Tom Howley

Statistics

Publications

Citations

470

H-Index

Active since

2004

Affiliations

Ollscoil na Gaillimhe – University of Galway(Current)

Tom Howley is an author at Ollscoil na Gaillimhe – University of Galway specializing in pattern recognition, raman spectroscopy, and target analyte identification.

Publications per year

2004–2010

Publications

The effect of principal component analysis on machine learning accuracy with high-dimensional spectral data

Tom Howley, Michael G. Madden, Marie-Louise O’Connell et al. · Knowledge-Based Systems · 2006 · 180 citations · Full text

Computing, Computer Science, Data Science +14

The Genetic Kernel Support Vector Machine: Description and Evaluation

Tom Howley, Michael G. Madden · Artificial Intelligence Review · 2005 · 173 citations · Full text

Computing, Computer Science, Data Mining +11

Transfer of Experience Between Reinforcement Learning Environments with Progressive Difficulty

Michael G. Madden, Tom Howley · Artificial Intelligence Review · 2004 · 58 citations

Education, Behavioral Sciences, Markov Decision Processes +11

Qualitative Analysis Using Raman Spectroscopy and Chemometrics: A Comprehensive Model System for Narcotics Analysis

Marie-Louise O’Connell, Alan G. Ryder, Marc N. Léger et al. · Applied Spectroscopy · 2010 · 35 citations

Pharmacy, Chemistry, Pharmaceutical Analysis +17

Classification of a target analyte in solid mixtures using principal component analysis, support vector machines, and Raman spectroscopy

Marie-Louise O’Connell, Tom Howley, Alan G. Ryder et al. · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2005 · 24 citations · Full text

Natural Sciences, Pharmaceutical Analysis, Analytical Chemistry +16

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