James McDermott

Proceedings of the International Workshop on Semantic Web and Ontology Design for Cultural Heritage co-located with the International Semantic Web Conference 2023 (ISWC 2023), 2023

Genetic Programming with Synthetic Data for Interpretable Regression Modelling and Limited Data.

[BibT_eX]

[DOI]

Fitria Wulandari Ramlan

Proceedings of the Machine Learning, Optimization, and Data Science, 2023

Graph-Based Mutations for Music Generation.

[BibT_eX]

[DOI]

Maziar Kanani

Seán O'Leary

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Ensemble Machine Learning Models for Root Note Detection in Irish Instrumental Dance Music.

[BibT_eX]

[DOI]

Proceedings of the 31st Irish Conference on Artificial Intelligence and Cognitive Science, 2023

2022

Facial Expression Recognition of Animated Characters using Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

2021

Feature extraction by grammatical evolution for one-class time series classification.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2021

Fall detection with accelerometer data using Residual Networks adapted to multi-variate time series classification.

[BibT_eX]

[DOI]

Amrutha Ramanathan

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

When and Why Metaheuristics Researchers can Ignore "No Free Lunch" Theorems.

[BibT_eX]

[DOI]

SN Comput. Sci., 2020

Dissimilarity-based representations for one-class classification on time series.

[BibT_eX]

[DOI]

Stefano Mauceri

James Sweeney

Pattern Recognit., 2020

Program Synthesis in a Continuous Space Using Grammars and Variational Autoencoders.

[BibT_eX]

[DOI]

David Lynch

Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020

A Multivocal Literature Review of Function-as-a-Service (FaaS) Infrastructures and Implications for Software Developers.

[BibT_eX]

[DOI]

Jake Grogan

Connor Mulready

Martynas Urbanavicius

Murat Yilmaz

Yalemisew M. Abgaz

Andrew McCarren

Silvana Togneri MacMahon

Vahid Garousi

Peter Elger

Paul M. Clarke

Proceedings of the Systems, Software and Services Process Improvement, 2020

2019

Learning Neural Representations for Network Anomaly Detection.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2019

A genetic algorithm approach to the smart grid tariff design problem.

[BibT_eX]

[DOI]

William Rogers

Paula Carroll

Soft Comput., 2019

Genetic Programming Symbolic Regression: What Is the Prior on the Prediction?

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming Theory and Practice XVII [GPTP 2019, 2019

Program Trace Optimization with Constructive Heuristics for Combinatorial Problems.

[BibT_eX]

[DOI]

Alberto Moraglio

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2019

Why Is Auto-Encoding Difficult for Genetic Programming?

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 22nd European Conference, 2019

Investigating Company Logo Memorability with Convolutional Neural Embedding Models.

[BibT_eX]

[DOI]

Eoghan Keany

Proceedings of the Proceedings for the 27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science, 2019

2018

Program Trace Optimization.

[BibT_eX]

[DOI]

Alberto Moraglio

Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

Geometric Semantic Grammatical Evolution.

[BibT_eX]

[DOI]

Alberto Moraglio

Proceedings of the Handbook of Grammatical Evolution, 2018

2017

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

[BibT_eX]

[DOI]

CoRR, 2017

Collective Anomaly Detection based on Long Short Term Memory Recurrent Neural Network.

[BibT_eX]

[DOI]

CoRR, 2017

Subject Recognition Using Wrist-Worn Triaxial Accelerometer Data.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, Optimization, and Big Data, 2017

Late-acceptance hill-climbing with a grammatical program representation.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

PonyGE2: grammatical evolution in Python.

[BibT_eX]

[DOI]

Michael Fenton

David Fagan

Stefan Forstenlechner

Erik Hemberg

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Late-acceptance and step-counting hill-climbing GP for anomaly detection.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

2016

Discrete Planar Truss Optimization by Node Position Variation Using Grammatical Evolution.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2016

Diagnosing a disorder in a classification benchmark.

[BibT_eX]

[DOI]

Richard S. Forsyth

Pattern Recognit. Lett., 2016

Subtree semantic geometric crossover for genetic programming.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2016

A Hybrid Autoencoder and Density Estimation Model for Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

Collective Anomaly Detection Based on Long Short-Term Memory Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Future Data and Security Engineering - Third International Conference, 2016

Grammatical Music Composition with Dissimilarity Driven Hill Climbing.

[BibT_eX]

[DOI]

Róisín Loughran

Proceedings of the Evolutionary and Biologically Inspired Music, Sound, Art and Design, 2016

Improving Fitness Functions in Genetic Programming for Classification on Unbalanced Credit Card Data.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation - 19th European Conference, 2016

One-Class Classification for Anomaly Detection with Kernel Density Estimation and Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 19th European Conference, 2016

2015

Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the Springer Handbook of Computational Intelligence, 2015

Optimising complex pylon structures with grammatical evolution.

[BibT_eX]

[DOI]

Inf. Sci., 2015

Design of an autonomous intelligent Demand-Side Management system using stochastic optimisation evolutionary algorithms.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Tonality driven piano compositions with Grammatical Evolution.

[BibT_eX]

[DOI]

Róisín Loughran

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014

Geometric Semantic Genetic Programming for Financial Data.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation - 17th European Conference, 2014

Measuring Mutation Operators' Exploration-Exploitation Behaviour and Long-Term Biases.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 17th European Conference, 2014

Higher Order Functions for Kernel Regression.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 17th European Conference, 2014

2013

Better GP benchmarks: community survey results and proposals.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2013

Graph grammars for evolutionary 3D design.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2013

Program Optimisation with Dependency Injection.

[BibT_eX]

[DOI]

Paula Carroll

Proceedings of the Genetic Programming - 16th European Conference, 2013

Evolutionary and Generative Music Informs Music HCI - And <i>Vice Versa</i>.

[BibT_eX]

[DOI]

Dylan Sherry

Proceedings of the Music and Human-Computer Interaction., 2013

Should Music Interaction Be Easy?

[BibT_eX]

[DOI]

Proceedings of the Music and Human-Computer Interaction., 2013

2012

Genetic programming needs better benchmarks.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

An investigation of local patterns for estimation of distribution genetic programming.

[BibT_eX]

[DOI]

Erik Hemberg

Kalyan Veeramachaneni

Constantin Berzan

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Locality in Continuous Fitness-Valued Cases and Genetic Programming Difficulty.

[BibT_eX]

[DOI]

Proceedings of the EVOLVE, 2012

Flex-GP: Genetic Programming on the Cloud.

[BibT_eX]

[DOI]

Dylan Sherry

Kalyan Veeramachaneni

Proceedings of the Applications of Evolutionary Computation, 2012

Graph Grammars as a Representation for Interactive Evolutionary 3D Design.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary and Biologically Inspired Music, Sound, Art and Design, 2012

Genetic Programming for Musical Sound Analysis.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary and Biologically Inspired Music, Sound, Art and Design, 2012

A Library to Run Evolutionary Algorithms in the Cloud Using MapReduce.

[BibT_eX]

[DOI]

Pedro Fazenda

Proceedings of the Applications of Evolutionary Computation, 2012

2011

Defining locality as a problem difficulty measure in genetic programming.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2011

An executable graph representation for evolutionary generative music.

[BibT_eX]

[DOI]

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Combining Structural Analysis and Multi-Objective Criteria for Evolutionary Architectural Design.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation, 2011

How Far Is It from Here to There? A Distance That Is Coherent with GP Operators.

[BibT_eX]

[DOI]

Leonardo Vanneschi

Kalyan Veeramachaneni

Proceedings of the Genetic Programming - 14th European Conference, 2011

2010

Interactive EC Control of Synthesized Timbre.

[BibT_eX]

[DOI]

Evol. Comput., 2010

A Fine-Grained View of GP Locality with Binary Decision Diagrams as Ant Phenotypes.

[BibT_eX]

[DOI]

Edgar Galván López

Proceedings of the Parallel Problem Solving from Nature, 2010

Towards an understanding of locality in genetic programming.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Jive: A Generative, Interactive, Virtual, Evolutionary Music System.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation, 2010

An Analysis of the Behaviour of Mutation in Grammatical Evolution.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming, 13th European Conference, 2010

Interactive interpolating crossover in grammatical evolution.

[BibT_eX]

[DOI]

Anthony Brabazon

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Higher-order functions in aesthetic EC encodings.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Defining locality in genetic programming to predict performance.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Implementing an intuitive mutation operator for interactive evolutionary 3D design.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009

Shape grammars and grammatical evolution for evolutionary design.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Elevated Pitch: Automated Grammatical Evolution of Short Compositions.

[BibT_eX]

[DOI]

John Reddin

Proceedings of the Applications of Evolutionary Computing, 2009

2008

Evolutionary Computation Applied to Sound Synthesis.

[BibT_eX]

[DOI]

Niall Griffith

Proceedings of the Art of Artificial Evolution: A Handbook on Evolutionary Art and Music, 2008

New-Generation Methods in an Interpolating EC Synthesizer Interface.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computing, 2008

2007

Evolutionary GUIs for Sound Synthesis.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutinary Computing, 2007

2006

Timbral, Perceptual, And Statistical Attributes for Synthesized Sound.

[BibT_eX]

[DOI]

Proceedings of the 2006 International Computer Music Conference, 2006

2005

Toward User-Directed Evolution of Sound Synthesis Parameters.

[BibT_eX]

[DOI]