| One-class classification: taxonomy of study and review of techniques SS Khan, MG Madden The Knowledge Engineering Review 29 (3), 345-374, 2014 | 820 | 2014 |
| A Survey of Recent Trends in One Class Classification SS Khan, MG Madden Springer Verlag-LNAI, 2009 | 572 | 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 | 399 | 2005 |
| The genetic kernel support vector machine: Description and evaluation T Howley, MG Madden Artificial intelligence review 24 (3), 379-395, 2005 | 247 | 2005 |
| On the classification performance of TAN and general Bayesian networks MG Madden International conference on innovative techniques and applications of …, 2008 | 163 | 2008 |
| 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 | 161 | 2005 |
| Multi-class and single-class classification approaches to vehicle model recognition from images MG Madden, DT Munroe | 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 | 109* | 2005 |
| Transfer of experience between reinforcement learning environments with progressive difficulty MG Madden, T Howley Artificial Intelligence Review 21 (3), 375-398, 2004 | 104 | 2004 |
| A pedagogy of data and Artificial Intelligence for student subjectification M Loftus, MG Madden Teaching in Higher Education 25 (4), 456-475, 2020 | 77 | 2020 |
| Graph convolutional networks: analysis, improvements and results I Ullah, M Manzo, M Shah, MG Madden Applied Intelligence 52 (8), 9033-9044, 2022 | 76 | 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 | 69 | 2020 |
| One-class support vector machines revisited A Bounsiar, MG Madden 2014 International Conference on Information Science & Applications (ICISA), 1-4, 2014 | 68 | 2014 |
| 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 | 61 | 2003 |
| PORTABLE MEDICAL MOTORING AND DIAGNOSTIC SYSTEM D CHAMBERS, G LYONS, M MADDEN, M SCHUKAT WO Patent WO/2006/011,124, 2006 | 52 | 2006 |
| 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 | 49* | 2005 |
| New similarity metrics for Raman spectroscopy SS Khan, MG Madden Chemometrics and Intelligent Laboratory Systems 114, 99-108, 2012 | 48 | 2012 |
| Evaluation of the performance of the Markov blanket Bayesian classifier algorithm MG Madden arXiv preprint cs/0211003, 2002 | 46 | 2002 |
| Kernels for one-class support vector machines A Bounsiar, MG Madden 2014 International Conference on Information Science & Applications (ICISA), 1-4, 2014 | 44 | 2014 |
| An evolutionary approach to automatic kernel construction T Howley, MG Madden International Conference on Artificial Neural Networks, 417-426, 2006 | 42 | 2006 |
Alan G. RyderNanoscale Biophotonics Laboratory, University of GalwayVerified email at nuigalway.ie
