Dr Michael O'Neill B.Sc., H.Dip.Comp.Sc., Ph.D.
Contact Details
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Biography:
| Dr. O'Neill is the founding Director of the UCD Natural Computing Research & Applications group, he is a Senior Lecturer in the School of Computer Science & Informatics, and leads one of CASL's four thematic areas, Natural Computing & Optimization. He is one of the inventors of Grammatical Evolution, 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. Dr. O'Neill has published in excess of 230 peer-reviewed publications including 3 monographs, 17 edited books, has over 2500 citations, and a H-index of 24. In 2009 he published the second book on Grammatical Evolution, Foundations in Grammatical Evolution for Dynamic Environments with Ian Dempsey and Anthony Brabazon, and in 2006 he published the book on Biologically Inspired Algorithms for Financial Modelling with Prof. Brabazon. 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), Founder and Chair of the European Event on Evolutionary and Natural Computation in Finance & Economics (EvoFIN 2007, EvoFIN 2008, EvoFIN 2009 and EvoFIN 2010), Chair of the Grammatical Evolution Workshops (GEWS 2002, GEWS 2003 and GEWS 2004), and Chair of the SIGEVO Graduate Student Workshop 2005. Dr. O'Neill has served on the Editorial Boards of Genetic Programming & Evolvable Machines, Recent Patens 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, and has acted as External Examiner for a number of PhDs in the field of Evolutionary Computation. Dr. O'Neill has co-authored a number of successful funding applications with a total value over ¿7Million.
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Research Interests
| Natural Computing, Evolutionary Computation, Genetic Programming, Swarm Intelligence, Application of biological principles to computer science and applying computer science to real-world problems. |
Research Projects
| Sponsor : Science Foundation Ireland (SFI) Title : SFI GECCO Conference Award July 2011 Start Date / End Date : 01-JUN-11 / 30-NOV-11 |
| Sponsor : University College Dublin Foundation Ltd. Title : Computer Science Summer School Start Date / End Date : 01-DEC-10 / 31-DEC-11 |
| Sponsor : Science Foundation Ireland (SFI) Title : Financial mathematics and computation cluster (FMC2) - WP10 Start Date / End Date : 01-SEP-09 / 01-SEP-12 |
| Sponsor : Science Foundation Ireland (SFI) Title : Financial mathematics and computation cluster (FMC2) - WP9 Start Date / End Date : 01-SEP-09 / 01-SEP-12 |
| Sponsor : Science Foundation Ireland (SFI) Title : Financial mathematics and computation cluster (FMC2) - WP7 Start Date / End Date : 01-SEP-09 / 01-SEP-12 |
| Sponsor : Science Foundation Ireland (SFI) Title : Financial mathematics and computation cluster (FMC2) - WP5 Start Date / End Date : 01-SEP-09 / 01-SEP-12 |
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| Sponsor : Science Foundation Ireland (SFI) Title : Financial mathematics and computation cluster (FMC2) - Outreach account Start Date / End Date : 01-SEP-09 / 01-SEP-12 |
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| Sponsor : Science Foundation Ireland (SFI) Title : Financial mathematics and computation cluster (FMC2) - Management account Start Date / End Date : 01-SEP-09 / 01-SEP-12 |
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| Sponsor : Science Foundation Ireland (SFI) Title : Evolution in dynamic environments with Grammatical Evolution Start Date / End Date : 01-JAN-09 / 31-DEC-12 |
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| Sponsor : Science Foundation Ireland (SFI) Title : Grammatical Representations for Evolutionary Design Start Date / End Date : 01-SEP-08 / 29-FEB-12 |
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| Sponsor : Science Foundation Ireland (SFI) Title : Financial mathematics and computation cluster (FMC2) - WP6 Start Date / End Date : 01-SEP-09 / 01-SEP-12 |
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| Sponsor : Science Foundation Ireland (SFI) Title : Financial mathematics and computation cluster (FMC2) - WP8 Start Date / End Date : 01-SEP-09 / 01-SEP-12 |
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| Sponsor : Science Foundation Ireland (SFI) Title : Meta-grammars and grammatical evolution for dynamic environments Start Date / End Date : 01-SEP-06 / 28-FEB-10 |
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| 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 |
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| 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 |
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| Sponsor : Irish Research Council for Science Engineering and Technology (IRCSET) Title : Interactive Grammatical Evolution Start Date / End Date : 15-SEP-08 / 14-SEP-10 |
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| Sponsor : Failte Ireland Title : Genetic and Evolutionary Computation Conference (GECCO) - Dublin, July 2011 Start Date / End Date : 01-JUL-10 / 31-DEC-11 |
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| 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 |
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| Sponsor : University College Dublin (UCD) Title : Bacteria-inspried computing Start Date / End Date : 01-SEP-06 / 31-AUG-07 |
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Books
| Dempsey, I., O'Neill, M., Brabazon, A.; (2009) Foundations in Grammatical Evolution for Dynamic Environments. Berlin/Heidelberg: Springer. [Details] |
| Brabazon, A., O'Neill, M.; (2006) Biologically Inspired Algorithms for Financial Modelling. *: Springer. [Details] |
| O'Neill M., Ryan C. ; (2003) Grammatical Evolution. Evolutionary Automatic Programming in an Arbitrary Language. *: Kluwer Academic Publishers. [Details] |
Book Chapters
| Brabazon A., O'Neill M., Maringer D.; (2011) 'Natural Computing in Computational Finance (Vol 4): Introduction' In: Natural Computing in Computational Finance (Vol 4). Heidleberg: Springer. [Details] |
Tuite, C., Agapitos, A., O'Neill, M. and Brabazon, A. ; (2011) 'Tackling Overfitting in Evolutionary-driven Financial Model Induction' In: Natural Computation in Computational Finance (Volume IV). Berlin: Springer.  [Details] |
| Cui, W., Brabazon, A. and O'Neill, M.; (2010) 'Evolutionary Computation in Trade Execution' In: Natural Computing in Computational Finance (Volume III). Berlin, Germany: Springer. [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] |
| 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. [Details] |
| Brabazon A., O'Neill M.; (2009) 'Natural Computing in Computational Finance (Volume 2): Introduction' In: 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: Natural Computing in Computational Finance (Volume 2). 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. Berlin/Heidelberg: Springer. [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. [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. [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. [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. [Details] | |||||||||
| Brabazon A., Silva A., de Sousa T.F., Matthews R., O'Neill M., Costa E. ; (2007) 'Simulating Product Invention using InventSim' In: Handbook of Research on Nature Inspired Computing for Economy and Management. Hershey, PA: Idea Group. [Details] | |||||||||
| Brabazon A., O'Neill M. ; (2007) 'Classification with piGrammatical Evolution. Studies in Computational Intelligence: Knowledge-Driven Computing' In: 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: 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: Swarm Intelligent Systems. Berlin Heidleberg: Springer. [Details] | |||||||||
| Dempsey I., Brabazon A., O'Neill M. ; (2006) 'A Grammatical Genetic Programming Representation for Radial Basis Function Networks' In: Engineering Evolutionary Intelligent Systems. Berlin Heidleberg: Springer-Verlag. [Details] | |||||||||
| McDermott J., Griffith N., O'Neill M. ; (2008) 'Evolutionary Computation Applied to Sound Synthesis' In: The Art of Artificial Evolution. Berlin Heidleberg: Springer. [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: 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: 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: Genetic Algorithms and Genetic Programming in Economics and Finance. *: Kluwer Academic Publishers. [Details] | |||||||||
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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. [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. [DOI] [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] |
| Brabazon, A., O'Neill, M (Ed.). (2009) Natural Computing in Computational Finance (Volume 2). Berlin/Heidelberg: Springer. [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] | |||||||||
| 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] | |||||||||
| 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. [Details] |
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| 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. [Details] |
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| 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] | |||||||||
| 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] | |||||||||
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Peer Reviewed Journals
| 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, . [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. [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, . [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. [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 . [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. 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] | |||||||||
| O'Neill, M., McDermott, J., Swafford, J.M., Byrne, J., Hemberg, E., Shotton, E., McNally, C., Brabazon, A., & Hemberg, M.; (2010) 'Evolutionary Architectural Design using Grammatical Evolution and Shape Grammars: A Single Person Shelter Design Challenge'. International Journal of Design Engineering, 3 (1):4-24. [DOI] [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] | |||||||||
| McDermott J., Griffith N., O'Neill M. ; (2010) 'Interactive EC Control of Synthesized Timbre'. Evolutionary Computation, 18 (2):277-303. [Details] |
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| Hugosson J., Hemberg E., Brabazon A., O'Neill M.; (2010) 'Genotype Representations in Grammatical Evolution'. Applied Soft Computing, 10 :36-43. [Details] |
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| O'Neill, M. and Brabazon, A. ; (2009) 'Recent Patents on Genetic Programming'. Recent Patents on Computer Science, 2 (1):43-49. [Details] |
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| O'Neill, M; (2009) 'Book Review: A Field Guide to Genetic Programming'. Genetic Programming and Evolvable Machines, 10 (2):229-230. [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. [Details] |
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| 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. [Details] |
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| O'Neill, M. and Brabazon, A.; (2008) 'Self-organising Swarm (SoSwarm)'. Soft Computing, 12 (11):1073-1080. [Details] |
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| 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] | |||||||||
| Brabazon, A; O'Neill, M; ; (2006) 'Credit Classification using Grammatical Evolution'. Informatica, 30 (3):325-335. [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] | |||||||||
| 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; 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) 'Evolving Technical Trading Rules for Spot Foreign-Exchange Markets Using Grammatical Evolution'. COMPUTATIONAL MANAGEMENT SCIENCE, 14 (3-4):311-328. [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] | |||||||||
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Conference Publications
| 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] |
| 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] |
| 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] |
| 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] |
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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 J.E., Carr H., O'Neill M.; (2010) Animating Horse Gaits and Transitions EuroGraphics UK Theory and Practice of Computer Graphics 2010 [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] | |||||||||
| 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 [DOI] [Details] |
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| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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-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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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., 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] | |||||||||
| 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. 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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., 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] | |||||||||
| 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., 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] | |||||||||
| 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] | |||||||||
| 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 [Details] |
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| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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. 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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, 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] | |||||||||
| 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] | |||||||||
| Brabazon, A; O'Neill, M; ; (2003) APPLICATIONS OF EVOLUTIONARY COMPUTING Anticipating bankruptcy reorganisation from raw financial data using grammatical evolution , pp.368-377 [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] | |||||||||
| 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., Ryan C. ; (1999) Evolving Multi-Line Compilable C Code Second European Conference on Genetic Programming EuroGP 1999 Goteborg, Sweden, , pp.83-92 [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] | |||||||||
| 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] | |||||||||
| 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) 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] | |||||||||
| Dempsey, I., O'Neill, M. Brabazon, A.; (2006) Adaptive Trading with Grammatical Evolution IEEE World Congress on Computational Intelligence [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.; (2005) Recent Adventures in Grammatical Evolution. In Computer Methods and Systems Computer Methods and Systems CMS'05 [Details] | |||||||||
| Amarteifio S., O'Neill M.; (2004) An Evolutionary Approach to Complex System Regulation using Grammatical Evolution Artificial Life 9 [Details] | |||||||||
| Amarteifio S., O'Neill M. ; (2005) Evolving Antibodies for XMLGE Congress on Evolutionary Computation CEC 2005 [Details] | |||||||||
| Brabazon A., O'Neill M.; (2004) Bond Issuer Credit Rating with Grammatical Evolution LNCS 3005 Proc. Applications of Evolutionary Computing EvoIASP 2004 [Details] | |||||||||
| Brabazon A., O'Neill M.; (2005) Credit Rating with piGrammatical Evolution Computer Methods and Systems CMS'05 [Details] | |||||||||
| Brabazon A., O'Neill M.; (2006) Classification using the SOSwarm algorithm Third International Conference on Computational Management Science [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] | |||||||||
| Brabazon A., Silva A. and O'Neill M.; (2005) Agent Based Modelling of Product Invention Genetic and Evolutionary Computation Conference GECCO 2005 [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) Investigating Organizational Strategic Inertia Using a Particle Swarm Model Congress on Evolutionary Computation CEC 2004 [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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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. and Brabazon A.; (2005) meta-Grammar Constant Creation with Grammatical Evolution Genetic and Evolutionary Computation Conference GECCO 2005 [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. and Brabazon, T.; (2004) Live Trading with Grammatical Evolution Third Grammatical Evolution Workshop GEWS 2004 [Details] | |||||||||
| McDermott J., Griffith N. and O'Neill M.; (2005) Toward User-Directed Evolution of Sound Synthesis Parameters EvoWorkshops 2005 [Details] | |||||||||
| McDermott J., Griffith N., O'Neill M.; (2006) Timbral, Perceptual and Statistical Attributes for Synthesized Sound International Computer Music Conference New Orleans [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] | |||||||||
| 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] | |||||||||
| O'Neill M., Brabazon A. ; (2005) Recent Adventures in Grammatical Evolution Computer Methods and Systems CMS'05 [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) Congress on Evolutionary Computation 2006 [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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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) Evolving technical trading rules for foreign-exchange markets Computational Management Science Conference [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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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] | |||||||||
| 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., 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] | |||||||||
| 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., 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., 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] | |||||||||
| 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) Grammar based function definition in Grammatical Evolution 2nd Genetic and Evolutionary Computation Conference GECCO Las Vegas, USA, , pp.485-490 [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., 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] | |||||||||
| 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] | |||||||||
| 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) 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] | |||||||||
| 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., Adley C., Brabazon A.; (2005) Grammatical Evolution Approach to Eukaryotic Promoter Recognition Bioinformatics INFORM Workshop and Symposium (Poster) Dublin City University, [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] | |||||||||
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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] |
| 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] |
| Ryan C., O'Neill M. ; (2002) How to do anything with grammars. 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] | |||||||||
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Technical Publication
| 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 [Details] |
Conference Contributions
| O'Neill M.; (2010) Recent Adventures with Grammar-based Genetic Programming. [Keynote Address], Mendel 2010 - 16th International Conference on Soft Computing, Brno, Czech Republic , 23-JUN-10 - 25-JUN-10. |
| Brabazon, A. and O'Neill, M.; (2010) Invited Tutorial on Natural Computing and Finance. [Invited Lecture], 11th International Conference on Parallel Problem Solving from Nature (PPSN XI), Krakow, Poland , 11-SEP-10 - 15-SEP-10. |
Teaching Interests
Recent Postgraduates
Current Postgraduate Students
| Cliodhna Tuite, Doctor of Philosophy (PhD) - Thesis Supervisor |
| Jonathan Byrne, Doctor of Philosophy (PhD) - Thesis Supervisor |
| David Fagan, Doctor of Philosophy (PhD) - Thesis Supervisor |
| Eoin Murphy, Doctor of Philosophy (PhD) - Thesis Supervisor |
| John Mark Swafford, Doctor of Philosophy (PhD) - Thesis Supervisor |
Modules Taught
| 201000 COMP41190 Computer Science: Natural Computing Applications |
| 201000 COMP00010 Computer Science: Outreach Module - ICSP |
| 200800 COMP30290 Computer Science: Natural Computing |