James McDermott
National University of Ireland, Galway
H-index: 28
Europe-Ireland
Top articles of James McDermott
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Patterns2KG: JAMS Pipeline for Modeling Music Patterns | Danny Diamond and James McDermott Abdul Shahid | 2023/11 | |
Ensemble Machine Learning Models for Root Note Detection in Irish Instrumental Dance Music | Abdul Shahid Danny Diamond James McDermott Mathieu d'Aquin | 2023/12/7 | |
Genetic Programming with Synthetic Data for Interpretable Regression Modelling and Limited Data | Fitria Wulandari Ramlan James McDermott | 2023/9/22 | |
Graph-Based Mutations for Music Generation | Maziar Kanani Seán O'Leary James McDermott | 2023/7/15 | |
Dissimilarity-Preserving Representation Learning for One-Class Time Series Classification | IEEE Transactions on Neural Networks and Learning Systems | Stefano Mauceri James Sweeney Miguel Nicolau James McDermott | 2023/5/19 |
Parsing Musical Structure to Enable Meaningful Variations | AIMC 2023 (forthcoming): The International Conference on AI and Musical Creativity, Sussex, UK, 30th August-1st September | Maziar Kanani Seán O’Leary James McDermott | 2023 |
Genetic programming benchmarks: looking back and looking forward | ACM SIGEVOlution | James McDermott Gabriel Kronberger Patryk Orzechowski Leonardo Vanneschi Luca Manzoni | 2022/12/22 |
Application of neural networks and regression modelling to enable environmental regulatory compliance and energy optimisation in a sequencing batch reactor | Sustainability | Shane Fox James McDermott Edelle Doherty Ronan Cooney Eoghan Clifford | 2022/3/30 |
Fungal and Bacterial Communities in Tuber melanosporum Plantations from Northern Spain | Forests | Celia Herrero de Aza Sergio Armenteros James McDermott Stefano Mauceri Jaime Olaizola | 2022/2/26 |
Species mixing proportion and aridity influence in the height–diameter relationship for different species mixtures in Mediterranean forests | Forests | Diego Rodríguez de Prado Jose Riofrío Jorge Aldea James McDermott Felipe Bravo | 2022/1/14 |
D3. 2: Analysis of music repositories to identify musical patterns (V1. 0) | James McDermott Danny Diamond Abdul Shahid Khattak Peter van Krannenburg CNAM Fournier-S’niehotta | 2021/12/20 | |
Feature extraction by grammatical evolution for one-class time series classification | Genetic Programming and Evolvable Machines | Stefano Mauceri James Sweeney Miguel Nicolau James McDermott | 2021/9 |
Fall detection with accelerometer data using Residual Networks adapted to multi-variate time series classification | Amrutha Ramanathan James McDermott | 2021/7/18 | |
Representation Learning for the Arts: A Case Study Using Variational Autoencoders for Drum Loops | Artificial Intelligence and the Arts: Computational Creativity, Artistic Behavior, and Tools for Creatives | Penousal Machado Juan Romero Gary Greenfield | 2021 |
One-class subject authentication using feature extraction by grammatical evolution on accelerometer data | Heuristics for Optimization and Learning | Stefano Mauceri James Sweeney James McDermott | 2021 |
Dissimilarity-based representations for one-class classification on time series | Pattern Recognition | Stefano Mauceri James Sweeney James McDermott | 2020/4/1 |
Program synthesis in a continuous space using grammars and variational autoencoders | David Lynch James McDermott Michael O’Neill | 2020 | |
Genetic programming symbolic regression: What is the prior on the prediction? | Genetic Programming Theory and Practice XVII | Miguel Nicolau James McDermott | 2020 |
When and why metaheuristics researchers can ignore “No Free Lunch” theorems | SN Computer Science | James McDermott | 2020/1 |
Co-Authors
