James McDermott

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 38

Top Topics

Density Estimation

Genetic Programming

Anomaly Detection

Top Venues

GECCO (Companion)

Publications

Roisin Luo, James McDermott, Colm O'Riordan
Interpreting Global Perturbation Robustness of Image Models using Axiomatic Spectral Importance Decomposition. Trans. Mach. Learn. Res. 2024 (2024)
Abdul Shahid, Danny Diamond, James McDermott
Patterns2KG: JAMS Pipeline for Modeling Music Patterns. SWODCH (2023)
Abdul Shahid, Danny Diamond, James McDermott, Mathieu d'Aquin
Ensemble Machine Learning Models for Root Note Detection in Irish Instrumental Dance Music. AICS (2023)
Fitria Wulandari Ramlan, James McDermott
Genetic Programming with Synthetic Data for Interpretable Regression Modelling and Limited Data. LOD (1) (2023)
Maziar Kanani, Seán O'Leary, James McDermott
Graph-Based Mutations for Music Generation. GECCO Companion (2023)
Mohd Ismail Lakhani, James McDermott, Frank G. Glavin, Sai Priya Nagarajan
Facial Expression Recognition of Animated Characters using Deep Learning. IJCNN (2022)
Amrutha Ramanathan, James McDermott
Fall detection with accelerometer data using Residual Networks adapted to multi-variate time series classification. IJCNN (2021)
Stefano Mauceri, James Sweeney, Miguel Nicolau, James McDermott
Feature extraction by grammatical evolution for one-class time series classification. Genet. Program. Evolvable Mach. 22 (3) (2021)
James McDermott
When and Why Metaheuristics Researchers can Ignore "No Free Lunch" Theorems. SN Comput. Sci. 1 (1) (2020)
Jake Grogan, Connor Mulready, James McDermott, Martynas Urbanavicius, Murat Yilmaz, Yalemisew M. Abgaz, Andrew McCarren, Silvana Togneri MacMahon, Vahid Garousi, Peter Elger, Paul M. Clarke
A Multivocal Literature Review of Function-as-a-Service (FaaS) Infrastructures and Implications for Software Developers. EuroSPI (2020)
David Lynch, James McDermott, Michael O'Neill
Program Synthesis in a Continuous Space Using Grammars and Variational Autoencoders. PPSN (2) (2020)
Stefano Mauceri, James Sweeney, James McDermott
Dissimilarity-based representations for one-class classification on time series. Pattern Recognit. 100 (2020)
Van Loi Cao, Miguel Nicolau, James McDermott
Learning Neural Representations for Network Anomaly Detection. IEEE Trans. Cybern. 49 (8) (2019)
Miguel Nicolau, James McDermott
Genetic Programming Symbolic Regression: What Is the Prior on the Prediction? GPTP (2019)
Eoghan Keany, James McDermott
Investigating Company Logo Memorability with Convolutional Neural Embedding Models. AICS (2019)
James McDermott
Why Is Auto-Encoding Difficult for Genetic Programming? EuroGP (2019)
James McDermott
When and Why Metaheuristics Researchers Can Ignore "No Free Lunch" Theorems. CoRR (2019)
James McDermott, Alberto Moraglio
Program Trace Optimization with Constructive Heuristics for Combinatorial Problems. EvoCOP (2019)
William Rogers, Paula Carroll, James McDermott
A genetic algorithm approach to the smart grid tariff design problem. Soft Comput. 23 (4) (2019)
Alberto Moraglio, James McDermott
Program Trace Optimization. PPSN (2) (2018)
Van Loi Cao, Nhien-An Le-Khac, Miguel Nicolau, Michael O'Neill, James McDermott
Improving Fitness Functions in Genetic Programming for Classification on Unbalanced Credit Card Datasets. CoRR (2017)
Michael Fenton, James McDermott, David Fagan, Stefan Forstenlechner, Erik Hemberg, Michael O'Neill
PonyGE2: grammatical evolution in Python. GECCO (Companion) (2017)
Stefano Mauceri, Louis Smith, James Sweeney, James McDermott
Subject Recognition Using Wrist-Worn Triaxial Accelerometer Data. MOD (2017)
Van Loi Cao, Miguel Nicolau, James McDermott
Late-acceptance and step-counting hill-climbing GP for anomaly detection. GECCO (Companion) (2017)
Loïc Bontemps, Van Loi Cao, James McDermott, Nhien-An Le-Khac
Collective Anomaly Detection based on Long Short Term Memory Recurrent Neural Network. CoRR (2017)
Michael Fenton, James McDermott, David Fagan, Stefan Forstenlechner, Michael O'Neill, Erik Hemberg
PonyGE2: Grammatical Evolution in Python. CoRR (2017)
James McDermott, Miguel Nicolau
Late-acceptance hill-climbing with a grammatical program representation. GECCO (Companion) (2017)
Quang Uy Nguyen, Tuan Anh Pham, Xuan Hoai Nguyen, James McDermott
Subtree semantic geometric crossover for genetic programming. Genet. Program. Evolvable Mach. 17 (1) (2016)
Van Loi Cao, Miguel Nicolau, James McDermott
A Hybrid Autoencoder and Density Estimation Model for Anomaly Detection. PPSN (2016)
James McDermott, Richard S. Forsyth
Diagnosing a disorder in a classification benchmark. Pattern Recognit. Lett. 73 (2016)
Van Loi Cao, Miguel Nicolau, James McDermott
One-Class Classification for Anomaly Detection with Kernel Density Estimation and Genetic Programming. EuroGP (2016)
Van Loi Cao, Nhien-An Le-Khac, Michael O'Neill, Miguel Nicolau, James McDermott
Improving Fitness Functions in Genetic Programming for Classification on Unbalanced Credit Card Data. EvoApplications (1) (2016)
Michael Fenton, Ciaran McNally, Jonathan Byrne, Erik Hemberg, James McDermott, Michael O'Neill
Discrete Planar Truss Optimization by Node Position Variation Using Grammatical Evolution. IEEE Trans. Evol. Comput. 20 (4) (2016)
Róisín Loughran, James McDermott, Michael O'Neill
Grammatical Music Composition with Dissimilarity Driven Hill Climbing. EvoMUSART (2016)
Loïc Bontemps, Van Loi Cao, James McDermott, Nhien-An Le-Khac
Collective Anomaly Detection Based on Long Short-Term Memory Recurrent Neural Networks. FDSE (2016)
Róisín Loughran, James McDermott, Michael O'Neill
Tonality driven piano compositions with Grammatical Evolution. CEC (2015)
Edgar Galván López, Tom Curran, James McDermott, Paula Carroll
Design of an autonomous intelligent Demand-Side Management system using stochastic optimisation evolutionary algorithms. Neurocomputing 170 (2015)
Jonathan Byrne, Michael Fenton, Erik Hemberg, James McDermott, Michael O'Neill
Optimising complex pylon structures with grammatical evolution. Inf. Sci. 316 (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)
James McDermott
Measuring Mutation Operators' Exploration-Exploitation Behaviour and Long-Term Biases. EuroGP (2014)
James McDermott, Paula Carroll
Program Optimisation with Dependency Injection. EuroGP (2013)
James McDermott
Graph grammars for evolutionary 3D design. Genet. Program. Evolvable Mach. 14 (3) (2013)
David Robert White, James McDermott, Mauro Castelli, Luca Manzoni, Brian W. Goldman, Gabriel Kronberger, Wojciech Jaskowski, Una-May O'Reilly, Sean Luke
Better GP benchmarks: community survey results and proposals. Genet. Program. Evolvable Mach. 14 (1) (2013)
Edgar Galván López, Leonardo Trujillo, James McDermott, Ahmed Kattan
Locality in Continuous Fitness-Valued Cases and Genetic Programming Difficulty. EVOLVE (2012)
Dylan Sherry, Kalyan Veeramachaneni, James McDermott, Una-May O'Reilly
Flex-GP: Genetic Programming on the Cloud. EvoApplications (2012)
Róisín Loughran, Jacqueline Walker, Michael O'Neill, James McDermott
Genetic Programming for Musical Sound Analysis. EvoMUSART (2012)
Pedro Fazenda, James McDermott, Una-May O'Reilly
A Library to Run Evolutionary Algorithms in the Cloud Using MapReduce. EvoApplications (2012)
James McDermott, David Robert White, Sean Luke, Luca Manzoni, Mauro Castelli, Leonardo Vanneschi, Wojciech Jaskowski, Krzysztof Krawiec, Robin Harper, Kenneth A. De Jong, Una-May O'Reilly
Genetic programming needs better benchmarks. GECCO (2012)
James McDermott
Graph Grammars as a Representation for Interactive Evolutionary 3D Design. EvoMUSART (2012)
Erik Hemberg, Kalyan Veeramachaneni, James McDermott, Constantin Berzan, Una-May O'Reilly
An investigation of local patterns for estimation of distribution genetic programming. GECCO (2012)
James McDermott, Una-May O'Reilly, Leonardo Vanneschi, Kalyan Veeramachaneni
How Far Is It from Here to There? A Distance That Is Coherent with GP Operators. EuroGP (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)
Jonathan Byrne, Michael Fenton, Erik Hemberg, James McDermott, Michael O'Neill, Elizabeth Shotton, Ciaran McNally
Combining Structural Analysis and Multi-Objective Criteria for Evolutionary Architectural Design. EvoApplications (2) (2011)
James McDermott, Una-May O'Reilly
An executable graph representation for evolutionary generative music. GECCO (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)
James McDermott, Michael O'Neill, Anthony Brabazon
Interactive interpolating crossover in grammatical evolution. IEEE Congress on Evolutionary Computation (2010)
James McDermott, Michael O'Neill, Niall J. L. Griffith
Interactive EC Control of Synthesized Timbre. Evol. Comput. 18 (2) (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)
Jonathan Byrne, James McDermott, Edgar Galván López, Michael O'Neill
Implementing an intuitive mutation operator for interactive evolutionary 3D design. IEEE Congress on Evolutionary Computation (2010)
Jonathan Byrne, Michael O'Neill, James McDermott, Anthony Brabazon
An Analysis of the Behaviour of Mutation in Grammatical Evolution. EuroGP (2010)
Jianhua Shao, James McDermott, Michael O'Neill, Anthony Brabazon
Jive: A Generative, Interactive, Virtual, Evolutionary Music System. EvoApplications (2) (2010)
James McDermott, Edgar Galván López, Michael O'Neill
A Fine-Grained View of GP Locality with Binary Decision Diagrams as Ant Phenotypes. PPSN (1) (2010)
John Reddin, James McDermott, Michael O'Neill
Elevated Pitch: Automated Grammatical Evolution of Short Compositions. EvoWorkshops (2009)
Michael O'Neill, John Mark Swafford, James McDermott, Jonathan Byrne, Anthony Brabazon, Elizabeth Shotton, Ciaran McNally, Martin Hemberg
Shape grammars and grammatical evolution for evolutionary design. GECCO (2009)
James McDermott, Niall J. L. Griffith, Michael O'Neill
New-Generation Methods in an Interpolating EC Synthesizer Interface. EvoWorkshops (2008)
James McDermott, Niall Griffith, Michael O'Neill
Evolutionary Computation Applied to Sound Synthesis. The Art of Artificial Evolution (2008)
James McDermott, Niall J. L. Griffith, Michael O'Neill
Evolutionary GUIs for Sound Synthesis. EvoWorkshops (2007)
James McDermott, Niall J. L. Griffith, Michael O'Neill
Timbral, Perceptual, And Statistical Attributes for Synthesized Sound. ICMC (2006)
James McDermott, Niall J. L. Griffith, Michael O'Neill
Toward User-Directed Evolution of Sound Synthesis Parameters. EvoWorkshops (2005)