Genetic Algorithms Using Grammatical Evolution. - Conor Ryan; Miguel Nicolau; Michael O'Neill 001 (EuroGP, 2002)

LINKGAUGE: Tackling Hard Deceptive Problems With A New Linkage Learning Genetic Algorithm. - Miguel Nicolau; Conor Ryan (GECCO, 2002)

Functional Dependency and Degeneracy: Detailed Analysis of the GAuGE System. - Miguel Nicolau; Anne Auger; Conor Ryan (Artificial Evolution, 2003)

How Functional Dependency Adapts to Salience Hierarchy in the GAuGE System. - Miguel Nicolau; Conor Ryan (EuroGP, 2003)

On the Avoidance of Fruitless Wraps in Grammatical Evolution. - Conor Ryan; Maarten Keijzer; Miguel Nicolau (GECCO, 2003)

Efficient Crossover in the GAuGE System. - Miguel Nicolau; Conor Ryan (EuroGP, 2004)

Crossover, Population Dynamics, and Convergence in the GAuGE System. - Miguel Nicolau; Conor Ryan (GECCO (1), 2004)

pi-Grammatical Evolution. - Michael O'Neill 001; Anthony Brabazon; Miguel Nicolau; Seán McGarraghy; Peter B. Keenan (GECCO (2), 2004)

Zero Is ot a Four Letter Word: Studies in the Evolution of Language. - Christopher R. Stephens; Miguel Nicolau; Conor Ryan (EuroGP, 2005)

Introducing Grammar Based Extensions for Grammatical Evolution. - Miguel Nicolau; Ian Dempsey (IEEE Congress on Evolutionary Computation, 2006)

Genetic Operators and Sequencing in the GAuGE System. - Miguel Nicolau; Conor Ryan (IEEE Congress on Evolutionary Computation, 2006)

Solving Sudoku with the GAuGE System. - Miguel Nicolau; Conor Ryan (EuroGP, 2006)

Evolving scale-free topologies using a Gene Regulatory Network model. - Miguel Nicolau; Marc Schoenauer (IEEE Congress on Evolutionary Computation, 2008)

Validation of a Morphogenesis Model of Drosophila Early Development by a Multi-objective Evolutionary Optimization Algorithm. - Rui Dilão; Daniele Muraro; Miguel Nicolau; Marc Schoenauer (EvoBIO, 2009)

Application of a simple binary genetic algorithm to a noiseless testbed benchmark. - Miguel Nicolau (GECCO (Companion), 2009)

Evolving specific network statistical properties using a gene regulatory network model. - Miguel Nicolau; Marc Schoenauer (GECCO, 2009)

On the evolution of scale-free topologies with a gene regulatory network model. - Miguel Nicolau; Marc Schoenauer (Biosyst., 2009)

Investigating mapping order in piGE. - David Fagan; Miguel Nicolau; Michael O'Neill 001; Edgar Galván López; Anthony Brabazon; Seán McGarraghy (IEEE Congress on Evolutionary Computation, 2010)

Evolving Genes to Balance a Pole. - Miguel Nicolau; Marc Schoenauer; Wolfgang Banzhaf (EuroGP, 2010)

Reactiveness and navigation in computer games: Different needs, different approaches. - Diego Perez Liebana; Miguel Nicolau; Michael O'Neill 001; Anthony Brabazon (CIG, 2011)

Investigation of the Performance of Different Mapping Orders for GE on the Max Problem. - David Fagan; Miguel Nicolau; Erik Hemberg; Michael O'Neill 001; Anthony Brabazon; Seán McGarraghy (EuroGP, 2011)

Exploring Grammatical Modification with Modules in Grammatical Evolution. - John Mark Swafford; Michael O'Neill 001; Miguel Nicolau; Anthony Brabazon (EuroGP, 2011)

Using Grammatical Evolution to Parameterise Interactive 3D Image Generation. - Miguel Nicolau; Dan Costelloe (EvoApplications (2), 2011)

Evolving Behaviour Trees for the Mario AI Competition Using Grammatical Evolution. - Diego Perez Liebana; Miguel Nicolau; Michael O'Neill 001; Anthony Brabazon (EvoApplications (1), 2011)

Dynamic ant: introducing a new benchmark for genetic programming in dynamic environments. - David Fagan; Miguel Nicolau; Erik Hemberg; Michael O'Neill 001; Anthony Brabazon (GECCO (Companion), 2011)

Dynamic environments can speed up evolution with genetic programming. - Michael O'Neill 001; Miguel Nicolau; Anthony Brabazon (GECCO (Companion), 2011)

A non-destructive grammar modification approach to modularity in grammatical evolution. - John Mark Swafford; Erik Hemberg; Michael O'Neill 001; Miguel Nicolau; Anthony Brabazon (GECCO, 2011)

Evolving Personalized Content for Super Mario Bros Using Grammatical Evolution. - Noor Shaker; Georgios N. Yannakakis; Julian Togelius; Miguel Nicolau; Michael O'Neill 001 (AIIDE, 2012)

Termination in Grammatical Evolution: grammar design, wrapping, and tails. - Miguel Nicolau; Michael O'Neill 001; Anthony Brabazon (IEEE Congress on Evolutionary Computation, 2012)

Evolving levels for Super Mario Bros using grammatical evolution. - Noor Shaker; Miguel Nicolau; Georgios N. Yannakakis; Julian Togelius; Michael O'Neill 001 (CIG, 2012)

Grammar Bias and Initialisation in Grammar Based Genetic Programming. - Eoin Murphy; Erik Hemberg; Miguel Nicolau; Michael O'Neill 001; Anthony Brabazon (EuroGP, 2012)

Evolving Interpolating Models of Net Ecosystem CO2 Exchange Using Grammatical Evolution. - Miguel Nicolau; Matthew Saunders; Michael O'Neill 001; Bruce Osborne; Anthony Brabazon (EuroGP, 2012)

Towards adaptive mutation in grammatical evolution. - David Fagan; Erik Hemberg; Miguel Nicolau; Michael O'Neill 001; Seán McGarraghy (GECCO (Companion), 2012)

Comparing methods for module identification in grammatical evolution. - John Mark Swafford; Miguel Nicolau; Erik Hemberg; Michael O'Neill 001; Anthony Brabazon (GECCO, 2012)

Differential Gene Expression with Tree-Adjunct Grammars. - Eoin Murphy; Miguel Nicolau; Erik Hemberg; Michael O'Neill 001; Anthony Brabazon (PPSN (1), 2012)

Applying Genetic Regulatory Networks to Index Trading. - Miguel Nicolau; Michael O'Neill 001; Anthony Brabazon (PPSN (2), 2012)

An examination of synchronisation in Artificial Gene Regulatory Networks. - Jonathan Byrne; Miguel Nicolau; Anthony Brabazon; Michael O'Neill 001 (IEEE Congress on Evolutionary Computation, 2014)

Wave height quantification using land based seismic data with grammatical evolution. - Sarah Donne; Miguel Nicolau; Christopher J. Bean; Michael O'Neill 001 (IEEE Congress on Evolutionary Computation, 2014)

Experiments in program synthesis with grammatical evolution: A focus on Integer Sorting. - Michael O'Neill 001; Miguel Nicolau; Alexandros Agapitos (IEEE Congress on Evolutionary Computation, 2014)

Size Does Not Matter: Evolving Parameters for a Cayley Graph Visualiser Using 64 Bits. - Miguel Nicolau; Dan Costelloe (EvoMUSART, 2014)

Dynamic Index Trading Using a Gene Regulatory Network Model. - Miguel Nicolau; Michael O'Neill 001; Anthony Brabazon (EvoApplications, 2014)

Deep evolution of image representations for handwritten digit recognition. - Alexandros Agapitos; Michael O'Neill 001; Miguel Nicolau; David Fagan; Ahmed Kattan; Anthony Brabazon; Kathleen M. Curran (CEC, 2015)

Guidelines for defining benchmark problems in Genetic Programming. - Miguel Nicolau; Alexandros Agapitos; Michael O'Neill 001; Anthony Brabazon (CEC, 2015)

Introducing Semantic-Clustering Selection in Grammatical Evolution. - Stefan Forstenlechner; Miguel Nicolau; David Fagan; Michael O'Neill 001 (GECCO (Companion), 2015)

One-Class Classification for Anomaly Detection with Kernel Density Estimation and Genetic Programming. - Van Loi Cao; Miguel Nicolau; James McDermott (EuroGP, 2016)

Grammar Design for Derivation Tree Based Genetic Programming Systems. - Stefan Forstenlechner; Miguel Nicolau; David Fagan; Michael O'Neill 001 (EuroGP, 2016)

Improving Fitness Functions in Genetic Programming for Classification on Unbalanced Credit Card Data. - Van Loi Cao; Nhien-An Le-Khac; Michael O'Neill 001; Miguel Nicolau; James McDermott (EvoApplications (1), 2016)

Managing Repetition in Grammar-Based Genetic Programming. - Miguel Nicolau; Michael Fenton (GECCO, 2016)

Alternative Fitness Functions in the Development of Models for Prediction of Patient Recruitment in Multicentre Clinical Trials. - Gilyana Borlikova; Michael Phillips; Louis Smith; Miguel Nicolau; Michael O'Neill 001 (OR, 2016)

A Hybrid Autoencoder and Density Estimation Model for Anomaly Detection. - Van Loi Cao; Miguel Nicolau; James McDermott (PPSN, 2016)

Semantics-Based Crossover for Program Synthesis in Genetic Programming. - Stefan Forstenlechner; David Fagan; Miguel Nicolau; Michael O'Neill 001 (Artificial Evolution, 2017)

A Grammar Design Pattern for Arbitrary Program Synthesis Problems in Genetic Programming. - Stefan Forstenlechner; David Fagan; Miguel Nicolau; Michael O'Neill 001 (EuroGP, 2017)

Late-acceptance and step-counting hill-climbing GP for anomaly detection. - Van Loi Cao; Miguel Nicolau; James McDermott (GECCO (Companion), 2017)

Late-acceptance hill-climbing with a grammatical program representation. - James McDermott; Miguel Nicolau (GECCO (Companion), 2017)

Improving Fitness Functions in Genetic Programming for Classification on Unbalanced Credit Card Datasets. - Van Loi Cao; Nhien-An Le-Khac; Miguel Nicolau; Michael O'Neill 001; James McDermott (CoRR, 2017)

Understanding grammatical evolution: initialisation. - Miguel Nicolau (Genet. Program. Evolvable Mach., 2017)

Distilling the salient features of natural systems: Commentary on "On the mapping of genotype to phenotype in evolutionary algorithms" by Whigham, Dick and Maclaurin. - Michael O'Neill 001; Miguel Nicolau (Genet. Program. Evolvable Mach., 2017)

Evolutionary Behavior Tree Approaches for Navigating Platform Games. - Miguel Nicolau; Diego Perez Liebana; Michael O'Neill 001; Anthony Brabazon (IEEE Trans. Comput. Intell. AI Games, 2017)

Understanding Grammatical Evolution: Grammar Design. - Miguel Nicolau; Alexandros Agapitos (Handbook of Grammatical Evolution, 2018)

Evolving Behaviour Tree Structures Using Grammatical Evolution. - Diego Pérez-Liébana; Miguel Nicolau (Handbook of Grammatical Evolution, 2018)

Towards Understanding and Refining the General Program Synthesis Benchmark Suite with Genetic Programming. - Stefan Forstenlechner; David Fagan; Miguel Nicolau; Michael O'Neill 001 (CEC, 2018)

Towards effective semantic operators for program synthesis in genetic programming. - Stefan Forstenlechner; David Fagan; Miguel Nicolau; Michael O'Neill 001 (GECCO, 2018)

On the effect of function set to the generalisation of symbolic regression models. - Miguel Nicolau; Alexandros Agapitos (GECCO (Companion), 2018)

A black-box discrete optimization benchmarking (BB-DOB) pipeline survey: taxonomy, evaluation, and ranking. - Ales Zamuda; Miguel Nicolau; Christine Zarges (GECCO (Companion), 2018)

Extending Program Synthesis Grammars for Grammar-Guided Genetic Programming. - Stefan Forstenlechner; David Fagan; Miguel Nicolau; Michael O'Neill 001 (PPSN (1), 2018)

Genetic Programming Symbolic Regression: What Is the Prior on the Prediction? - Miguel Nicolau; James McDermott (GPTP, 2019)

Learning Neural Representations for Network Anomaly Detection. - Van Loi Cao; Miguel Nicolau; James McDermott (IEEE Trans. Cybern., 2019)

A Survey of Statistical Machine Learning Elements in Genetic Programming. - Alexandros Agapitos; Róisín Loughran; Miguel Nicolau; Simon M. Lucas; Michael O'Neill 001; Anthony Brabazon (IEEE Trans. Evol. Comput., 2019)

Special issue on highlights of genetic programming 2019 events. - Ting Hu 001; Miguel Nicolau; Lukás Sekanina (Genet. Program. Evolvable Mach., 2020)

Feature extraction by grammatical evolution for one-class time series classification. - Stefano Mauceri; James Sweeney; Miguel Nicolau; James McDermott (Genet. Program. Evolvable Mach., 2021)

Highlights of genetic programming 2020 events. - Miguel Nicolau (Genet. Program. Evolvable Mach., 2021)

Choosing function sets with better generalisation performance for symbolic regression models. - Miguel Nicolau; Alexandros Agapitos (Genet. Program. Evolvable Mach., 2021)

BSGenerator: a Tool to Design Unique Online Examinations using Question Variations. - Miguel Nicolau (IIAI-AAI, 2022)

Dissimilarity-Preserving Representation Learning for One-Class Time Series Classification. - Stefano Mauceri; James Sweeney; Miguel Nicolau; James McDermott (IEEE Trans. Neural Networks Learn. Syst., 2024)