James McDermott

100 papers A 7B 22C 5Journal 29Unranked 33

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Can Synthetic Data Improve Symbolic Regression Extrapolation Performance? GECCO Companion Fitria Wulandari Ramlan, Colm O'Riordan, Gabriel Kronberger, James McDermott
2025	J	`jnl`	Can Synthetic Data Improve Symbolic Regression Extrapolation Performance? CoRR Fitria Wulandari Ramlan, Colm O'Riordan, Gabriel Kronberger, James McDermott
2025	—	`conf`	Comparative Analysis of Model Selection Criteria for Symbolic Regression Using Genetic Programming. IJCCI (2) Fitria Wulandari Ramlan, Gabriel Kronberger, Colm O'Riordan, James McDermott
2025	—	`conf`	Evolving to Extinction: a Case Study in Heuristic Search Dynamics. GECCO Companion James McDermott, Kostadin Dimanov Georgiev, Miguel Nicolau
2025	—	`conf`	Geometric Particle Swarm Optimization in Program Trace Optimization. EvoApplications (2) Alberto Moraglio, James McDermott
2025	J	`jnl`	Grammatical Structure and Grammatical Variations in Non-Metric Iranian Classical Music. CoRR Maziar Kanani, Seán O'Leary, James McDermott
2025	J	`jnl`	Optimization-Induced Dynamics of Lipschitz Continuity in Neural Networks. CoRR Róisín Luo, James McDermott, Christian Gagné, Qiang Sun, Colm O'Riordan
2025	J	`jnl`	Parsing Musical Structure to Enable Meaningful Variations. CoRR Maziar Kanani, Seán O'Leary, James McDermott
2025	J	`jnl`	Radif Corpus: A Symbolic Dataset for Non-Metric Iranian Classical Music. CoRR Maziar Kanani, Seán O'Leary, James McDermott
2025	—	`conf`	Radif Corpus: Symbolic Dataset for Non-metric Iranian Classical Music. ISMIR Maziar Kanani, Seán O'Leary, James McDermott
2025	J	`jnl`	Sampling Matters in Explanations: Towards Trustworthy Attribution Analysis Building Block in Visual Models through Maximizing Explanation Certainty. CoRR Róisín Luo, James McDermott, Colm O'Riordan
2025	—	`conf`	Symbolic Regression for Modelling Decarbonisation Pathways in the Global Energy-Economy-Climate System. GECCO Companion James McDermott, James Glynn, Iain Morrow, Evangelos Panos
2024	J	`jnl`	Dissimilarity-Preserving Representation Learning for One-Class Time Series Classification. IEEE Trans. Neural Networks Learn. Syst. Stefano Mauceri, James Sweeney, Miguel Nicolau, James McDermott
2024	—	`conf`	Grammatical Structure and Grammatical Variations in Non-Metric Iranian Classical Music. AIMC Maziar Kanani, Seán O'Leary, James McDermott
2024	J	`jnl`	Interpreting Global Perturbation Robustness of Image Models using Axiomatic Spectral Importance Decomposition. CoRR Róisín Luo, James McDermott, Colm O'Riordan
2024	J	`jnl`	Interpreting Global Perturbation Robustness of Image Models using Axiomatic Spectral Importance Decomposition. Trans. Mach. Learn. Res. Róisín Luo, James McDermott, Colm O'Riordan
2024	A	`conf`	Reclaiming Residual Knowledge: A Novel Paradigm to Low-Bit Quantization. BMVC Róisín Luo, Alexandru Drimbarean, James McDermott, Colm O'Riordan
2024	J	`jnl`	Reclaiming Residual Knowledge: A Novel Paradigm to Low-Bit Quantization. CoRR Róisín Luo, Alexandru Drimbarean, James McDermott, Colm O'Riordan
2024	J	`jnl`	Text Conditioned Symbolic Drumbeat Generation using Latent Diffusion Models. CoRR Pushkar Jajoria, James McDermott
2023	—	`conf`	A Novel Local Alignment-Based Approach to Motif Extraction in Polyphonic Music. CMMR Tiange Zhu, Danny Diamond, James McDermott, Raphaël Fournier-S'niehotta, Mathieu d'Aquin, Philippe Rigaux
2023	—	`conf`	Ensemble Machine Learning Models for Root Note Detection in Irish Instrumental Dance Music. AICS Abdul Shahid, Danny Diamond, James McDermott, Mathieu d'Aquin
2023	—	`conf`	Genetic Programming with Synthetic Data for Interpretable Regression Modelling and Limited Data. LOD (1) Fitria Wulandari Ramlan, James McDermott
2023	—	`conf`	Graph-Based Mutations for Music Generation. GECCO Companion Maziar Kanani, Seán O'Leary, James McDermott
2023	—	`conf`	Parsing Musical Structureto Enable Meaningful Variations. AIMC Maziar Kanani, Seán O'Leary, James McDermott
2023	—	`conf`	Patterns2KG: JAMS Pipeline for Modeling Music Patterns. SWODCH Abdul Shahid, Danny Diamond, James McDermott
2022	B	`conf`	Facial Expression Recognition of Animated Characters using Deep Learning. IJCNN Mohd Ismail Lakhani, James McDermott, Frank G. Glavin, Sai Priya Nagarajan
2021	B	`conf`	Fall detection with accelerometer data using Residual Networks adapted to multi-variate time series classification. IJCNN Amrutha Ramanathan, James McDermott
2021	J	`jnl`	Feature extraction by grammatical evolution for one-class time series classification. Genet. Program. Evolvable Mach. Stefano Mauceri, James Sweeney, Miguel Nicolau, James McDermott
2020	B	`conf`	A Multivocal Literature Review of Function-as-a-Service (FaaS) Infrastructures and Implications for Software Developers. EuroSPI 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
2020	J	`jnl`	Dissimilarity-based representations for one-class classification on time series. Pattern Recognit. Stefano Mauceri, James Sweeney, James McDermott
2020	—	`conf`	Program Synthesis in a Continuous Space Using Grammars and Variational Autoencoders. PPSN (2) David Lynch, James McDermott, Michael O'Neill
2020	J	`jnl`	When and Why Metaheuristics Researchers can Ignore "No Free Lunch" Theorems. SN Comput. Sci. James McDermott
2019	J	`jnl`	A genetic algorithm approach to the smart grid tariff design problem. Soft Comput. William Rogers, Paula Carroll, James McDermott
2019	—	`conf`	Genetic Programming Symbolic Regression: What Is the Prior on the Prediction? GPTP Miguel Nicolau, James McDermott
2019	—	`conf`	Investigating Company Logo Memorability with Convolutional Neural Embedding Models. AICS Eoghan Keany, James McDermott
2019	J	`jnl`	Learning Neural Representations for Network Anomaly Detection. IEEE Trans. Cybern. Van Loi Cao, Miguel Nicolau, James McDermott
2019	B	`conf`	Program Trace Optimization with Constructive Heuristics for Combinatorial Problems. EvoCOP James McDermott, Alberto Moraglio
2019	J	`jnl`	When and Why Metaheuristics Researchers Can Ignore "No Free Lunch" Theorems. CoRR James McDermott
2019	B	`conf`	Why Is Auto-Encoding Difficult for Genetic Programming? EuroGP James McDermott
2018	—	`ch.`	Geometric Semantic Grammatical Evolution. Handbook of Grammatical Evolution Alberto Moraglio, James McDermott, Michael O'Neill
2018	—	`conf`	Program Trace Optimization. PPSN (2) Alberto Moraglio, James McDermott
2017	J	`jnl`	Collective Anomaly Detection based on Long Short Term Memory Recurrent Neural Network. CoRR Loïc Bontemps, Van Loi Cao, James McDermott, Nhien-An Le-Khac
2017	B	`ed.`	Genetic Programming - 20th European Conference, EuroGP 2017, Amsterdam, The Netherlands, April 19-21, 2017, Proceedings EuroGP James McDermott, Mauro Castelli, Lukás Sekanina, Evert Haasdijk, Pablo García-Sánchez
2017	J	`jnl`	Improving Fitness Functions in Genetic Programming for Classification on Unbalanced Credit Card Datasets. CoRR Van Loi Cao, Nhien-An Le-Khac, Miguel Nicolau, Michael O'Neill, James McDermott
2017	—	`conf`	Late-acceptance and step-counting hill-climbing GP for anomaly detection. GECCO (Companion) Van Loi Cao, Miguel Nicolau, James McDermott
2017	—	`conf`	Late-acceptance hill-climbing with a grammatical program representation. GECCO (Companion) James McDermott, Miguel Nicolau
2017	J	`jnl`	PonyGE2: Grammatical Evolution in Python. CoRR Michael Fenton, James McDermott, David Fagan, Stefan Forstenlechner, Michael O'Neill, Erik Hemberg
2017	—	`conf`	PonyGE2: grammatical evolution in Python. GECCO (Companion) Michael Fenton, James McDermott, David Fagan, Stefan Forstenlechner, Erik Hemberg, Michael O'Neill
2017	—	`conf`	Subject Recognition Using Wrist-Worn Triaxial Accelerometer Data. MOD Stefano Mauceri, Louis Smith, James Sweeney, James McDermott
2016	A	`conf`	A Hybrid Autoencoder and Density Estimation Model for Anomaly Detection. PPSN Van Loi Cao, Miguel Nicolau, James McDermott
2016	—	`conf`	Collective Anomaly Detection Based on Long Short-Term Memory Recurrent Neural Networks. FDSE Loïc Bontemps, Van Loi Cao, James McDermott, Nhien-An Le-Khac
2016	J	`jnl`	Diagnosing a disorder in a classification benchmark. Pattern Recognit. Lett. James McDermott, Richard S. Forsyth
2016	J	`jnl`	Discrete Planar Truss Optimization by Node Position Variation Using Grammatical Evolution. IEEE Trans. Evol. Comput. Michael Fenton, Ciaran McNally, Jonathan Byrne, Erik Hemberg, James McDermott, Michael O'Neill
2016	B	`ed.`	Genetic Programming - 19th European Conference, EuroGP 2016, Porto, Portugal, March 30 - April 1, 2016, Proceedings EuroGP Malcolm I. Heywood, James McDermott, Mauro Castelli, Ernesto Costa, Kevin Sim
2016	C	`conf`	Grammatical Music Composition with Dissimilarity Driven Hill Climbing. EvoMUSART Róisín Loughran, James McDermott, Michael O'Neill
2016	—	`conf`	Improving Fitness Functions in Genetic Programming for Classification on Unbalanced Credit Card Data. EvoApplications (1) Van Loi Cao, Nhien-An Le-Khac, Michael O'Neill, Miguel Nicolau, James McDermott
2016	B	`conf`	One-Class Classification for Anomaly Detection with Kernel Density Estimation and Genetic Programming. EuroGP Van Loi Cao, Miguel Nicolau, James McDermott
2016	J	`jnl`	Subtree semantic geometric crossover for genetic programming. Genet. Program. Evolvable Mach. Quang Uy Nguyen, Tuan Anh Pham, Xuan Hoai Nguyen, James McDermott
2015	J	`jnl`	Design of an autonomous intelligent Demand-Side Management system using stochastic optimisation evolutionary algorithms. Neurocomputing Edgar Galván López, Tom Curran, James McDermott, Paula Carroll
2015	B	`ed.`	Genetic Programming - 18th European Conference, EuroGP 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings EuroGP Penousal Machado, Malcolm I. Heywood, James McDermott, Mauro Castelli, Pablo García-Sánchez, Paolo Burelli, Sebastian Risi, Kevin Sim
2015	—	`ch.`	Genetic Programming. Handbook of Computational Intelligence James McDermott, Una-May O'Reilly
2015	J	`jnl`	Optimising complex pylon structures with grammatical evolution. Inf. Sci. Jonathan Byrne, Michael Fenton, Erik Hemberg, James McDermott, Michael O'Neill
2015	B	`conf`	Tonality driven piano compositions with Grammatical Evolution. CEC Róisín Loughran, James McDermott, Michael O'Neill
2014	C	`ed.`	Evolutionary and Biologically Inspired Music, Sound, Art and Design - Third European Conference, EvoMUSART 2014, Granada, Spain, April 23-25, 2014, Revised Selected Papers EvoMUSART Juan Romero, James McDermott, João Correia
2014	B	`conf`	Geometric Semantic Genetic Programming for Financial Data. EvoApplications James McDermott, Alexandros Agapitos, Anthony Brabazon, Michael O'Neill
2014	B	`conf`	Higher Order Functions for Kernel Regression. EuroGP Alexandros Agapitos, James McDermott, Michael O'Neill, Ahmed Kattan, Anthony Brabazon
2014	B	`conf`	Measuring Mutation Operators' Exploration-Exploitation Behaviour and Long-Term Biases. EuroGP James McDermott
2013	J	`jnl`	Better GP benchmarks: community survey results and proposals. Genet. Program. Evolvable Mach. David Robert White, James McDermott, Mauro Castelli, Luca Manzoni, Brian W. Goldman, Gabriel Kronberger, Wojciech Jaskowski, Una-May O'Reilly, Sean Luke
2013	C	`ed.`	Evolutionary and Biologically Inspired Music, Sound, Art and Design - Second International Conference, EvoMUSART 2013, Vienna, Austria, April 3-5, 2013. Proceedings EvoMUSART Penousal Machado, James McDermott, Adrián Carballal
2013	—	`ch.`	Evolutionary and Generative Music Informs Music HCI - And Music and Human-Computer Interaction James McDermott, Dylan Sherry, Una-May O'Reilly
2013	J	`jnl`	Graph grammars for evolutionary 3D design. Genet. Program. Evolvable Mach. James McDermott
2013	B	`conf`	Program Optimisation with Dependency Injection. EuroGP James McDermott, Paula Carroll
2013	—	`ch.`	Should Music Interaction Be Easy? Music and Human-Computer Interaction James McDermott, Toby Gifford, Anders Bouwer, Mark Wagy
2012	B	`conf`	A Library to Run Evolutionary Algorithms in the Cloud Using MapReduce. EvoApplications Pedro Fazenda, James McDermott, Una-May O'Reilly
2012	A	`conf`	An investigation of local patterns for estimation of distribution genetic programming. GECCO Erik Hemberg, Kalyan Veeramachaneni, James McDermott, Constantin Berzan, Una-May O'Reilly
2012	B	`conf`	Flex-GP: Genetic Programming on the Cloud. EvoApplications Dylan Sherry, Kalyan Veeramachaneni, James McDermott, Una-May O'Reilly
2012	C	`conf`	Genetic Programming for Musical Sound Analysis. EvoMUSART Róisín Loughran, Jacqueline Walker, Michael O'Neill, James McDermott
2012	A	`conf`	Genetic programming needs better benchmarks. GECCO 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
2012	C	`conf`	Graph Grammars as a Representation for Interactive Evolutionary 3D Design. EvoMUSART James McDermott
2012	—	`conf`	Locality in Continuous Fitness-Valued Cases and Genetic Programming Difficulty. EVOLVE Edgar Galván López, Leonardo Trujillo, James McDermott, Ahmed Kattan
2011	A	`conf`	An executable graph representation for evolutionary generative music. GECCO James McDermott, Una-May O'Reilly
2011	—	`conf`	Combining Structural Analysis and Multi-Objective Criteria for Evolutionary Architectural Design. EvoApplications (2) Jonathan Byrne, Michael Fenton, Erik Hemberg, James McDermott, Michael O'Neill, Elizabeth Shotton, Ciaran McNally
2011	J	`jnl`	Defining locality as a problem difficulty measure in genetic programming. Genet. Program. Evolvable Mach. Edgar Galván López, James McDermott, Michael O'Neill, Anthony Brabazon
2011	B	`conf`	How Far Is It from Here to There? A Distance That Is Coherent with GP Operators. EuroGP James McDermott, Una-May O'Reilly, Leonardo Vanneschi, Kalyan Veeramachaneni
2010	—	`conf`	A Fine-Grained View of GP Locality with Binary Decision Diagrams as Ant Phenotypes. PPSN (1) James McDermott, Edgar Galván López, Michael O'Neill
2010	B	`conf`	An Analysis of the Behaviour of Mutation in Grammatical Evolution. EuroGP Jonathan Byrne, Michael O'Neill, James McDermott, Anthony Brabazon
2010	B	`conf`	Defining locality in genetic programming to predict performance. IEEE Congress on Evolutionary Computation Edgar Galván López, James McDermott, Michael O'Neill, Anthony Brabazon
2010	B	`conf`	Higher-order functions in aesthetic EC encodings. IEEE Congress on Evolutionary Computation James McDermott, Jonathan Byrne, John Mark Swafford, Michael O'Neill, Anthony Brabazon
2010	B	`conf`	Implementing an intuitive mutation operator for interactive evolutionary 3D design. IEEE Congress on Evolutionary Computation Jonathan Byrne, James McDermott, Edgar Galván López, Michael O'Neill
2010	J	`jnl`	Interactive EC Control of Synthesized Timbre. Evol. Comput. James McDermott, Michael O'Neill, Niall J. L. Griffith
2010	B	`conf`	Interactive interpolating crossover in grammatical evolution. IEEE Congress on Evolutionary Computation James McDermott, Michael O'Neill, Anthony Brabazon
2010	—	`conf`	Jive: A Generative, Interactive, Virtual, Evolutionary Music System. EvoApplications (2) Jianhua Shao, James McDermott, Michael O'Neill, Anthony Brabazon
2010	A	`conf`	Towards an understanding of locality in genetic programming. GECCO Edgar Galván López, James McDermott, Michael O'Neill, Anthony Brabazon
2009	—	`conf`	Elevated Pitch: Automated Grammatical Evolution of Short Compositions. EvoWorkshops John Reddin, James McDermott, Michael O'Neill
2009	A	`conf`	Shape grammars and grammatical evolution for evolutionary design. GECCO Michael O'Neill, John Mark Swafford, James McDermott, Jonathan Byrne, Anthony Brabazon, Elizabeth Shotton, Ciaran McNally, Martin Hemberg
2008	—	`conf`	Evolutionary Computation Applied to Sound Synthesis. The Art of Artificial Evolution James McDermott, Niall Griffith, Michael O'Neill
2008	—	`conf`	New-Generation Methods in an Interpolating EC Synthesizer Interface. EvoWorkshops James McDermott, Niall J. L. Griffith, Michael O'Neill
2007	—	`conf`	Evolutionary GUIs for Sound Synthesis. EvoWorkshops James McDermott, Niall J. L. Griffith, Michael O'Neill
2006	—	`conf`	Timbral, Perceptual, And Statistical Attributes for Synthesized Sound. ICMC James McDermott, Niall J. L. Griffith, Michael O'Neill
2005	—	`conf`	Toward User-Directed Evolution of Sound Synthesis Parameters. EvoWorkshops James McDermott, Niall J. L. Griffith, Michael O'Neill