One-class classification: taxonomy of study and review of techniques SS Khan, MG Madden The Knowledge Engineering Review 29 (3), 345-374, 2014 | 684 | 2014 |
A Survey of Recent Trends in One Class Classification SS Khan, MG Madden Springer Verlag-LNAI, 2009 | 538 | 2009 |
The effect of principal component analysis on machine learning accuracy with high dimensional spectral data T Howley, MG Madden, ML O’Connell, AG Ryder International Conference on Innovative Techniques and Applications of …, 2005 | 315 | 2005 |
The genetic kernel support vector machine: Description and evaluation T Howley, MG Madden Artificial intelligence review 24, 379-395, 2005 | 234 | 2005 |
A neural network approach to predicting stock exchange movements using external factors N O’Connor, MG Madden International Conference on Innovative Techniques and Applications of …, 2005 | 159 | 2005 |
On the classification performance of TAN and general Bayesian networks MG Madden International conference on innovative techniques and applications of …, 2008 | 153 | 2008 |
Multi-class and single-class classification approaches to vehicle model recognition from images DT Munroe, MG Madden proc. AICS, 1-11, 2005 | 114 | 2005 |
Bayesian ANN classifier for ECG arrhythmia diagnostic system: A comparison study D Gao, M Madden, D Chambers, G Lyons Proceedings. 2005 IEEE International Joint Conference on Neural Networks …, 2005 | 104* | 2005 |
Transfer of experience between reinforcement learning environments with progressive difficulty MG Madden, T Howley Artificial Intelligence Review 21 (3), 375-398, 2004 | 98 | 2004 |
A pedagogy of data and Artificial Intelligence for student subjectification M Loftus, MG Madden Teaching in Higher Education 25 (4), 456-475, 2020 | 51 | 2020 |
Machine learning methods for quantitative analysis of Raman spectroscopy data MG Madden, AG Ryder Opto-Ireland 2002: Optics and Photonics Technologies and Applications 4876 …, 2003 | 51 | 2003 |
Evaluation of the performance of the Markov blanket Bayesian classifier algorithm MG Madden arXiv preprint cs/0211003, 2002 | 46 | 2002 |
ANN-based diagnostic system for arrhythmia with ECG signals D Gao, M Madden, M Schukat, D Chambers, G Lyons Techniques and Applications of Artificial Intelligence, 2005 | 44* | 2005 |
The performance of Bayesian network classifiers constructed using different techniques MG Madden Proceedings of European conference on machine learning, workshop on …, 2003 | 43 | 2003 |
PORTABLE MEDICAL MOTORING AND DIAGNOSTIC SYSTEM D CHAMBERS, G LYONS, M MADDEN, M SCHUKAT WO Patent WO/2006/011,124, 2006 | 42 | 2006 |
An evolutionary approach to automatic kernel construction T Howley, MG Madden International Conference on Artificial Neural Networks, 417-426, 2006 | 41 | 2006 |
Graph convolutional networks: analysis, improvements and results I Ullah, M Manzo, M Shah, MG Madden Applied Intelligence 52 (8), 9033-9044, 2022 | 39 | 2022 |
Robust classification of high-dimensional spectroscopy data using deep learning and data synthesis J Houston, FG Glavin, MG Madden Journal of Chemical Information and Modeling 60 (4), 1936-1954, 2020 | 39 | 2020 |
An ensemble dynamic time warping classifier with application to activity recognition D McGlynn, MG Madden International Conference on Innovative Techniques and Applications of …, 2010 | 38 | 2010 |
Classification of a target analyte in solid mixtures using principal component analysis, support vector machines, and Raman spectroscopy ML O'connell, T Howley, AG Ryder, MN Leger, MG Madden Opto-Ireland 2005: Optical Sensing and Spectroscopy 5826, 340-350, 2005 | 38 | 2005 |