications, and the International Journal of Innovative Computing and Applications.  He is a regular reviewer for the IEEE Transactions on Evolutionary Computation, Genetic Programming and Evolvable Machines, and the Evolutionary Computation Journal. Prof O'Neill has acted as External Examiner for a number of PhDs in the field of Evolutionary Computation, and has supervised a number of PhD's and Research MSc's to successful completion. He is a member of ACM and ACM SIGEVO.


UCD Natural Computing Research & Applications Group

Publications

Books

O'Neill M., Ryan C. ; (2003) Grammatical Evolution. Evolutionary Automatic Programming in an Arbitrary Language. *: Kluwer Academic Publishers. [Details]
Brabazon, A., O'Neill, M.; (2006) Biologically Inspired Algorithms for Financial Modelling. *: Springer. [Details]
Dempsey, I., O'Neill, M., Brabazon, A.; (2009) Foundations in Grammatical Evolution for Dynamic Environments. Berlin/Heidelberg: Springer. [Details]
Brabazon A., O'Neill M., McGarraghy S. (2015) Natural Computing Algorithms. Heidelberg: Springer. [Details]

Book Chapters

Brabazon, A., Agapitos, A. and O'Neill, M. (2015) 'Promoting Better Generalisation in Multi-layer Perceptrons Using a Simulated Synaptic Downscaling Mechanism' In: Sean Washington (eds). New Developments in Evolutionary Computation Research. New York: Nova Science Publishers. [Details]
Brabazon, A., Cui, W. and O'Neill, M. (2015) 'Information Propagation in a Social Network: The Case of The Fish Algorithm' In: Dariusz Krol, Damien Fay, Bogdan Gabrys (eds). Propagation Phenomena in Real World Networks. Berlin: Springer. , pp.27-51 [DOI] [Details]
Tuite, C., O'Neill, M. and Brabazon, A. (2016) 'Economic and financial modeling with Genetic Programming: A Review' In: Chen, S-H. and Kaboudan, M (eds). Handbook of Computational Economics and Finance. Oxford, UK: Oxford University Press. [Details]
Hemberg E., Ho L., O'Neill M., Claussen H. (2013) 'Representing Communication and Learning in Femtocell Pilot Power Control Algorithms' In: Riolo, R. Vladislavleva, E. Ritchie, M.D. Moore, J.H (eds). Genetic Programming Theory and Practice X. Heidelberg: Springer. [Details]
Agapitos, A., O'Neill, M. and Brabazon, A. ; (2012) 'Genetic Programming for the Induction of Seasonal Forecasts: A Study on Weather-derivatives' In: Doumpos, Michael; Zopounidis, Constantin; Pardalos, Panos M. (Eds.) (eds). Financial Decision-making using Computational Intelligence. Berlin: Springer. Available Online [Details]
Brabazon, A., Dang, J., Dempsey, I. and O'Neill, M.; (2011) 'Natural Computing in Finance: A Review' In: G. Rozenberg, T. Baeck and J. Kok (eds). Handbook of Natural Computing: Theory, Experiments and Applications. Berlin: Springer. [Details]
Tuite, C., Agapitos, A., O'Neill, M. and Brabazon, A. ; (2011) 'Tackling Overfitting in Evolutionary-driven Financial Model Induction' In: Tuite, C., Agapitos, A., O'Neill, M. and Brabazon, A. ; (eds). Natural Computation in Computational Finance (Volume IV). Berlin: Springer. , pp.141-161 Available Online [Details]
Brabazon A., O'Neill M., Maringer D.; (2011) 'Natural Computing in Computational Finance (Vol 4): Introduction' In: Brabazon A., O'Neill M., Maringer D.; (eds). Natural Computing in Computational Finance (Vol 4). Heidleberg: Springer. [Details]
Cui, W., Brabazon, A. and O'Neill, M.; (2010) 'Evolutionary Computation in Trade Execution' In: Cui, W., Brabazon, A. and O'Neill, M.; (eds). Natural Computing in Computational Finance (Volume III). Berlin, Germany: Springer. [Details]
Brabazon A., O'Neill M., Maringer D.; (2010) 'Natural Computing in Computational Finance (Volume 3): Introduction' In: Brabazon A., O'Neill M., Maringer D (eds). Natural Computing in Computational Finance (Volume 3). Heidleberg: Springer. Available Online [Details]
Brabazon A., O'Neill M.; (2009) 'Natural Computing in Computational Finance (Volume 2): Introduction' In: Brabazon A., O'Neill M.; (eds). Natural Computing in Computational Finance (Volume 2). Heidleberg: Springer. [Details]
Bradley, R., Brabazon, A., O'Neill, M.; (2009) 'A Neuro-evolutionary Approach for Interest Rate Modelling' In: Bradley, R., Brabazon, A., O'Neill, M.; (eds). Natural Computing in Computational Finance (Volume 2). Heidleberg: Springer. [Details]
McDermott J., Griffith N., O'Neill M. ; (2008) 'Evolutionary Computation Applied to Sound Synthesis' In: McDermott J., Griffith N., O'Neill M. ; (eds). The Art of Artificial Evolution. Berlin Heidleberg: Springer. [Details]
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' In: Nedjah, Nadia; Coelho, Leandro dos Santos; Mourelle, Luiza de Macedo (eds). Quantum Inspired Intelligent Systems, Studies in Computational Intelligence, Vol. 121. Berlin Heidelberg: Springer. , pp.133-153 Available Online [Details]
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' In: Brabazon, A., O'Neill, M (eds). Natural Computing in Computational Finance. Berlin/Heidelberg: Springer. , pp.89-108 [Details]
Dang J., Brabazon A., O'Neill M., Edleman D.; (2008) 'Estimation of an EGARCH Volatility Option Pricing Model using a Bacteria Foraging Optimisation Algorithm' In: Brabazon, A., O'Neill, M (eds). Natural Computing in Computational Finance. Berlin/Heidelberg: Springer. , pp.109-130 [Details]
Brabazon, A., O'Neill, M.; (2008) 'Bond Rating with piGrammatical Evolution' In: Cotta, C.; Reich, S.; Schaefer, R.; Ligeza, A (eds). Knowledge-Driven Computing. Berlin/Heidelberg: Springer. , pp.17-30 [Details]
Brabazon, A., O'Neill, M.; (2008) 'Natural Computing in Computational Finance: An Introduction' In: Brabazon, A., O'Neill, M (eds). Natural Computing in Computational Finance. Berlin/Heidelberg: Springer. , pp.1-6 [Details]
Brabazon A., Silva A., de Sousa T.F., Matthews R., O'Neill M., Costa E. ; (2007) 'Simulating Product Invention using InventSim' In: Brabazon A., Silva A., de Sousa T.F., Matthews R., O'Neill M., Costa E. ; (eds). Handbook of Research on Nature Inspired Computing for Economy and Management. Hershey, PA: Idea Group. , pp.379-394 [Details]
Brabazon A., O'Neill M. ; (2007) 'Classification with piGrammatical Evolution. Studies in Computational Intelligence: Knowledge-Driven Computing' In: Brabazon A., O'Neill M. ; (eds). Knowledge Engineering and Intelligent Computations. Berlin Heidleberg: Springer. [Details]
Brabazon, A., Delahunty, A., O'Callaghan, D., Keenan, P., O'Neill, M.; (2006) 'Financial Classification using an Artificial Immune System' In: Brabazon, A., Delahunty, A., O'Callaghan, D., Keenan, P., O'Neill, M.; (eds). Business Applications and Computational Intelligence. Hershey, PA: Idea Group. [Details]
O'Neill M., Leahy F., Brabazon A.; (2006) 'Grammatical Swarm: A variable-length Particle Swarm Algorithm' In: O'Neill M., Leahy F., Brabazon A.; (eds). Swarm Intelligent Systems. Berlin Heidleberg: Springer. , pp.59-74 [Details]
Dempsey I., Brabazon A., O'Neill M. ; (2006) 'A Grammatical Genetic Programming Representation for Radial Basis Function Networks' In: Dempsey I., Brabazon A., O'Neill M. ; (eds). Engineering Evolutionary Intelligent Systems. Berlin Heidleberg: Springer-Verlag. [Details]
Brabazon A., Silva A., de Sousa T.F., O'Neill M. and Costa E.; (2005) 'Simulating the Strategic Adaptation of Organisations using OrgSwarm' In: Brabazon A., Silva A., de Sousa T.F., O'Neill M. and Costa E.; (eds). Handbook of Bioinspired Algorithms and Applications. *: Chapman and Hall. [Details]
Brabazon A., Matthews R. and O'Neill M.; (2004) 'Grammar, Representations, Mental Maps and Corporate Strategy' In: Gardner, C., Biberman, J. and Alkhafaji, A., Saline (eds). Business Research Yearbook. *: McNaughton & Gunn. [Details]
Brabazon A., Silva A., de Sousa T.F., O'Neill M., Matthews R. and Costa E.; (2004) 'A particle swarm model of strategic adaptation' In: Brabazon A., Silva A., de Sousa T.F., O'Neill M., Matthews R. and Costa E.; (eds). Business Research Yearbook. *: McNaughton & Gunn. [Details]
O'Neill M., Brabazon A., Ryan C.; (2002) 'Forecasting Market Indices using Evolutionary Automatic Programming: A Case Study' In: O'Neill M., Brabazon A., Ryan C.; (eds). Genetic Algorithms and Genetic Programming in Economics and Finance. *: Kluwer Academic Publishers. , pp.174-195 [Details]

Edited Books

Brabazon A., O'Neill M., Maringer D (Ed.). (2011) Natural Computing in Computational Finance (Volume 4). Heidelberg: Spinger. [Details]
Brabazon A., O'Neill M., Maringer D (Ed.). (2010) Natural Computing in Computational Finance (Volume 3). Heidleberg: Springer. Available Online [DOI] [Details]
Brabazon, A., O'Neill, M (Ed.). (2009) Natural Computing in Computational Finance (Volume 2). Berlin/Heidelberg: Springer. [Details]
Brabazon A., O'Neill M (Ed.). (2008) Natural Computing in Computational Finance. Berlin Heidelberg: Springer. [Details]
O'Neill M., Vanneschi L., Gustafson S., Esparcia-Alcazar A., DeFalco I., Della Ciopa A., Tarantino E (Ed.). (2008) Genetic Programming: Proceedings of EuroGP 2008 the 11th European Conference on Genetic Programming. Berlin Heidelberg: Springer. Available Online [Details]
Ebner, M., O'Neill, M. Ekart, A., Vanneschi, L., Esparcia-Alcazar, A.I (Ed.). (2007) Genetic Programming: Proceedings of EuroGP 2007 the 10th European Conference on Genetic Programming. Berlin Heidelberg: Springer. [Details]
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 (Ed.). (2010) GECCO 2010 Proceedings of the 12th Annual Conference on Genetic and Evolutionary Computation. New York, NY, USA: ACM. [Details]
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 (Ed.). (2009) GECCO '09: Proceedings of the 11th Annual conference on Genetic and evolutionary computation. ACM. [DOI] [Details]
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 (Ed.). (2010) Applications of Evolutionary Computation. Heidleberg: Springer. Available Online [DOI] [Details]
Giacobini, M., Brabazon, A., Cagnoni, S., Di Caro, G.A., Ekart, A., Esparcia-Alcazar, A.I., Farooq, M., Fink, A., Machado, P., McCormack, J., O'Neill, M., Neri, F., Preus, M., Rothlauf, F., Tarantino, E., Yang, S (Ed.). (2009) Applications of Evolutionary Computing. Berlin/Heidelberg: Springer. [Details]
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 (Ed.). (2008) Applications of Evolutionary Computing. Berlin Heidelberg: Springer. Available Online [Details]
Giacobini, M., Brabazon, A., Cagnoni, S., DiCaro, G.A., Drechsler, R., Farooq, M., Fink, A., Lutton, E., Machado, P., Minner, S., O'Neill, M., Romero, J., Rothlauf, F., Squillero, G., Takagi, H., Uyar, A.S., Yang, S (Ed.). (2007) Applications of Evolutionary Computing. Berlin Heidelberg: Springer. [Details]
O'Neill, M. et al (Ed.). (2002) Artificial Intelligence and Cognitive Science: 13th Irish Conference, AICS 2002. Berlin Heidelberg: Springer. [Details]

Peer Reviewed Journals

Nicolau M., Perez-Liebana D., O'Neill M., Brabazon A. (2016) 'Evolutionary Behavior Tree Approaches for Navigating Platform Games'. IEEE Transactions on Computational Intelligence and AI in Games, . [DOI] [Details]
Kattan A., Agapitos A., Ong Y-S., Alghamedi A.A., O'Neill M. (2016) 'GP made faster with semantic surrogate modelling'. Information Sciences, 355-356 :169-185. [DOI] [Details]
Agapitos A., O'Neill M., Kattan A., Lucas S. (2016) 'Recursion in Tree-based Genetic Programming'. Genetic Programming and Evolvable Machines, . [Details]
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, 20 (4):577-589. [DOI] [Details]
O'Neill, Michael. (2016) 'Semantic methods in genetic programming'. Genetic Programming and Evolvable Machines, 17 . [Details]
Byrne, J.; Fenton, M.; Hemberg, E.; McDermott, J.; O'Neill, M. (2015) 'Optimising complex pylon structures with grammatical evolution'. Information Sciences, 316 :582-597. Available Online [DOI] [Details]
Fenton, M.; McNally, C.; Byrne, J.; Hemberg, E.; McDermott, J.; O'Neill, M. (2015) 'Automatic innovative truss design using grammatical evolution'. Automation in Construction, 39 (1):59-69. Available Online [DOI] [Details]
Cui, Wei; Brabazon, Anthony; O'Neill, Michael (2015) 'Extending the Bat Foraging Metaphor for Optimisation Algorithm Design'. International Journal of Metaheuristics, 4 (1):1-26. [Details]
Brabazon, A., Cui, W. and O'Neill, M. (2016) 'Raven Roosting Optimisation Algorithm'. Soft Computing, 20 (2):525-545. [DOI] [Details]
Brabazon, A., Cui, W. and O'Neill, M. (2013) 'Examining the Role of Perception, Social and Private Information in Honey Bee Foraging Algorithms'. International Journal of Innovative Computing and Applications, 5 (4):240-261. [DOI] [Details]
Byrne, J., Cardiff, P., Brabazon, A. and O'Neill, M. (2014) 'Evolving Parametric Aircraft Models for Design Exploration and Optimisation'. Neurocomputing, 142 :39-47. [DOI] [Details]
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, 14 :65-93. [DOI] [Details]
Uy, NQ,Hoai, NX,O'Neill, M,McKay, RI,Phong, DN (2013) 'On the roles of semantic locality of crossover in genetic programming'. Information Sciences, 235 :195-213. [DOI] [Details]
Byrne J., Hemberg E., O'Neill M., Brabazon A. (2013) 'A Methodology for User Directed Search in Evolutionary Design'. Genetic Programming and Evolvable Machines, 14 (3):287-314. [Details]
McDermott, J, Swafford, JM, Hemberg, M, Byrne, J, Hemberg, E, Fenton, M, McNally, C, Shotton, E, & O'Neill, M; (2012) 'Advantages and limitations of string-rewriting grammars in evolutionary architectural design'. Environment and Planning B: Planning and Design, 39 (4):713-731. [DOI] [Details]
O'Neill, M., Hemberg, E. and Brabazon, A. ; (2011) 'Tracer Spectrum: A Visualisation Method for Distributed Evolutionary Computation'. Genetic Programming and Evolvable Machines, 12 (2):161-171. [Details]
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, 12 (2):91-119. [Details]
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, 12 (4):365-401. [Details]
Galvan-Lopez, E., Poli, R., Kattan, A., O'Neill, M. and Brabazon, A. ; (2011) 'Neutrality in Evolutionary Algorithms...What do we know?'. Evolving Systems, 2 (3):145-163. Available Online [DOI] [Details]
Cui, W., Brabazon, A. and O'Neill, M.; (2011) 'Adaptive Trade Execution using a Grammatical Evolution Approach'. International Journal of Financial Markets and Derivatives, 2 (1/2):4-31. Available Online [Details]
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, 3 (1):4-24. [DOI] [Details]
O'Neill, M., Vanneschi, L., Gustafson, S., Banzhaf, W.; (2010) 'Open Issues in Genetic Programming'. Genetic Programming and Evolvable Machines, 11 (3). [DOI] [Details]
Hugosson J., Hemberg E., Brabazon A., O'Neill M.; (2010) 'Genotype Representations in Grammatical Evolution'. Applied Soft Computing, 10 :36-43. Available Online [Details]
Hugosson, J., Hemberg, E., Brabazon, A. and O'Neill, M.; (2010) 'An investigation of the mutation operator using different representations in Grammatical Evolution'. Applied Soft Computing, 10 (1):36-43. [DOI] [Details]
McDermott J., Griffith N., O'Neill M. ; (2010) 'Interactive EC Control of Synthesized Timbre'. Evolutionary Computation, 18 (2):277-303. Available Online [Details]
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, 11 (3). [DOI] [Details]
O'Neill, M; (2009) 'Book Review: A Field Guide to Genetic Programming'. Genetic Programming and Evolvable Machines, 10 (2):229-230. [Details]
O'Neill, M. and Brabazon, A. ; (2009) 'Recent Patents on Genetic Programming'. Recent Patents on Computer Science, 2 (1):43-49. Available Online [Details]
Fan, K., Brabazon, A., O'Sullivan, C. and 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, 2 (3):494-512. Available Online [Details]
O'Neill, M. and Brabazon, A.; (2008) 'Self-organising Swarm (SoSwarm)'. Soft Computing, 12 (11):1073-1080. Available Online [Details]
O'Neill, M, Hemberg, E., Gilligan, C., Bartley, E., McDermott, J., Brabazon, A.; (2008) 'GEVA: Grammatical Evolution in Java'. ACM SIGEVOlution, 3 (2):17-23. Available Online [Details]
Brabazon, A. O'Neill, M. and Dempsey, I.; (2008) 'An Introduction to Evolutionary Computation in Finance'. IEEE Computational Intelligence Magazine, 3 (4):42-55. [Details]
Dempsey I., O'Neill M., Brabazon A. ; (2007) 'Constant Creation with Grammatical Evolution'. JOURNAL OF INNOVATIVE COMPUTING AND APPLICATIONS, 1 (1). [Details]
O'Neill M., Brabazon A. ; (2006) 'Grammatical Swarm: The Generation of Programs by Social Programming'. Natural Computing, 5 (4):443-462. [Details]
Brabazon, A; O'Neill, M; ; (2006) 'Credit Classification using Grammatical Evolution'. Informatica, 30 (3):325-335. [Details]
Brabazon, A; Silva, A; De Sousa, TF; O'Neill, M; Matthews, R; Costa, E; ; (2005) 'Organizational strategic adaptation in the presence of inertia'. Advances in Complex Systems, 8 (4):497-519. [Details]
Brabazon A., Meagher K., Carty E., O'Neill M. and Keenan P.; (2005) 'Grammar-mediated time-series prediction'. Journal of Intelligent Systems, 14 (2-3):123-143. [Details]
Brabazon A., Silva A., de Sousa T.F., O'Neill M., Matthews R. and Costa E.; (2005) 'Investigating Strategic Inertia Using OrgSwarm'. Informatica, 29 (2):125-141. [Details]
Brabazon A., O'Neill M. ; (2004) 'Diagnosing Corporate Stability using Grammatical Evolution'. International Journal of Applied Mathematics and Computer Science, 14 (3):363-374. [Details]
Brabazon A.,O'Neill M. ; (2004) 'Evolving Technical Trading Rules for Spot Foreign-Exchange Markets Using Grammatical Evolution'. COMPUTATIONAL MANAGEMENT SCIENCE, 14 (3-4):311-328. [Details]
O'Neill, M., Ryan, C., Keijzer, M., Cattolico, M.; (2003) 'Crossover in Grammatical Evolution'. Genetic Programming and Evolvable Machines, 4 (1):67-93. [Details]
O'Neill, M., Ryan, C.; (2001) 'Grammatical Evolution'. IEEE Transactions on Evolutionary Computation, 5 (4):349-358. [Details]
 

Conference Publications

Fenton M., Lynch D., Kucera S., Claussen H., O'Neill M. (2016) Evolving Coverage Optimisation Functions for Heterogeneous Networks using Grammatical Genetic Programming European Conference on the Applications of Evolutionary Computation Porto, Portugal, , 30-MAR-16 - 01-APR-16 , pp.219-234 [DOI] [Details]
Lynch D., Fenton M., Kucera S., Claussen H., O'Neill M. (2016) Evolutionary Learning of Schedulers for Heterogeneous Networks using Evaluative and Instructive Feedback Genetic and Evolutionary Computation Conference [Details]
Fagan D., Fenton M., O'Neill M. (2016) Exploring Position Independent Initialisation in Grammatical Evolution IEEE Congress on Evolutionary Computation 2016 Vancouver, Canada, [Details]
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 European Conference on the Applications of Evolutionary Computation Porto, Portugal, , 30-MAR-16 - 01-APR-16 , pp.46-57 [DOI] [Details]
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 European Conference on the Applications of Evolutionary Computation Porto, Portugal, , 30-MAR-16 - 01-APR-16 , pp.35-45 [DOI] [Details]
Loughran R., McDermott J., O'Neill M. (2016) Grammatical Music Composition with Dissimilarity Driven Hill Climbing European Conference on the Applications of Evolutionary Computation Porto, Portugal, , 30-MAR-16 - 01-APR-16 , pp.110-125 [Details]
Loughran R., O'Neill M. (2016) Generative Music Evaluation: Why do We Limit to Human? Computer Simulation of Musical Creativity University of Huddersfield. UK, [Details]
Loughran R., Agapitos A., Kattan A., Brabazon A., O'Neill M. (2016) Speaker Verification on Unbalanced Data with Genetic Programming European Conference on the Applications of Evolutionary Computation Porto, Portugal, , 30-MAR-16 - 01-APR-16 , pp.737-753 [DOI] [Details]
Lynch D., Fenton M., Kucera S., Claussen H., O'Neill M. (2016) Scheduling in Heterogeneous Networks using Grammar Based Genetic Programming European Conference on Genetic Programming Porto, Portugal, , 30-MAR-16 - 01-APR-16 , pp.83-98 [DOI] [Details]
Forstenlechner S, Nicolau M., Fagan D, O'Neill M. (2016) Grammar Design for Derivation Tree Based Genetic Programming Systems European Conference on Genetic Programming Porto, Portugal, , 30-MAR-16 - 01-APR-16 , pp.199-214 [DOI] [Details]
O'Neill, M., Brabazon, A. and Fagan, D. (2016) An Exploration of Grammatical Encodings to model Six Nations Rugby Match Outcomes IEEE Congress on Evolutionary Computation (CEC 2016) Vancouver, Canada, , 24-JUL-16 - 29-JUL-16 , pp.4429-4436 [Details]
Agapitos, A., Brabazon, A., and O'Neill, M. (2016) Genetic Programming with Memory for Financial Trading European Conference on the Applications of Evolutionary Computation Porto, Portugal, , 30-MAR-16 - 01-APR-16 , pp.19-34 [Details]
Fenton, M.; Lynch, D.; Kucera, S.; Claussen, H.; O'Neill, M. (2015) Load Balancing in Heterogeneous Networks using an Evolutionary Algorithm 2015 IEEE Congress on Evolutionary Computation (IEEE CEC) Sendai, Japan, , 24-MAY-15 - 28-MAY-15 , pp.70-76 Available Online [DOI] Link to full text [Details]
Nicolau, M.; Agapitos, A.; O'Neill, M.; Brabazon, A. (2015) Guidelines for defining benchmark problems in Genetic Programming IEEE Congress on Evolutionary Computation Sendai, Japan, , 25-MAY-15 - 28-MAY-15 , pp.1152-1159 [Details]
Agapitos, A.; O'Neill, M.; Nicolau, M.; Fagan, D.; Kattan, A.; Curran, K.; Brabazon, A. (2015) Deep Evolution of Feature Representations for Handwritten Digit Recognition IEEE Congress on Evolutionary Computation Sendai, Japan, , 25-MAY-15 - 28-MAY-15 , pp.2452-2459 [Details]
Loughran, R; McDermott, J; O'Neill, M. (2015) Tonality driven piano compositions with Grammatical Evolution IEEE Congress on Evolutionary Computation Sendai, Japan, , 25-MAY-15 - 28-MAY-15 , pp.2168-2175 Link to full text [Details]
Yin, Z.; Brabazon, A.; O'Sullivan, C.; O'Neill, M. (2015) Realised Volatility Forecasting: A Genetic Programming Approach IEEE Congress on Evolutionary Computation Sendai, Japan, , 25-MAY-15 - 28-MAY-15 , pp.3305-3311 [Details]
Yin, Z.; Brabazon, A.; O'Sullivan, C.; O'Neill, M. (2015) A Genetic Programming Approach for Delta Hedging IEEE Congress on Evolutionary Computation Sendai, Japan, , 25-MAY-15 - 28-MAY-15 , pp.3312-3318 [Details]
Forstenlechner, Stefan; Nicolau, Miguel; Fagan, David; O'Neill, Michael (2015) Introducing Semantic-Clustering Selection in Grammatical Evolution Genetic and Evolutionary Computation Conference Barcelona, Spain, , 12-JUL-15 - 15-JUL-15 , pp.1277-1284 Link to full text [Details]
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 [Details]
Byrne,J., Cardiff, P., Brabazon, A. O'Neill, M. (2014) Evolving an Aircraft Using a Parametric Design System . In: Juan Romero et al. (LNCS 8601) eds. European Conference on the Applications of Evolutionary Computation , pp.119-130 [DOI] [Details]
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 Link to full text [Details]
Donne, S., Bean, C.J., Lokmer, I., Nicolau, M. and O'Neill, M. (2014) Secondary microseism generation mechanisms and microseism derived ocean wave parameters, NE Atlantic, West of Ireland American Geophysical Union Fall Meeting (AGU) , 15-DEC-14 - 19-DEC-14 , pp.Abstract-S41A-4429 [Details]
Nicolau, M., O'Neill, M. and Brabazon, A. (2014) Dynamic Index Trading using a Gene Regulatory Network Model . In: Anna I. Esparcia-Alcazar et al. (LNCS 8602) eds. European Conference on the Applications of Evolutionary Computation Granada, Spain, , 23-APR-14 - 25-APR-14 , pp.251-263 [DOI] [Details]
Tuite, C., O'Neill, M., Brabazon, A. (2014) The Relationship between Semantic Distance and Performance in Dynamic Symbolic Regression Problems 20th International Conference on Soft Computing (Mendel 2014) Brno, Czech Republic, , 25-JUN-14 - 27-JUN-14 [Details]
McDermott, J., Agapitos, A., Brabazon, A. and O'Neill, M. (2014) Geometric Semantic Genetic Programming for Financial Data . In: Anna I. Esparcia-Alcazar et al. (LNCS 8602) eds. European Conference on the Applications of Evolutionary Computation Granada, Spain, , 23-APR-14 - 25-APR-14 , pp.215-226 [DOI] [Details]
Byrne, J., Nicolau, M., Brabazon, A. and O'Neill, M. (2014) An Examination of Synchronisation in Artificial Gene Regulatory Networks IEEE World Congress on Computational Intelligence (IEEE WCCI 2014) Bejing, China, , 06-JUL-14 - 11-JUL-14 , pp.2764-2769 [DOI] [Details]
Brabazon, A., Cui, W. and O'Neill, M. (2014) A Framework for Bat Foraging Algorithm Design IEEE World Congress on Computational Intelligence (IEEE WCCI 2014) Bejing, China, , 06-JUL-14 - 11-JUL-14 [Details]
Agapitos, A., O'Neill, M. and Brabazon, A. (2014) Ensemble Bayesian Model Averaging in Genetic Programming IEEE World Congress on Computational Intelligence (IEEE WCCI 2014) Beijing, , 06-JUL-14 - 11-JUL-14 , pp.2451-2458 [DOI] [Details]
Agapitos, A., McDermott, J., O'Neill, M. and Brabazon, A. (2014) Higher Order Functions for Kernel Regression 17th European Conference on Genetic Programming (EuroGP 2014) Granada, Spain, , 23-APR-14 - 25-APR-14 , pp.1-12 [Details]
Fagan D., Hemberg E., O'Neill M., McGarraghy S. (2013) Understanding Expansion Order and Phenotypic Connectivity in piGE 16th European Conference on Genetic Programming (EuroGP 2013) [Details]
Pham T.A., Nguyen Q.U., Nguyen X.H., O'Neill M. (2013) Examining the Diversity Property of Semantic Similarity based Crossover 16th European Conference on Genetic Programming (EuroGP 2013) [Details]
Brabazon, A., Silva, A. and O'Neill, M. (2012) Does Patent Policy Matter?: An Agent-based Investigation of Optimal Patent Design Seminar on Simulation in Computational Finance and Economics Central Bank of Mexico, Mexico City, , 17-OCT-12 - 18-OCT-12 [Details]
Tuite, C., Agapitos, A., O'Neill, M. and Brabazon, A. (2013) Towards a Dynamic Benchmark for Genetic Programming Genetic and Evolutionary Computation Conference (GECCO 2013) Amsterdam, , 06-JUL-13 - 10-JUL-13 , pp.151-152 [DOI] [Details]
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, North Carolina, , 22-JUL-13 - 25-JUL-13 [Details]
Agapitos, A., O'Neill, M. and Brabazon, A. (2013) Adaptive Distance Metrics for Nearest Neighbour Classification based on Genetic Programming . In: Krzysztof Krawiec et al. (LNCS 7831) eds. 16th European Conference on Genetic Programming (EuroGP 2013) Vienna, , 03-APR-13 - 05-APR-13 , pp.1-12 [DOI] [Details]
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 [Details]
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, , 27-JUN-13 - 29-JUN-13 [Details]
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 [Details]
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) [Details]
O'Neill M., Brabazon A. (2012) A Survey of Immunocomputing in Business Analytics and Finance 11th International Conference on Artificial Immune Systems ICARIS 2012 [Details]
O'Neill M., Brabazon A. (2012) An Analysis of Natural Computing Publication Venues: A focus on Immunocomputing 11th International Conference on Artificial Immune Systems ICARIS 2012 [Details]
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 [Details]
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 [Details]
Swafford, J.M., Hemberg, E., O'Neill, M. and Brabazon, A. (2012) Analyzing Module Usage in Grammatical Evolution . In: Carlos A. Coello Coello et al. (LNCS 7491) eds. 12th International Conference on Parallel Problem Solving From Nature (PPSN 2012) Taromina, Sicily, Italy, , 01-SEP-12 - 05-SEP-12 , pp.347-356 [DOI] [Details]
Nicolau, M., O'Neill, M. and Brabazon, A. (2012) Applying Genetic Regulatory Networks to Index Trading . In: Carlos A. Coello Coello et al. (LNCS 7492) eds. 12th International Conference on Parallel Problem Solving From Nature (PPSN 2012) Taormina, Sicily, Italy, , 01-SEP-12 - 05-SEP-12 , pp.428-437 [DOI] [Details]
Agapitos, A., O'Neill, M. and Brabazon, A. (2012) Controlling Overfitting in Symbolic Regression based on a Bias/Variance Error Decomposition . In: Carlos A. Coello Coello et al. (LNCS 7491) eds. 12th International Conference on Parallel Problem Solving From Nature (PPSN 2012) Taormina, Sicily, Italy, , 01-SEP-12 - 05-SEP-12 , pp.438-447 [DOI] [Details]
Swafford, J.M., O'Neill, M., Hemberg, E., Nicolau, M. and Brabazon, A. ; (2012) Comparing Methods for Module Identification in Grammatical Evolution . In: T. Soule et al eds. Genetic and Evolutionary Computation Conference (GECCO 2012) Philadelphia, USA, , 07-JUL-12 - 11-JUL-12 [Details]
Murphy, E., Nicolau, M., Hemberg, E., O'Neill, M. and Brabazon, A. (2012) Differential Gene Expression with Tree-Adjunct Grammars 12th International Conference on Parallel Problem Solving From Nature (PPSN 2012) Taromina, Sicily, Italy, , 01-SEP-12 - 05-SEP-12 , pp.377-386 [Details]
Brabazon, A., Silva, A. and O'Neill, M.; (2012) Optimal Patent Design: An Agent-based Approach World Congress on Computational Intelligence 2012 Brisbane, Australia, , 10-JUN-12 - 15-JUN-12 , pp.1-8 [DOI] [Details]
Agapitos, A., O'Neill, M. and Brabazon, A. ; (2012) Evolving Seasonal Forecasting Models with Genetic Programming for Pricing Weather-derivatives . In: Cecilia Di Chio et al. (LNCS 7248) eds. 6th European event on evolutionary and natural computation in finance and economics (EvoFin 2012) Malaga, Spain, , 11-APR-12 - 13-APR-12 , pp.135-144 [DOI] [Details]
Murphy, E., Hemberg, E., Nicolau, M., O¿Neill, M. and Brabazon, A. (2012) Grammar Bias and Initialisation in Grammar-based Genetic Programming . In: Alberto Moraglio et al. (LNCS 7248) eds. 15th European Conference on Genetic Programming (EuroGP 2012) Malaga, Spain, , 11-APR-12 - 13-APR-12 , pp.85-96 [DOI] [Details]
Nicolau, M. , Saunders, M., O'Neill, M., Brabazon, A. and Osborne, B. ; (2012) Evolving Interpolating Models of Net Ecosystem CO2 Exchange Using Grammatical Evolution . In: Alberto Moraglio et al. (LNCS 7244) eds. 15th European Conference on Genetic Programming (EuroGP 2012) Malaga, Spain, , 11-APR-12 - 13-APR-12 , pp.134-145 [DOI] [Details]
Nicolau, M., O'Neill, M. and Brabazon, A.; (2012) Termination in Grammatical Evolution: Grammar Design, Wrapping, and Tails World Congress on Computational Intelligence Brisbane, Australia, , 10-JUN-12 - 15-JUN-12 [Details]
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 [Details]
O'Neill, M., Nicolau, M. and Brabazon, A. ; (2011) Dynamic Environments Can Speed Up Evolution with Genetic Programming Genetic and Evolutionary Computation Conference (GECCO 2011) Dublin, Ireland, , 12-JUL-11 - 16-JUL-11 [Details]
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, , 27-JUN-12 - 29-JUN-12 [Details]
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, [Details]
Byrne J., Hemberg E., O¿Neill M., and Brabazon A. (2012) A local search interface for interactive evolutionary architectural design EvoApplications 2012: EvoMUSART, LNCS [Details]
Hemberg E., Ho L., O'Neill M., Claussen H.; (2011) A Symbolic Regression Approach To Manage Femtocell Coverage Using Grammatical Genetic Programming GECCO 2011: ACM Genetic and Evolutionary Computation Conference SRM Workshop Dublin, Ireland, [Details]
Pospichal P., Murphy E., O'Neill M., Jaros J., Schwarz J.; (2011) Acceleration of Grammatical Evolution Using Graphics Processing Units GECCO 2011: ACM Genetic and Evolutionary Computation Conference CIGPU Workshop Dublin, Ireland, [Details]
Nguyen Q.U., Nguyen X.H., O'Neill M.; (2011) Examining the Landscape of Semantic Similarity based Mutation GECCO 2011: ACM Genetic and Evolutionary Computation Conference Dublin, Ireland, [Details]
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 Torino, Italy, [Details]
Murphy, E., O'Neill, M. and Brabazon, A. ; (2011) Examining Mutation Landscapes In Grammar Based Genetic Programming 14th European Conference on Genetic Programming (EuroGP 2011) Turino, Italy, , 27-APR-11 - 29-JAN-11 , pp.130-141 [Details]
Swafford, J,. M., O'Neill, M., Nicolau, M. and Brabazon, A.; (2011) Exploring Grammatical Modification with Modules in Grammatical Evolution 14th European Conference on Genetic Programming (EuroGP 2011) Torino, Italy, , 27-APR-11 - 29-APR-11 , pp.310-321 [Details]
Fagan, D., Nicolau, M., Hemberg, E., O'Neill, M., Brabazon, A. and McGarraghy, S.; (2011) Investigation of the Performance of Different Mapping Orders for GE on the Max Problem 14th European Conference on Genetic Programming (EuroGP 2011) Torino, Italy, , 27-APR-11 - 29-APR-11 , pp.286-297 [Details]
Agapitos, A., O'Neill, M. and Brabazon, A.; (2011) Maximum Margin Decision Surfaces for Increased Generalisation in Evolutionary Decision Tree Learning 14th European Conference on Genetic Programming (EuroGP 2011) Torino, Italy, , 27-APR-11 - 29-APR-11 , pp.61-72 [Details]
Tuite, C., Agapitos, A., O'Neill, M. and Brabazon, A.; (2011) A Preliminary Investigation of Overfitting in Evolutionary Driven Model Induction: Implications for Financial Modelling 5th European event on evolutionary and natural computation in finance and economics (EvoFin 2011) Torino, Italy, , 27-APR-11 - 29-APR-11 , pp.120-130 [Details]
Perez, D., Nicolau, M., O'Neill, M. and Brabazon, A. ; (2011) Evolving Behaviour Trees for the Mario Bros Game Using Grammatical Evolution 3rd European event on bio-inspired algorithms in games (EvoGames 2011) Torino, Italy, , 27-APR-11 - 29-APR-11 , pp.123-132 [Details]
Agapitos, A., O'Neill, M. and Brabazon, A.; (2011) Stateful Program Representations for Evolutionary Sequence Learning Genetic and Evolutionary Computation Conference (GECCO 2011) Dublin, , 12-JUL-11 - 16-JUL-11 [Details]
Tuite, C., Agapitos, A., O'Neill, M. and Brabazon, A.; (2011) Early Stopping Criteria to Counteract Overfitting in Genetic Programming Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2011) Dublin, , 12-JUL-11 - 16-JUL-11 [Details]
Murphy, E., O'Neill, M. and Brabazon, A.; (2011) A Comparison of GE and TAGE in Dynamic Environments Genetic and Evolutionary Computation Conference (GECCO 2011) Dublin, , 12-JUL-11 - 16-JUL-11 , pp.1387-1394 [Details]
Perez, D., Nicolau, M., O'Neill, M. and Brabazon, A.; (2011) Reactiveness and Navigation in Computer Games: Different Needs, Different Approaches 2011 IEEE Conference on Computational Intelligence and Games , 31-AUG-11 - 02-SEP-11 , pp.273-280 [Details]
Agapitos, A., O'Neill, M. and Brabazon, A.; (2011) Learning Environment Models in Car Racing using Stateful Genetic Programming 2011 IEEE Conference on Computational Intelligence and Games , 31-AUG-11 - 02-SEP-11 , pp.219-226 [Details]
Swafford, J. M., Hemberg, E., O'Neill, M., Nicolau, M. and Brabazon, A. ; (2011) A Non-Destructive Grammar Modification Approach to Modularity in Grammatical Evolution Genetic and Evolutionary Computation Conference (GECCO 2011) , 12-JUL-11 - 16-JUL-11 , pp.1411-1418 [Details]
Fagan, D., Nicolau, M., Hemberg, E., O'Neill, M. and Brabazon, A. ; (2011) Dynamic Ant: Introducing a New Benchmark for Genetic Programming in Dynamic Environments Genetic and Evolutionary Computation Conference (GECCO 2011) Dublin, Ireland, , 12-JUL-11 - 16-JUL-11 [Details]
McGee, R., O'Neill, M. and Brabazon, A.; (2010) The Syntax of Stock Selection: Grammatical Evolution of a Stock Picking Model 2010 IEEE Congress on Evolutionary Computation (IEEE CEC 2010) Barcelona, , 18-JUL-10 - 23-JUL-10 , pp.4347-4354 [Details]
Cui, W., Brabazon, A. and O'Neill, M. ; (2010) Evolving Efficient Limit Order Strategy using Grammatical Evolution 2010 IEEE Congress on Evolutionary Computation (IEEE CEC 2010) Barcelona, , 18-JUL-10 - 23-JUL-10 , pp.2408-2413 [Details]
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 [Details]
Galvan-Lopez, G., Swafford, J. M., O'Neill, M. and Brabazon, A.; (2010) Evolving a Ms. PacMan Controller Using Grammatical Evolution 2nd European Workshop on Bio-inspired Algorithms in Games (EvoGames 2010) Istanbul, Turkey, , 07-APR-10 - 09-APR-10 [Details]
Shao, J., McDermott, J., O'Neill, M. and Brabazon, A.; (2010) Jive: A Generative, Interactive, Virtual, Evolutionary Music System . In: Lecture Notes in Computer Science Vol. 6025, Springer eds. 8th European Workshop on Evolutionary and Biologically Inspired Music, Sound, Art and Design (Evo MUSART 2010) Istanbul, Turkey, , 07-APR-10 - 09-APR-10 , pp.341-350 [Details]
Byrne, J., McDermott, J., O'Neill, M. and Brabazon, A.; (2010) An analysis of the behaviour of mutation in Grammatical Evolution . In: Lecture Notes in Computer Science Vol. 6021, Springer eds. 13th European Conference on Genetic Programming (EuroGP 2010) Istanbul, Turkey, , 07-APR-10 - 09-APR-10 , pp.14-25 [Details]
Fagan, D, O'Neill, M., Galvan-Lopez, E., Brabazon, A. and McGarraghy, S. ; (2010) An Analysis of Genotype-Phenotype Maps in Grammatical Evolution . In: Lecture Notes in Computer Science Vol. 6021, Springer eds. 13th European Conference on Genetic Programming (EuroGP 2010) Istanbul, Turkey, , 07-APR-10 - 09-APR-10 , pp.62-73 [Details]
Bradley, R., Brabazon, A. and O'Neill, M. ; (2010) Evolving Trading-rule Based Policies . In: Lecture Notes in Computer Science Vol. 6025, Springer eds. 4th European Workshop on Evolutionary Computation in Finance and Economics (EvoFin 2010) Istanbul, Turkey, , 07-APR-10 - 09-APR-10 , pp.251-260 [Details]
Cui, W., Brabazon, A. and O'Neill, M. ; (2010) Evolving Dynamic Trade Execution Strategies Using Grammatical Evolution . In: Lecture Notes in Computer Science Vol. 6025, Springer eds. 4th European Workshop on Evolutionary Computation in Finance and Economics (EvoFin 2010) Istanbul, Turkey, , 07-APR-10 - 09-APR-10 , pp.192-201 [Details]
Agapitos, A., O'Neill, M. and Brabazon, A. ; (2010) Evolutionary Learning of Technical Trading Rules without Data-mining Bias . In: Lecture Notes in Computer Science 6238, Springer-Verlag, Berlin eds. 11th International Conference on Parallel Problem Solving from Nature (PPSN 2010) Krakow, Poland, , 11-SEP-10 - 15-SEP-10 , pp.294-303 Available Online [DOI] [Details]
Murphy J.E., Carr H., O'Neill M.; (2010) Animating Horse Gaits and Transitions EuroGraphics UK Theory and Practice of Computer Graphics 2010 [Details]
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 [Details]
Byrne J., O'Neill M., Brabazon A. ; (2010) Optimising Offensive Moves in Toribash Proceedings of Mendel 2010 16th International Conference on Soft Computing [Details]
Nguyen Q.U., Nguyen X.H., O'Neill M., McKay B.; (2010) The Role of Syntactic and Semantic Locality of Crossover in Genetic Programming 11th International Conference on Parallel Problem Solving From Nature [Details]
McDermott J, Galvan-Lopez E., O'Neill M.; (2010) GP Locality with Binary Decision Diagrams as Ant Phenotypes 11th International Conference on Parallel Problem Solving From Nature [Details]
Byrne J., McDermott J., Galvan-Lopez E., O'Neill M. ; (2010) Implementing an Intuitive Mutation Operator for Interactive Evolutionary 3D Design IEEE World Congress on Computational Intelligence, Proceedings of the Congress on Evolutionary Computation [Details]
Swafford J.M., O'Neill M.; (2010) An Examination on the Modularity of Grammars in Grammatical Evolutionary Design IEEE World Congress on Computational Intelligence, Proceedings of the Congress on Evolutionary Computation [Details]
Nguyen Q.U., McKay R.I., O'Neill M., Nguyen X.H. ; (2010) Self-Adapting Semantic Sensitivities for Semantic Similarity Based Crossover IEEE World Congress on Computational Intelligence, Proceedings of the Congress on Evolutionary Comptuation [Details]
Nguyen Q.U., Nguyen X.H., McKay R.I., O'Neill M.; (2010) Semantics Based Crossover for Boolean Problems GECCO 2010 Proceedings of the 12th Annual Conference on Genetic and Evolutionary Computation [Details]
McDermott, J., O'Neill, M. and Brabazon, A.; (2010) Interactive Interpolating Crossover in Grammatical Evolution 2010 IEEE Congress on Evolutionary Computation (IEEE CEC 2010) Barcelona, , 18-JUL-10 - 23-JUL-10 , pp.3018-3025 [Details]
McDermott, J., Byrne, J., Swafford, J.M., O'Neill, M. and Brabazon, A.; (2010) Higher-Order Functions in Aesthetic EC Encodings 2010 IEEE Congress on Evolutionary Computation (IEEE CEC 2010) Barcelona, , 18-JUL-10 - 23-JUL-10 , pp.2816-2823 [Details]
Murphy, E., O'Neill, M., Galvan-Lopez, E. and Brabazon, A.; (2010) Tree-Adjunct Grammatical Evolution 2010 IEEE Congress on Evolutionary Computation (IEEE CEC 2010) Barcelona, , 18-JUL-10 - 23-JUL-10 , pp.4449-4456 [Details]
Galvan-Lopez, E., Fagan, D., Murphy, E., Swafford, J. M., Agapitos, A., O'Neill, M. and Brabazon, A. ; (2010) Comparing the Performance of the Evolvable PiGrammatical Evolution Genotype-Phenotype Map to Grammatical Evolution in the Dynamic Ms. Pac-Man Environment 2010 IEEE Congress on Evolutionary Computation (IEEE CEC 2010) Barcelona, , 18-JUL-10 - 23-JUL-10 , pp.1587-1594 [Details]
Galvan-Lopez, E., McDermott, J., O'Neill, M. and Brabazon, A. ; (2010) Defining Locality in Genetic Programming to Predict Performance 2010 IEEE Congress on Evolutionary Computation (IEEE CEC 2010) Barcelona, , 18-JUL-10 - 23-JUL-10 , pp.1828-1835 [Details]
Galvan, E., McDermot, J., O'Neill, M. and Brabazon, A.; (2010) Towards an Understanding of Locality in Genetic Programming Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2010) Portland, Oregon, , 07-JUL-10 - 11-JUL-10 , pp.901-908 [Details]
Fagan, D., Nicolau, M., O'Neill, M., Galvan-Lopez, E. and Brabazon, A; (2010) Investigating Mapping Order in piGE 2010 IEEE Congress on Evolutionary Computation (IEEE CEC 2010) Barcelona, , 18-JUL-10 - 23-JUL-10 , pp.3058-3064 [Details]
Bradley, R., Brabazon, A. and O'Neill, M. ; (2010) Objective Function Design in a Grammatical Evolutionary Trading System 2010 IEEE Congress on Evolutionary Computation (IEEE CEC 2010) Barcelona, , 18-JUL-10 - 23-JUL-10 , pp.3487-3494 [Details]
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 [Details]
Galvan-Lopez, E., O'Neill, M. and Brabazon, A. ; (2009) Towards Understanding the Effects of Locality in Genetic Programming 8th Mexican International Conference on Artificial Intelligence ( MICAI0 ) Guanajuato, Mexico, , 09-NOV-09 - 13-NOV-09 , pp.9-14 [Details]
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) Monte Carlo Resort, Las Vegas, Nevada, USA, , 13-JUL-09 - 16-JUL-09 [Details]
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 Evolution Artificielle [Details]
Hemberg E., O'Neill M., Brabazon A. ; (2009) n investigation into automatically defined function representations in Grammatical Evolution Mendel 2009 15th International Conference on Soft Computing [Details]
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 [Details]
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 [Details]
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) [Details]
Cui, W., Brabazon, A., O'Sullivan, C. and O'Neill, M.; (2009) Evolutionary Computation and Trade Execution 22nd Annual Irish Accounting and Finance Association Conference UCD, , 07-MAY-09 - 08-MAY-09 [Details]
Fan, K., Brabazon, A., O'Sullivan, C. and O'Neill, M. ; (2009) Intorduction to Agent-based Modelling and its Applications in Finance 22nd Annual Irish Accounting and Finance Association Conference UCD, , 07-MAY-09 - 08-MAY-09 [Details]
Byrne, J., O'Neill, M., McDermott, J., Brabazon, A.; (2009) Structural and Nodal Mutation in Grammatical Evolution Genetic and Evolutionary Computation Conference GECCO 2009 Montreal, Canada, , 08-JUL-09 - 12-JUL-09 [Details]
Dang, J., Brabazon, A., Dempsey, I. and O'Neill, M.; (2009) Natural Computing in Finance: A Review . In: Giacobini, M., Brabazon, A. et al eds. 3rd European Workshop on Evolutionary Computation in Finance and Economics (EvoFin 2009) Tubingen, Germany, , 15-APR-09 - 17-APR-09 [Details]
Bradley, R., Brabazon, A. and O'Neill, M. ; (2009) Dynamic High-frequency Trading: A Neuro-Evolutionary Approach . In: Giacobini, M., Brabazon, A. et al eds. 3rd European Workshop on Evolutionary Computation in Finance and Economics (EvoFin 2009) Tubingen, Germany, , 15-APR-09 - 17-APR-09 [Details]
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) Manila, Philippines, , 06-JUN-09 - 08-JUN-09 [Details]
O'Neill, M., Swafford, J. M., McDermott, J., Byrne, J., Brabazon, A., Shotton, E., McNally, C., and Hemberg, M. ; (2009) Shape Grammars and Grammatical Evolution for Evolutionary Design Genetic and Evolutionary Computation Conference (GECCO 2009) Montreal, Canada, , 08-JUL-09 - 12-JUL-09 [Details]
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 Tubingen, Germany, , 15-APR-09 - 17-APR-09 [Details]
Reddin, J., McDermott, J., Brabazon, A., O'Neill, M.; (2009) Elevated Pitch: Automated Grammatical Evolution of Short Compositions 7th European Workshop on Evolutionary and Biologically Inspired Music, Sound, Art and Design  Tubingen, Germany, , 15-APR-09 - 17-APR-09 Available Online [Details]
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 Trondheim, Norway, , 18-MAY-09 - 21-MAY-09 [Details]
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 Tubingen, Germany, , 15-APR-09 - 17-APR-09 [Details]
Byrne, J., O'Neill, M., McDermott, J. and Brabazon, A. ; (2009) Structural and Nodal Mutation in Grammatical Evolution Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2009) Montreal, Canada, , 08-JUL-09 - 12-JUL-09 [Details]
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) Montreal, Canada, , 10-JUL-09 - 12-JUL-09 [Details]
Le-Khac, N.A. and Markos, S. and O'Neill, M. and 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) Manila, Philippine, , 06-JUN-09 - 08-JUN-09 [Details]
Loughran R., Walker J., O'Neill M. ; (2009) An Exploration of Genetic Algorithms for Efficient Musical Instrument Identification Irish Signals and Systems Conference [Details]
O'Neill, M. and Brabazon, A.; (2008) Self-organizing Swarm (soswarm) for Financial Risk Assessment 2008 IEEE Congress on Evolutionary Computation (IEEE CEC 2008) Hong Kong, , 01-JUN-08 - 06-JUN-08 , pp.3092-3098 [Details]
O'Neill, M. and Brabazon, A. ; (2008) Evolving a Logo Design Using Lindenmayer Systems, Postscript and Grammatical Evolution 2008 IEEE Congress on Evolutionary Computation (IEEE CEC 2008) Hong Kong, , 01-JUN-08 - 06-JUN-08 , pp.3789-3795 [Details]
Hemberg, E., O'Neill, M. and Brabazon, A.; (2008) Grammatical Bias and Building Blocks in Meta-grammar Grammatical Evolution 2008 IEEE Congress on Evolutionary Computation (IEEE CEC 2008) Hong Kong, , 01-JUN-08 - 06-JUN-08 , pp.3776-3783 [Details]
Fan, K., Brabazon, A. and O'Neill, M.; (2008) Benchmarking the Performance of the Real-valued Quantum-inspired Evolutionary Algorithm 2008 IEEE Congress on Evolutionary Computation (IEEE CEC 2008) Hong Kong, , 01-JUN-08 - 06-JUN-08 , pp.3079-3085 [Details]
O'Neill, M., Brabazon, A. and Hemberg, E.; (2008) Subtree Deactivation Control with Grammatical Genetic Programming 2008 IEEE Congress on Evolutionary Computation (IEEE CEC 2008) Hong Kong, , 01-JUN-08 - 06-JUN-08 , pp.3769-3775 [Details]
Fan, K., Brabazon, A., O'Sullivan, C. and O'Neill, M. ; (2008) Quantum Inspired Evolutionary Algorithms for Financial Data Analysis . In: Giacobini, M., Brabazon, A., et al eds. 2nd European Workshop on Evolutionary Computation in Finance and Economics (EvoFin 2008) Naples, Italy, , 26-MAR-08 - 28-MAR-08 , pp.133-143 [Details]
Dang, J., Brabazon, A., O'Neill, M. and Edelman, D. ; (2008) Option Model Calibration using a Bacterial Foraging Optimisation Algorithm . In: Giacobini, M., Brabazon, A., et al eds. 2nd European Workshop on Evolutionary Computation in Finance and Economics (EvoFin 2008) Naples, Italy, , 26-MAR-08 - 28-MAR-08 , pp.113-122 [Details]
Hemberg, E., O'Neill, M. and Brabazon, A.; (2008) Altering Search Rates of the Meta and Solution Grammars in the mGGA . In: O'Neill, M., Vanneschi, L. et al eds. 11th European Conference on Genetic Programming (EuroGP 2008) Naples, Italy, , 26-MAR-08 - 28-MAR-08 [Details]
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 Derry, Ireland, , pp.18-22 [Details]
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 Porto, Portugal, [Details]
Murphy, J.E., Carr, H., O'Neill, M.; (2008) Grammatical Evolution for Gait Retargeting Sixth Theory and Practice of Computer Graphics TPCG08 Eurographics University of Manchester, UK, [Details]
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, [Details]
Loughran R., O'Farrell M., Walker J., O'Neill M.; (2008) Musical Instrument Identification Using Principal Component Analysis and Multi Layered Perceptrons IEEE International Conference on Audio, Language and Image Processing Shanghai, China, [Details]
Kreutzer C., Walker J., O'Neill M.; (2008) A Parametric Model for Spectral Sound Synthesis of Musical Sounds IEEE International Conference on Audio, Language and Image Processing Shanghai, China, [Details]
Piccand S., O'Neill M., Walker J.; (2008) On the Scalability of Particle Swarm Optimisation IEEE World Congress on Computational Intelligence Hong Kong, [Details]
McDermott J., Griffith N., O'Neill M. ; (2008) New Generation Methods in an Interpolating EC Synthesizer Interface EvoMUSART The Sixth European Workshop on Evolutionary Music and Art Naples, Italy, , 26-MAR-08 - 28-MAR-08 [Details]
Hemberg E., Gilligan C., O'Neill M., Brabazon A. ; (2007) A Grammatical Genetic Programming Approach to Modularity in Genetic Algorithms EuroGP . In: Ebner M., O'Neill M., Ekart A., Vanneschi L., and Esparcia Alcazar A eds. Tenth European Conference on Genetic Programming Valencia, Spain, [Details]
Hugosson, J., Hemberg, E., Brabazon, A., O'Neill, M.; (2007) An investigation of the mutation operator using different representations in Grammatical Evolution 2nd International Symposium Advances in Artificial Intelligence and Applications (AAIA 2007) Wisla, Poland, , 15-OCT-07 - 17-OCT-07 , pp.409-419 [Details]
McDermott J., Griffith N., O'Neill M.; (2007) Evolutionary GUIs for Sound Synthesis EvoMUSART 2007 The 5th European Workshop on Evolutionary Music and Art [Details]
Fan, K., Brabazon, A., O'Sullivan, C., O'Neill, M.; (2007) Option Pricing Model Calibration using a Real-Valued Quantum-Inspired Evolutionary Algorithm GECCO 2007 Genetic and Evolutionary Computation Conference London, [Details]
Fan K., Brabazon A., O'Sullivan C., O'Neill M. ; (2007) Quantum-Inspired Evolutionary Algorithms for Calibration of the VG Option Pricing Model EvoFIN 2007 the 1st European Workshop on Evolutionary Computation in Finance and Economics [Details]
O'Neill M., Brabazon, A. ; (2006) Recent Advances in Grammatical Evolution: the opportunities for financial modelling International Conference on Numerical Methods for Finance (Poster) RCSI, Dublin, [Details]
O'Neill M., Brabazon A.; (2006) Grammatical Differential Evolution International Conference on Artificial Intelligence (ICAI'06) [Details]
O'Neill, M. Brabazon, A.; (2006) Self-Organizing Swarm (SoSwarm): A Particle Swarm Algorithm for Unsupervised Learning IEEE World Congress on Computational Intelligence [Details]
O'Neill M., Brabazon A. ; (2006) Self-Organizing Swarm (SoSwarm) Congress on Evolutionary Computation 2006 [Details]
Brabazon A., O'Neill M.; (2006) Classification using the SOSwarm algorithm Third International Conference on Computational Management Science [Details]
McDermott J., Griffith N., O'Neill M.; (2006) Timbral, Perceptual and Statistical Attributes for Synthesized Sound International Computer Music Conference New Orleans [Details]
Dempsey I., O'Neill M., Brabazon A. ; (2006) Adaptive Trading with Grammatical Evolution Congress on Evolutionary Computation 2006 [Details]
Dempsey, I., O'Neill, M. Brabazon, A.; (2006) Adaptive Trading with Grammatical Evolution IEEE World Congress on Computational Intelligence [Details]
Brabazon A., Silva A. and O'Neill M.; (2005) Agent Based Modelling of Product Invention Genetic and Evolutionary Computation Conference GECCO 2005 [Details]
Amarteifio S., O'Neill M. ; (2005) Evolving Antibodies for XMLGE Congress on Evolutionary Computation CEC 2005 [Details]
O'Neill, M., Brabazon, A.; (2005) Recent Adventures in Grammatical Evolution. In Computer Methods and Systems Computer Methods and Systems CMS'05 [Details]
Brabazon A., O'Neill M.; (2005) Credit Rating with piGrammatical Evolution Computer Methods and Systems CMS'05 [Details]
O'Neill M., Brabazon A. ; (2005) Recent Adventures in Grammatical Evolution Computer Methods and Systems CMS'05 [Details]
O'Neill M., Adley C., Brabazon A.; (2005) Grammatical Evolution Approach to Eukaryotic Promoter Recognition Bioinformatics INFORM Workshop and Symposium (Poster) Dublin City University, [Details]
McDermott J., Griffith N. and O'Neill M.; (2005) Toward User-Directed Evolution of Sound Synthesis Parameters EvoWorkshops 2005 [Details]
Dempsey I., O'Neill M. and Brabazon A.; (2005) meta-Grammar Constant Creation with Grammatical Evolution Genetic and Evolutionary Computation Conference GECCO 2005 [Details]
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 [Details]
Brabazon A., Silva A., de Sousa T.F., O'Neill M., Matthews R. and Costa E.; (2005) A Memetic Model of Product Invention Congress on Evolutionary Computation CEC 2005 [Details]
Brabazon, A; Silva, A; de Sousa, TF; O'Neill, M; Matthews, R; Costa, E; ; (2004) GENETIC AND EVOLUTIONARY COMPUTATION - GECCO 2004, PT 1, PROCEEDINGS A particle swarm model of organizational adaptation , pp.12-23 [Details]
Brabazon A., Silva A., de Sousa T.F., O'Neill M., Matthews R. and Costa E. ; (2004) Investigating Organizational Strategic Inertia Using a Particle Swarm Model Congress on Evolutionary Computation CEC 2004 [Details]
Dempsey, I., O'Neill, M. and Brabazon, T.; (2004) Live Trading with Grammatical Evolution Third Grammatical Evolution Workshop GEWS 2004 [Details]
Brabazon, A; O'Neill, M; ; (2004) APPLICATIONS OF EVOLUTIONARY COMPUTING Bond-issuer credit rating with grammatical evolution , pp.270-279 [Details]
Brabazon A., Silva A., de Sousa T.F., O'Neill M., Matthews R. and Costa E.; (2004) A Particle Swarm Model of Organizational Adaptation Genetic and Evolutionary Computation Conference GECCO 2004 Seattle, USA, , 26-JUN-04 - 30-JUN-04 , pp.12-23 [Details]
Brabazon A., Silva A., de Sousa T.F., O'Neill M., Matthews R. and Costa E.; (2004) OrgSwarm - A Particle Swarm Model of Organizational Adaptation 11th International Conference on Neural Information Processing [Details]
Brabazon A., Silva A., de Sousa T.F., O'Neill M., Matthews R. and Costa E.; (2004) Strategic Adaptation in the Presence of Inertia and Errorful Assessments of Payoffs Genetic and Evolutionary Computation Conference GECCO 2004 [Details]
Dempsey I., O'Neill M. and Brabazon A.; (2004) Grammatical Constant Creation Genetic and Evolutionary Computation Conference GECCO 2004 Seattle, USA, , 26-JUN-04 - 30-JUN-04 , pp.447-458 [Details]
Dempsey, I; O'Neill, M; Brabazon, A; ; (2004) GENETIC AND EVOLUTIONARY COMPUTATION GECCO 2004 , PT 2, PROCEEDINGS Grammatical constant creation , pp.447-458 [Details]
Brabazon, A; Silva, A; de Sousa, TF; O'Neill, M; Matthews, R; Costa, E; ; (2004) NEURAL INFORMATION PROCESSING OrgSwarm - A particle swarm model of organizational adaptation , pp.1110-1116 [Details]
O'Neill M., Brabazon A. and Adley C.; (2004) The Automatic Generation of Programs for Classification Problems with Grammatical Swarm Congress on Evolutionary Computation CEC 2004 [Details]
Amarteifio S., O'Neill M.; (2004) An Evolutionary Approach to Complex System Regulation using Grammatical Evolution Artificial Life 9 [Details]
Brabazon A., O'Neill M.; (2004) Bond Issuer Credit Rating with Grammatical Evolution LNCS 3005 Proc. Applications of Evolutionary Computing EvoIASP 2004 [Details]
O'Neill M. and Brabazon A. ; (2004) Grammatical Swarm Genetic and Evolutionary Computation Conference GECCO 2004 Seattle, USA, , 26-JUN-04 - 30-JUN-04 [Details]
Meagher K., Carty E., Brabazon A., O'Neill M. and Keenan P.; (2004) Intra-day Financial Asset Trading Using Grammatical Evolution International Conference on Artificial Intelligence ICAI 2004 [Details]
Brabazon A., O'Neill M.; (2003) A grammar model for foreign exchange trading IC-AI'03 International Conference on Artificial Intelligence Las Vegas, USA, [Details]
Brabazon A., O'Neill M. ; (2003) Evolving technical trading rules for foreign-exchange markets Computational Management Science Conference [Details]
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, , pp.368-377 [Details]
Brabazon, A; O'Neill, M; ; (2003) APPLICATIONS OF EVOLUTIONARY COMPUTING Anticipating bankruptcy reorganisation from raw financial data using grammatical evolution , pp.368-377 [Details]
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, , pp.173-182 [Details]
Brabazon A., O'Neill M. and Matthews R. ; (2003) Representations and Mental Maps: Insights into Strategy British Academy of Management Annual Conference 2003 [Details]
Nicolau M., Ryan C., O'Neill M. ; (2002) Genetic Algorithms using Grammatical Evolution Evolution European Conference on Genetic Programming EuroGP 2002 278-287 LNCS 2278 Springer Kinsale, Ireland, , pp.278-287 [Details]
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, , pp.131-141 [Details]
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, , pp.103-112 [Details]
Brabazon A., O'Neill M., Matthews R., Ryan C. ; (2002) Grammatical Evolution and Corporate Failure Prediction Genetic and Evolutionary Computation Conference GECCO. Morgan Kaufmann New York, NY, USA, , pp.1011-1018 [Details]
Dempsey I., O'Neill M., Brabazon A. ; (2002) Investigations into Market Index Trading Models using Evolutionary Automatic Programming . In: O'Neill et al eds. Artificial Intelligence and Cognitive Science AICS 2002 165-170 LNAI 2464 Springer Limerick, Ireland, , pp.165-170 [Details]
Dempsey, I; O'Neill, M; Brabazon, A; ; (2002) ARTIFICIAL INTELLIGENCE AND COGNITIVE SCIENCE, PROCEEDINGS Investigations into market index trading models using evolutionary automatic programming , pp.165-170 [Details]
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, , pp.123-130 [Details]
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, , pp.337-347 [Details]
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 San Francisco, CA, USA, , pp.97-103 [Details]
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 San Francisco, CA, USA, , 07-JUL-01 - 11-JUL-01 , pp.1375-1381 [Details]
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, [Details]
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, , pp.74-86 [Details]
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, , pp.343-352 [Details]
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 Japan, , pp.347-350 [Details]
Collins J.J., O'Neill M.; (2000) Visualisation of Evolutionary Algorithms using Principal Components Analysis Fifth International Symposium on Artificial Life and Robotics AROB Japan, , pp.247-250 [Details]
O'Neill M., Ryan C.; (2000) Grammar based function definition in Grammatical Evolution 2nd Genetic and Evolutionary Computation Conference GECCO Las Vegas, USA, , pp.485-490 [Details]
O'Neill M., Collins J.J., Ryan C. ; (2000) Automatic Programming of Robots Artificial Intelligence and Cognitive Science AICS [Details]
O'Neill M., Ryan C. ; (2000) Crossover in Grammatical Evolution: A Smooth Operator? EuroGP 2000 European Conference on Genetic Programming , pp.149-162 [Details]
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 Japan, [Details]
O'Neill M., Ryan C. ; (1999) Automatic Generation of Programs with Grammatical Evolution Artificial Intelligence and Cognitive Science AICS University College Cork, Ireland, [Details]
O'Neill M., Ryan C. ; (1999) Genetic Code Degeneracy: Implications for Grammatical Evolution and Beyond Fifth European Conference on Artificial Life, Springer , pp.149-153 [Details]
O'Neill M., Ryan C. ; (1999) Under the Hood of Grammatical Evolution Genetic and Evolutionary Computation Conference GECCO 1999 Banzhaf Orlando, Florida, USA, [Details]
O'Neill M., Ryan C. ; (1999) An Intelligent System Based on the Human Immune System Cognitive Science for the New Millenium (Poster) University College Dublin, Ireland, [Details]
O'Neill M., Ryan C. ; (1999) Evolving Multi-Line Compilable C Code Second European Conference on Genetic Programming EuroGP 1999 Goteborg, Sweden, , pp.83-92 [Details]
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, [Details]
Ryan C., O'Neill M., Collins J.J.; (1998) Grammatical Evolution: Solving Trigonometric Identities Mendel 4th International Mendel Conference on Genetic Algorithms, Optimisation Problems, Fuzzy Logic, Neural Networks, Rough Sets Brno, Czech Republic, , pp.111-119 [Details]
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 Paris, France, , pp.83-96 [Details]
Ryan C., O'Neill M. ; (1998) Grammatical Evolution: A Steady State approach Second International Workshop on Frontiers in Evolutionary Algorithms Research Triangle Park, North Carolina, USA, , pp.419-423 [Details]
         

Dissertations/Theses

O'Neill M. ; (2001) Automatic Programming in an Arbitrary Language: Evolving Programs with Grammatical Evolution. Dissertations/Theses [Details]
       

Workshops

O'Neill M., Adley C., Brabazon A; (2005) Grammatical Evolution Approach to Eukaryotic Promoter Recognition. Workshops [Details]
Ryan C., O'Neill M. ; (2002) How to do anything with grammars. Workshops [Details]
Brabazon A., O'Neill M.; (2002) Trading Foreign Exchange Markets using Evolutionary Automatic Programming. Workshops [Details]
O'Neill M., and Ryan C.; (2002) Investigations into Memory in Grammatical Evolution. Workshops [Details]
O'Neill M., Ryan C. ; (2000) Incorporating Gene Expression Models into Evolutionary Algorithms. Workshops [Details]
O'Neill M., Ryan C. ; (1999) Steps Towards Khepera Dance Improvisation. Workshops [Details]
O'Neill M. ; (1999) Automatic Programming with Grammatical Evolution. Workshops [Details]
O'Neill M., Ryan C.; (1999) Automatic Generation of High Level Functions using Evolutionary Algorithms. Workshops [Details]
                           

Technical Publication

O'Neill M. (2012) An Analysis of Natural Computing Publication Venues. Technical Publication Available Online [Details]
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: Technical Publication [Details]
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: Technical Publication [Details]
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: Technical Publication [Details]
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 and Informatics Technical Report: Technical Publication Available Online [Details]
                                                             

Research

Research Interests

Natural Computing, Evolutionary Computation, Genetic Programming, Swarm Intelligence, Business Analytics, Data Science, Complex & Adaptive Systems.

Research Projects

Sponsor : Fidelity Investments Ltd.
Title : Evolutionary Search Based Software Engineering for FInancial Services ESBS
Start Date / End Date : 01-JAN-16 / 31-DEC-17
Sponsor : Science Foundation Ireland (SFI)
Title : LERO- The Irish Software Research Centre
Start Date / End Date : 01-JAN-15 / 31-DEC-20
Sponsor : Science Foundation Ireland (SFI)
Title : Applications of Evolutionary Design (App'ED)
Start Date / End Date : 01-JUL-14 / 01-JUL-19
Sponsor : University College Dublin Foundation Ltd.
Title : ICON Analytics Research
Start Date / End Date : 01-AUG-14 / 31-DEC-19
Sponsor : Science Foundation Ireland (SFI)
Title : Evolution in dynamic environments with Grammatical Evolution
Start Date / End Date : 01-JAN-09 / 30-SEP-13
Sponsor : Science Foundation Ireland (SFI)
Title : Financial mathematics and computation cluster (FMC2) - WP5
Start Date / End Date : 01-SEP-09 / 31-AUG-16
Sponsor : Science Foundation Ireland (SFI)
Title : SFI GECCO Conference Award July 2011
Start Date / End Date : 01-JUN-11 / 30-NOV-11
Sponsor : Failte Ireland
Title : Genetic and Evolutionary Computation Conference (GECCO) - Dublin, July 2011
Start Date / End Date : 01-JUL-10 / 31-DEC-11
Sponsor : University College Dublin Foundation Ltd.
Title : Computer Science Summer School
Start Date / End Date : 01-DEC-10 / 31-AUG-14
Sponsor : Science Foundation Ireland (SFI)
Title : Financial mathematics and computation cluster (FMC2) - WP9
Start Date / End Date : 01-SEP-09 / 31-AUG-14
Sponsor : Science Foundation Ireland (SFI)
Title : Financial mathematics and computation cluster (FMC2) - WP8
Start Date / End Date : 01-SEP-09 / 31-AUG-16
Sponsor : Science Foundation Ireland (SFI)
Title : Financial mathematics and computation cluster (FMC2) - WP7
Start Date / End Date : 01-SEP-09 / 31-AUG-16
Sponsor : Science Foundation Ireland (SFI)
Title : Financial mathematics and computation cluster (FMC2) - WP6
Start Date / End Date : 01-SEP-09 / 31-AUG-16
Sponsor : Irish Research Council for Science Engineering and Technology (IRCSET)
Title : Representations in evolutionary computation: General principles and two applications
Start Date / End Date : 23-AUG-10 / 31-JAN-13
Sponsor : Science Foundation Ireland (SFI)
Title : Financial mathematics and computation cluster (FMC2) - Outreach account
Start Date / End Date : 01-SEP-09 / 31-AUG-16
Sponsor : Science Foundation Ireland (SFI)
Title : Financial mathematics and computation cluster (FMC2) - Management account
Start Date / End Date : 01-SEP-09 / 31-AUG-16
Sponsor : Science Foundation Ireland (SFI)
Title : Financial mathematics and computation cluster (FMC2) - WP10
Start Date / End Date : 01-SEP-09 / 31-AUG-14
Sponsor : Irish Research Council for Science Engineering and Technology (IRCSET)
Title : Semantics in Genetic Programming
Start Date / End Date : 01-OCT-08 / 30-SEP-11
Sponsor : Irish Research Council for Science Engineering and Technology (IRCSET)
Title : Interactive Grammatical Evolution
Start Date / End Date : 15-SEP-08 / 14-SEP-10
Sponsor : Science Foundation Ireland (SFI)
Title : Grammatical Representations for Evolutionary Design
Start Date / End Date : 01-SEP-08 / 29-FEB-12
Sponsor : University College Dublin (UCD)
Title : A grammatical aproach to the evolutionary exploration of Architectural Form
Start Date / End Date : 01-JUN-07 / 01-DEC-08
Sponsor : University College Dublin (UCD)
Title : Bacteria-inspried computing
Start Date / End Date : 01-SEP-06 / 31-AUG-07
Sponsor : Science Foundation Ireland (SFI)
Title : Meta-grammars and grammatical evolution for dynamic environments
Start Date / End Date : 01-SEP-06 / 28-FEB-10

Recent Postgraduates

  • Eoin Murphy PhD (2014)
  • David Fagan PhD (2014)
  • John Mark Swafford PhD (2013) 
  • Jonathan Byrne PhD (2012)
  • Quang Uy Nguyen PhD (2011) 
  • James Murphy PhD (2011)
  • Erik Hemberg PhD (2010)
  • Roisin Loughran PhD (2009)
  • James McDermott PhD (2008)
  • Ian Dempsey PhD (2007) 

Current Postgraduate Students

Nam Le Hai, Doctor of Philosophy (PhD)   -   Thesis Supervisor
Stefan Forstenlechner, Doctor of Philosophy (PhD)   -   Thesis Supervisor
David Lynch, Doctor of Philosophy (PhD)   -   Thesis Supervisor
William Fahey, Doctor of Philosophy (PhD)   -   Secondary Supervisor

Teaching

 

Modules Coordinated

201600   MIS40980     Management Information Systems: Natural Computing&Applications
201600   MIS30110     Management Information Systems: Computation Modelling for Bus
201600   MIS40970     Management Information Systems: Data Mining for Bus Analytics
       

Discover our Rankings and Accreditations