Anthony Brabazon

ORCID

Publication Activity (10 Years)

Years Active: 2001-2021
Publications (10 Years): 33

Top Venues

CEC

EvoApplications

EuroGP

IEEE Congress on Evolutionary Computation

Publications

Michael O'Neill, Anthony Brabazon
An exploration of asocial and social learning in the evolution of variable-length structures. CoRR (2021)
Michael O'Neill, Anthony Brabazon
An Exploration of Asocial and Social Learning in the Evolution of Variable-length Structures. CEC (2021)
Nam Le, Anthony Brabazon, Michael O'Neill
Social Learning vs Self-teaching in a Multi-agent Neural Network System. EvoApplications (2020)
Anthony Brabazon, Michael Kampouridis, Michael O'Neill
Applications of genetic programming to finance and economics: past, present, future. Genet. Program. Evolvable Mach. 21 (1-2) (2020)
Nam Le, Michael O'Neill, Anthony Brabazon
Evolutionary consequences of learning strategies in a dynamic rugged landscape. GECCO (2019)
Zheng Yin, Anthony Brabazon, Conall O'Sullivan, Philip A. Hamill
A genetic programming approach for delta hedging. Genet. Program. Evolvable Mach. 20 (1) (2019)
Nam Le, Anthony Brabazon, Michael O'Neill
The Evolution of Self-taught Neural Networks in a Multi-agent Environment. EvoApplications (2019)
Nam Le, Michael O'Neill, Anthony Brabazon
How Learning Strategies Can Promote an Evolving Population in Dynamic Environments. CEC (2019)
Michael O'Neill, Anthony Brabazon
Mutational Robustness and Structural Complexity in Grammatical Evolution. CEC (2019)
Alexandros Agapitos, Róisín Loughran, Miguel Nicolau, Simon M. Lucas, Michael O'Neill, Anthony Brabazon
A Survey of Statistical Machine Learning Elements in Genetic Programming. IEEE Trans. Evol. Comput. 23 (6) (2019)
Nam Le, Anthony Brabazon, Michael O'Neill
How the "Baldwin Effect" Can Guide Evolution in Dynamic Environments. TPNC (2018)
Nam Le, Michael O'Neill, Anthony Brabazon
Adaptive Advantage of Learning Strategies: A Study Through Dynamic Landscape. PPSN (2) (2018)
Nam Le, Michael O'Neill, Anthony Brabazon
The Baldwin Effect Reconsidered Through the Prism of Social Learning. CEC (2018)
Nam Le, Michael O'Neill, David Fagan, Anthony Brabazon
Social Grammatical Evolution with imitation learning for real-valued function estimation. CEC (2017)
Miguel Nicolau, Diego Perez Liebana, Michael O'Neill, Anthony Brabazon
Evolutionary Behavior Tree Approaches for Navigating Platform Games. IEEE Trans. Comput. Intell. AI Games 9 (3) (2017)
Róisín Loughran, Alexandros Agapitos, Ahmed Kattan, Anthony Brabazon, Michael O'Neill
Feature selection for speaker verification using genetic programming. Evol. Intell. 10 (1-2) (2017)
Anthony Brabazon
Foraging inspired algorithms: A design perspective. ICNC-FSKD (2017)
Alexandros Agapitos, Anthony Brabazon, Michael O'Neill
Regularised gradient boosting for financial time-series modelling. Comput. Manag. Sci. 14 (3) (2017)
Nhien-An Le-Khac, Sammer Markos, Michael O'Neill, Anthony Brabazon, M. Tahar Kechadi
An efficient customer search tool within an Anti-Money Laundering application implemented on an international bank's dataset. CoRR (2016)
Michael O'Neill, Anthony Brabazon, David Fagan
An exploration of grammatical encodings to model six nations rugby match outcomes. CEC (2016)
Nam Le, Hoai Nguyen Xuan, Anthony Brabazon, Thuong Pham Thi
Complexity measures in Genetic Programming learning: A brief review. CEC (2016)
Anthony Brabazon, Michael Kampouridis
Foreword: special issue on computational finance and economics. Evol. Intell. 9 (4) (2016)
Róisín Loughran, Alexandros Agapitos, Ahmed Kattan, Anthony Brabazon, Michael O'Neill
Speaker Verification on Unbalanced Data with Genetic Programming. EvoApplications (1) (2016)
Alexandros Agapitos, Anthony Brabazon, Michael O'Neill
Genetic Programming with Memory For Financial Trading. EvoApplications (1) (2016)
Zheng Yin, Conall O'Sullivan, Anthony Brabazon
An Analysis of the Performance of Genetic Programming for Realised Volatility Forecasting. J. Artif. Intell. Soft Comput. Res. 6 (3) (2016)
Anthony Brabazon, Wei Cui, Michael O'Neill
The raven roosting optimisation algorithm. Soft Comput. 20 (2) (2016)
Anthony Brabazon, Piotr Lipinski, Philip A. Hamill
Characterising order book evolution using self-organising maps. Evol. Intell. 9 (4) (2016)
Anthony Brabazon, Wei Cui
Distributed Perception Algorithm. ICSI (2) (2016)
Alexandros Agapitos, Michael O'Neill, Miguel Nicolau, David Fagan, Ahmed Kattan, Anthony Brabazon, Kathleen M. Curran
Deep evolution of image representations for handwritten digit recognition. CEC (2015)
Miguel Nicolau, Alexandros Agapitos, Michael O'Neill, Anthony Brabazon
Guidelines for defining benchmark problems in Genetic Programming. CEC (2015)
Zheng Yin, Anthony Brabazon, Conall O'Sullivan, Michael O'Neill
Realised volatility forecasting: A genetic programming approach. CEC (2015)
Wei Cui, Anthony Brabazon, Alexandros Agapitos
Extending the bat foraging metaphor for optimisation algorithm design. Int. J. Metaheuristics 4 (1) (2015)
Zheng Yin, Anthony Brabazon, Conall O'Sullivan, Michael O'Neill
A genetic programming approach for delta hedging. CEC (2015)
James McDermott, Alexandros Agapitos, Anthony Brabazon, Michael O'Neill
Geometric Semantic Genetic Programming for Financial Data. EvoApplications (2014)
Alexandros Agapitos, James McDermott, Michael O'Neill, Ahmed Kattan, Anthony Brabazon
Higher Order Functions for Kernel Regression. EuroGP (2014)
Piotr Lipinski, Anthony Brabazon
Pattern Mining in Ultra-High Frequency Order Books with Self-Organizing Maps. EvoApplications (2014)
Miguel Nicolau, Michael O'Neill, Anthony Brabazon
Dynamic Index Trading Using a Gene Regulatory Network Model. EvoApplications (2014)
Alexandros Agapitos, Michael O'Neill, Anthony Brabazon
Ensemble Bayesian Model Averaging in Genetic Programming. IEEE Congress on Evolutionary Computation (2014)
Jonathan Byrne, Miguel Nicolau, Anthony Brabazon, Michael O'Neill
An examination of synchronisation in Artificial Gene Regulatory Networks. IEEE Congress on Evolutionary Computation (2014)
Jonathan Byrne, Philip Cardiff, Anthony Brabazon, Michael O'Neill
Evolving an Aircraft Using a Parametric Design System. EvoMUSART (2014)
Jonathan Byrne, Philip Cardiff, Anthony Brabazon, Michael O'Neill
Evolving parametric aircraft models for design exploration and optimisation. Neurocomputing 142 (2014)
Mateusz Wilinski, Wei Cui, Anthony Brabazon
An analysis of price impact functions of individual trades on the London Stock Exchange. CIFEr (2014)
Jonathan Byrne, Erik Hemberg, Michael O'Neill, Anthony Brabazon
A methodology for user directed search in evolutionary design. Genet. Program. Evolvable Mach. 14 (3) (2013)
Clíodhna Tuite, Michael O'Neill, Anthony Brabazon
Towards a dynamic benchmark for genetic programming. GECCO (Companion) (2013)
Alexandros Agapitos, Michael O'Neill, Anthony Brabazon
Adaptive Distance Metrics for Nearest Neighbour Classification Based on Genetic Programming. EuroGP (2013)
Eoin Murphy, Erik Hemberg, Miguel Nicolau, Michael O'Neill, Anthony Brabazon
Grammar Bias and Initialisation in Grammar Based Genetic Programming. EuroGP (2012)
Eoin Murphy, Miguel Nicolau, Erik Hemberg, Michael O'Neill, Anthony Brabazon
Differential Gene Expression with Tree-Adjunct Grammars. PPSN (1) (2012)
Miguel Nicolau, Matthew Saunders, Michael O'Neill, Bruce Osborne, Anthony Brabazon
Evolving Interpolating Models of Net Ecosystem CO2 Exchange Using Grammatical Evolution. EuroGP (2012)
Miguel Nicolau, Michael O'Neill, Anthony Brabazon
Applying Genetic Regulatory Networks to Index Trading. PPSN (2) (2012)
Alexandros Agapitos, Michael O'Neill, Anthony Brabazon
Evolving Seasonal Forecasting Models with Genetic Programming in the Context of Pricing Weather-Derivatives. EvoApplications (2012)
Wei Cui, Anthony Brabazon
An agent-based modeling approach to study price impact. CIFEr (2012)
John Mark Swafford, Erik Hemberg, Michael O'Neill, Anthony Brabazon
Analyzing Module Usage in Grammatical Evolution. PPSN (1) (2012)
Jonathan Byrne, Erik Hemberg, Anthony Brabazon, Michael O'Neill
A Local Search Interface for Interactive Evolutionary Architectural Design. EvoMUSART (2012)
Anthony Brabazon, Arlindo Silva, Michael O'Neill
Optimal patent design: An agent-based approach. IEEE Congress on Evolutionary Computation (2012)
Miguel Nicolau, Michael O'Neill, Anthony Brabazon
Termination in Grammatical Evolution: grammar design, wrapping, and tails. IEEE Congress on Evolutionary Computation (2012)
Alexandros Agapitos, Anthony Brabazon, Michael O'Neill
Controlling Overfitting in Symbolic Regression Based on a Bias/Variance Error Decomposition. PPSN (1) (2012)
John Mark Swafford, Miguel Nicolau, Erik Hemberg, Michael O'Neill, Anthony Brabazon
Comparing methods for module identification in grammatical evolution. GECCO (2012)
Alexandros Agapitos, Michael O'Neill, Anthony Brabazon, Theodoros Theodoridis
Maximum Margin Decision Surfaces for Increased Generalisation in Evolutionary Decision Tree Learning. EuroGP (2011)
John Mark Swafford, Erik Hemberg, Michael O'Neill, Miguel Nicolau, Anthony Brabazon
A non-destructive grammar modification approach to modularity in grammatical evolution. GECCO (2011)
Clíodhna Tuite, Alexandros Agapitos, Michael O'Neill, Anthony Brabazon
A Preliminary Investigation of Overfitting in Evolutionary Driven Model Induction: Implications for Financial Modelling. EvoApplications (2) (2011)
David Fagan, Miguel Nicolau, Erik Hemberg, Michael O'Neill, Anthony Brabazon, Seán McGarraghy
Investigation of the Performance of Different Mapping Orders for GE on the Max Problem. EuroGP (2011)
David Fagan, Miguel Nicolau, Erik Hemberg, Michael O'Neill, Anthony Brabazon
Dynamic ant: introducing a new benchmark for genetic programming in dynamic environments. GECCO (Companion) (2011)
Alexandros Agapitos, Michael O'Neill, Anthony Brabazon, Theodoros Theodoridis
Learning environment models in car racing using stateful Genetic Programming. CIG (2011)
Diego Perez Liebana, Miguel Nicolau, Michael O'Neill, Anthony Brabazon
Evolving Behaviour Trees for the Mario AI Competition Using Grammatical Evolution. EvoApplications (1) (2011)
John Mark Swafford, Michael O'Neill, Miguel Nicolau, Anthony Brabazon
Exploring Grammatical Modification with Modules in Grammatical Evolution. EuroGP (2011)
Diego Perez Liebana, Miguel Nicolau, Michael O'Neill, Anthony Brabazon
Reactiveness and navigation in computer games: Different needs, different approaches. CIG (2011)
Eoin Murphy, Michael O'Neill, Anthony Brabazon
A comparison of GE and TAGE in dynamic environments. GECCO (2011)
Eoin Murphy, Michael O'Neill, Anthony Brabazon
Examining Mutation Landscapes in Grammar Based Genetic Programming. EuroGP (2011)
Michael O'Neill, Anthony Brabazon, Erik Hemberg
Tracer spectrum: a visualisation method for distributed evolutionary computation. Genet. Program. Evolvable Mach. 12 (2) (2011)
Edgar Galván López, Riccardo Poli, Ahmed Kattan, Michael O'Neill, Anthony Brabazon
Neutrality in evolutionary algorithms... What do we know? Evol. Syst. 2 (3) (2011)
Alexandros Agapitos, Michael O'Neill, Anthony Brabazon
Stateful program representations for evolving technical trading rules. GECCO (Companion) (2011)
Edgar Galván López, James McDermott, Michael O'Neill, Anthony Brabazon
Defining locality as a problem difficulty measure in genetic programming. Genet. Program. Evolvable Mach. 12 (4) (2011)
Clíodhna Tuite, Alexandros Agapitos, Michael O'Neill, Anthony Brabazon
Early stopping criteria to counteract overfitting in genetic programming. GECCO (Companion) (2011)
Michael O'Neill, Miguel Nicolau, Anthony Brabazon
Dynamic environments can speed up evolution with genetic programming. GECCO (Companion) (2011)
James McDermott, Jonathan Byrne, John Mark Swafford, Michael O'Neill, Anthony Brabazon
Higher-order functions in aesthetic EC encodings. IEEE Congress on Evolutionary Computation (2010)
Wei Cui, Anthony Brabazon, Michael O'Neill
Evolving Dynamic Trade Execution Strategies Using Grammatical Evolution. EvoApplications (2) (2010)
Wei Cui, Anthony Brabazon, Michael O'Neill
Evolving efficient limit order strategy using Grammatical Evolution. IEEE Congress on Evolutionary Computation (2010)
James McDermott, Michael O'Neill, Anthony Brabazon
Interactive interpolating crossover in grammatical evolution. IEEE Congress on Evolutionary Computation (2010)
Anthony Brabazon, Jane Cahill, Peter B. Keenan, Daniel Walsh
Identifying online credit card fraud using Artificial Immune Systems. IEEE Congress on Evolutionary Computation (2010)
Edgar Galván López, James McDermott, Michael O'Neill, Anthony Brabazon
Towards an understanding of locality in genetic programming. GECCO (2010)
Edgar Galván López, James McDermott, Michael O'Neill, Anthony Brabazon
Defining locality in genetic programming to predict performance. IEEE Congress on Evolutionary Computation (2010)
David Fagan, Miguel Nicolau, Michael O'Neill, Edgar Galván López, Anthony Brabazon, Seán McGarraghy
Investigating mapping order in piGE. IEEE Congress on Evolutionary Computation (2010)
Robert Gregory Bradley, Anthony Brabazon, Michael O'Neill
Evolving Trading Rule-Based Policies. EvoApplications (2) (2010)
David Fagan, Michael O'Neill, Edgar Galván López, Anthony Brabazon, Seán McGarraghy
An Analysis of Genotype-Phenotype Maps in Grammatical Evolution. EuroGP (2010)
Jonathan Byrne, Michael O'Neill, James McDermott, Anthony Brabazon
An Analysis of the Behaviour of Mutation in Grammatical Evolution. EuroGP (2010)
Richard J. McGee, Michael O'Neill, Anthony Brabazon
The syntax of stock selection: Grammatical Evolution of a stock picking model. IEEE Congress on Evolutionary Computation (2010)
Edgar Galván López, David Fagan, Eoin Murphy, John Mark Swafford, Alexandros Agapitos, Michael O'Neill, Anthony Brabazon
Comparing the performance of the evolvable piGrammatical Evolution genotype-phenotype map to Grammatical Evolution in the dynamic Ms. Pac-Man environment. IEEE Congress on Evolutionary Computation (2010)
Jonatan Hugosson, Erik Hemberg, Anthony Brabazon, Michael O'Neill
Genotype representations in grammatical evolution. Appl. Soft Comput. 10 (1) (2010)
Edgar Galván López, John Mark Swafford, Michael O'Neill, Anthony Brabazon
Evolving a Ms. PacMan Controller Using Grammatical Evolution. EvoApplications (1) (2010)
Robert Bradley, Anthony Brabazon, Michael O'Neill
Objective function design in a grammatical evolutionary trading system. IEEE Congress on Evolutionary Computation (2010)
Jianhua Shao, James McDermott, Michael O'Neill, Anthony Brabazon
Jive: A Generative, Interactive, Virtual, Evolutionary Music System. EvoApplications (2) (2010)
Jing Dang, David Edelman, Ronald Hochreiter, Anthony Brabazon
Swarm intelligence-based stochastic programming model for dynamic asset allocation. IEEE Congress on Evolutionary Computation (2010)
Eoin Murphy, Michael O'Neill, Edgar Galván López, Anthony Brabazon
Tree-adjunct grammatical evolution. IEEE Congress on Evolutionary Computation (2010)
Alexandros Agapitos, Michael O'Neill, Anthony Brabazon
Evolutionary Learning of Technical Trading Rules without Data-Mining Bias. PPSN (1) (2010)
Kai Fan, Anthony Brabazon, Conall O'Sullivan, Michael O'Neill
A comparative study of the canonical genetic algorithm and a real-valued quantum-inspired evolutionary algorithm. Int. J. Intell. Comput. Cybern. 2 (3) (2009)
Robert Bradley, Anthony Brabazon, Michael O'Neill
Dynamic High Frequency Trading: A Neuro-Evolutionary Approach. EvoWorkshops (2009)
Jonathan Byrne, Michael O'Neill, Anthony Brabazon
Structural and nodal mutation in grammatical evolution. GECCO (2009)
Jonathan Byrne, Michael O'Neill, Erik Hemberg, Anthony Brabazon
Analysis of constant creation techniques on the binomial-3 problem with grammatical evolution. IEEE Congress on Evolutionary Computation (2009)
Nhien-An Le-Khac, Sammer Markos, Michael O'Neill, Anthony Brabazon, M. Tahar Kechadi
An Efficient Search Tool For An Anti-Money Laundering Application Of An Multi-National Bank's Dataset. IKE (2009)
Wei Cui, Anthony Brabazon, Michael O'Neill
Efficient trade execution using a genetic algorithm in an order book based artificial stock market. GECCO (Companion) (2009)

Anthony Brabazon.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Anthony Brabazon