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Dr. Michael G. Madden
at National Univ of Ireland/Galway
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Publications (4)
SPIE Journal Paper | 16 March 2023 Open Access
Hybrid synthetic data generation pipeline that outperforms real data
Sai Abinesh Natarajan, Michael G. Madden
JEI, Vol. 32, Issue 02, 023011, (March 2023) https://doi.org/10.1117/12.10.1117/1.JEI.32.2.023011
KEYWORDS: Lawrencium, 3D modeling, Data modeling, Education and training, Machine learning, Light sources and illumination, 3D image processing, Image classification, Computer vision technology, Animal model studies
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Proceedings Article | 3 June 2005 Paper
Classification of a target analyte in solid mixtures using principal component analysis, support vector machines, and Raman spectroscopy
Proceedings Volume 5826, (2005) https://doi.org/10.1117/12.605156
KEYWORDS: Raman spectroscopy, Principal component analysis, Statistical analysis, Machine learning, Chemometrics, Data modeling, Solids, Raman scattering, Magnesium, Testing and analysis
Proceedings Article | 3 June 2005 Paper
Qualitative and quantitative analysis of chlorinated solvents using Raman spectroscopy and machine learning
Jennifer Conroy, Alan Ryder, Marc Leger, Kenneth Hennessey, Michael Madden
Proceedings Volume 5826, (2005) https://doi.org/10.1117/12.605056
KEYWORDS: Raman spectroscopy, Machine learning, Principal component analysis, Chemometrics, Spectroscopy, Neodymium, Statistical analysis, Manufacturing, Quantitative analysis, Light scattering
Proceedings Article | 27 August 2003 Paper
Machine learning methods for quantitative analysis of Raman spectroscopy data
Proceedings Volume 4876, (2003) https://doi.org/10.1117/12.464039
KEYWORDS: Raman spectroscopy, Neural networks, Feature selection, Statistical analysis, Machine learning, Data modeling, Statistical modeling, Genetic algorithms, Solids, Neurons
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