Miguel Nicolau

According to our database1, Miguel Nicolau authored at least 67 papers between 2002 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
A Survey of Statistical Machine Learning Elements in Genetic Programming.
IEEE Trans. Evolutionary Computation, 2019

Learning Neural Representations for Network Anomaly Detection.
IEEE Trans. Cybernetics, 2019

2018
Extending Program Synthesis Grammars for Grammar-Guided Genetic Programming.
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

A black-box discrete optimization benchmarking (BB-DOB) pipeline survey: taxonomy, evaluation, and ranking.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

On the effect of function set to the generalisation of symbolic regression models.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Towards effective semantic operators for program synthesis in genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018

Towards Understanding and Refining the General Program Synthesis Benchmark Suite with Genetic Programming.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

Evolving Behaviour Tree Structures Using Grammatical Evolution.
Proceedings of the Handbook of Grammatical Evolution, 2018

Understanding Grammatical Evolution: Grammar Design.
Proceedings of the Handbook of Grammatical Evolution, 2018

2017
Evolutionary Behavior Tree Approaches for Navigating Platform Games.
IEEE Trans. Comput. Intellig. and AI in Games, 2017

Distilling the salient features of natural systems: Commentary on "On the mapping of genotype to phenotype in evolutionary algorithms" by Whigham, Dick and Maclaurin.
Genetic Programming and Evolvable Machines, 2017

Understanding grammatical evolution: initialisation.
Genetic Programming and Evolvable Machines, 2017

Improving Fitness Functions in Genetic Programming for Classification on Unbalanced Credit Card Datasets.
CoRR, 2017

Late-acceptance hill-climbing with a grammatical program representation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Late-acceptance and step-counting hill-climbing GP for anomaly detection.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

A Grammar Design Pattern for Arbitrary Program Synthesis Problems in Genetic Programming.
Proceedings of the Genetic Programming - 20th European Conference, 2017

Semantics-Based Crossover for Program Synthesis in Genetic Programming.
Proceedings of the Artificial Evolution, 2017

2016
A Hybrid Autoencoder and Density Estimation Model for Anomaly Detection.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

Alternative Fitness Functions in the Development of Models for Prediction of Patient Recruitment in Multicentre Clinical Trials.
Proceedings of the Operations Research Proceedings 2016, Selected Papers of the Annual International Conference of the German Operations Research Society (GOR), Helmut Schmidt University Hamburg, Germany, August 30, 2016

Managing Repetition in Grammar-Based Genetic Programming.
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

Improving Fitness Functions in Genetic Programming for Classification on Unbalanced Credit Card Data.
Proceedings of the Applications of Evolutionary Computation - 19th European Conference, 2016

Grammar Design for Derivation Tree Based Genetic Programming Systems.
Proceedings of the Genetic Programming - 19th European Conference, 2016

One-Class Classification for Anomaly Detection with Kernel Density Estimation and Genetic Programming.
Proceedings of the Genetic Programming - 19th European Conference, 2016

2015
Introducing Semantic-Clustering Selection in Grammatical Evolution.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Guidelines for defining benchmark problems in Genetic Programming.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

Deep evolution of image representations for handwritten digit recognition.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014
Dynamic Index Trading Using a Gene Regulatory Network Model.
Proceedings of the Applications of Evolutionary Computation - 17th European Conference, 2014

Size Does Not Matter: Evolving Parameters for a Cayley Graph Visualiser Using 64 Bits.
Proceedings of the Evolutionary and Biologically Inspired Music, Sound, Art and Design, 2014

Experiments in program synthesis with grammatical evolution: A focus on Integer Sorting.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Wave height quantification using land based seismic data with grammatical evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

An examination of synchronisation in Artificial Gene Regulatory Networks.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2012
Applying Genetic Regulatory Networks to Index Trading.
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

Differential Gene Expression with Tree-Adjunct Grammars.
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

Comparing methods for module identification in grammatical evolution.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Towards adaptive mutation in grammatical evolution.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Evolving Interpolating Models of Net Ecosystem CO2 Exchange Using Grammatical Evolution.
Proceedings of the Genetic Programming - 15th European Conference, 2012

Grammar Bias and Initialisation in Grammar Based Genetic Programming.
Proceedings of the Genetic Programming - 15th European Conference, 2012

Evolving levels for Super Mario Bros using grammatical evolution.
Proceedings of the 2012 IEEE Conference on Computational Intelligence and Games, 2012

Termination in Grammatical Evolution: grammar design, wrapping, and tails.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Evolving Personalized Content for Super Mario Bros Using Grammatical Evolution.
Proceedings of the Eighth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2012

2011
A non-destructive grammar modification approach to modularity in grammatical evolution.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Dynamic environments can speed up evolution with genetic programming.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Dynamic ant: introducing a new benchmark for genetic programming in dynamic environments.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Evolving Behaviour Trees for the Mario AI Competition Using Grammatical Evolution.
Proceedings of the Applications of Evolutionary Computation, 2011

Using Grammatical Evolution to Parameterise Interactive 3D Image Generation.
Proceedings of the Applications of Evolutionary Computation, 2011

Exploring Grammatical Modification with Modules in Grammatical Evolution.
Proceedings of the Genetic Programming - 14th European Conference, 2011

Investigation of the Performance of Different Mapping Orders for GE on the Max Problem.
Proceedings of the Genetic Programming - 14th European Conference, 2011

Reactiveness and navigation in computer games: Different needs, different approaches.
Proceedings of the 2011 IEEE Conference on Computational Intelligence and Games, 2011

2010
Evolving Genes to Balance a Pole.
Proceedings of the Genetic Programming, 13th European Conference, 2010

Investigating mapping order in piGE.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
On the evolution of scale-free topologies with a gene regulatory network model.
Biosyst., 2009

Evolving specific network statistical properties using a gene regulatory network model.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Application of a simple binary genetic algorithm to a noiseless testbed benchmark.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Validation of a Morphogenesis Model of Drosophila Early Development by a Multi-objective Evolutionary Optimization Algorithm.
Proceedings of the Evolutionary Computation, 2009

2008
Evolving scale-free topologies using a Gene Regulatory Network model.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2006
Solving Sudoku with the GAuGE System.
Proceedings of the Genetic Programming, 9th European Conference, 2006

Genetic Operators and Sequencing in the GAuGE System.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

Introducing Grammar Based Extensions for Grammatical Evolution.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005
Zero Is ot a Four Letter Word: Studies in the Evolution of Language.
Proceedings of the Genetic Programming, 8th European Conference, 2005

2004
pi-Grammatical Evolution.
Proceedings of the Genetic and Evolutionary Computation, 2004

Crossover, Population Dynamics, and Convergence in the GAuGE System.
Proceedings of the Genetic and Evolutionary Computation, 2004

Efficient Crossover in the GAuGE System.
Proceedings of the Genetic Programming, 7th European Conference, 2004

2003
On the Avoidance of Fruitless Wraps in Grammatical Evolution.
Proceedings of the Genetic and Evolutionary Computation, 2003

How Functional Dependency Adapts to Salience Hierarchy in the GAuGE System.
Proceedings of the Genetic Programming, 6th European Conference, EuroGP 2003, 2003

Functional Dependency and Degeneracy: Detailed Analysis of the GAuGE System.
Proceedings of the Artificial Evolution, 2003

2002
LINKGAUGE: Tackling Hard Deceptive Problems With A New Linkage Learning Genetic Algorithm.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

Genetic Algorithms Using Grammatical Evolution.
Proceedings of the Genetic Programming, 5th European Conference, 2002


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