Dr Katarina Domijan

Biography
Research Interests
Peer Reviewed Journals
Year | Publication | |
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2020 | 'Generalizing Gain Penalization for Feature Selection in Tree-based Models'
Bruna Wundervald, Andrew Parnell, Katarina Domijan (2020) 'Generalizing Gain Penalization for Feature Selection in Tree-based Models'. Ieee Access, 8 [DOI] [Details] |
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2019 | 'A Study of Food Safety Knowledge, Practice and Training among food handlers in Ireland'
Julie Gruefeldova, Katarina Domijan, Ciara Walsh (2019) 'A Study of Food Safety Knowledge, Practice and Training among food handlers in Ireland'. Food Control, 105 :131-140 [DOI] [Details] |
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2019 | 'Solar Flare Forecasting from Magnetic Feature Properties Generated by the Solar Monitor Active Region Tracker'
Domijan, K., Bloomfield, D.S. & Pitié, F. (2019) 'Solar Flare Forecasting from Magnetic Feature Properties Generated by the Solar Monitor Active Region Tracker'. Solar Physics, 294 (6) [DOI] [full-text] [Details] |
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2017 | 'Conditional visualization for statistical models: An introduction to the condvis package in R'
O’Connell M.;Hurley C.;Domijan K. (2017) 'Conditional visualization for statistical models: An introduction to the condvis package in R'. Journal of Statistical Software, 81 [DOI] [full-text] [Details] |
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2017 | 'The Persistence of Sperm and the Development of Time Since Intercourse (TSI) Guidelines in Sexual Assault Cases at Forensic Science Ireland, Dublin, Ireland'
Casey D.;Domijan K.;MacNeill S.;Rizet D.;O'Connell D.;Ryan J. (2017) 'The Persistence of Sperm and the Development of Time Since Intercourse (TSI) Guidelines in Sexual Assault Cases at Forensic Science Ireland, Dublin, Ireland'. Journal of Forensic Sciences, 62 (3):585-592 [DOI] [full-text] [Details] |
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2017 | 'Conditional Visualization for Statistical Models: An Introduction to the condvis Package in R'
Mark O'Connell and Catherine Hurley and Katarina Domijan (2017) 'Conditional Visualization for Statistical Models: An Introduction to the condvis Package in R'. Journal of Statistical Software, Articles, 81 (5):1-20 [DOI] [Details] |
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2015 | 'An exploration of EEG features during recovery following stroke - Implications for BCI-mediated neurorehabilitation therapy'
Leamy D.;Kocijan J.;Domijan K.;Duffin J.;Roche R.;Commins S.;Collins ;Ward T. (2015) 'An exploration of EEG features during recovery following stroke - Implications for BCI-mediated neurorehabilitation therapy'. Journal of NeuroEngineering and Rehabilitation, 11 (1) [DOI] [full-text] [Details] |
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2014 | 'Applications of Raman spectroscopy to the urinary bladder for cancer diagnostics'
Laura T. Kerr, Katarina Domijan, Ivor Cullen, Bryan M. Hennelly (2014) 'Applications of Raman spectroscopy to the urinary bladder for cancer diagnostics'. Lasers in Medical Science, 3 :193-224 [DOI] [full-text] [Details] |
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2011 | 'Bayesian kernel projections for classification of high dimensional data'
Domijan, K;Wilson, SP (2011) 'Bayesian kernel projections for classification of high dimensional data'. Statistics and Computing, 21 :203-216 [DOI] [full-text] [Details] |
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2006 | 'Semi-mechanistic modelling in nonlinear regression: a case study (with discussion)'
Domijan K., Jorgensen M.A. & Reid J.B. (2006) 'Semi-mechanistic modelling in nonlinear regression: a case study (with discussion)'. AUSTRALIAN & NEW ZEALAND JOURNAL OF STATISTICS, 48 :373-391 [full-text] [Details] |
Book Chapters
Year | Publication | |
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2003 | 'Modeling thermal destruction of viruses and bacterial cells'
Domijan K. & Cox N. (2003) 'Modeling thermal destruction of viruses and bacterial cells' In: Collaborations, Designs and Explorations: A Festschrift for Peter Johnstone. New Zealand: Mosgiel, N.Z. : Statistics and Bioinformatics Group, AgResearch. [Details] |
Conference Publications
Year | Publication | |
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2019 | Comparison of machine learning models in food authentication studies
Singh M.;Domijan K. (2019) Comparison of machine learning models in food authentication studies 30th Irish Signals and Systems Conference, ISSC 2019 [DOI] [Details] |
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2019 | The Effect of Multimodal Emotional Expression and Agent Appearance on Trust in Human-Agent Interaction
Ilaria Torre, Emma Carrigan, Rachel McDonnell, Katarina Domijan, Killian McCabe, and Naomi Harte (2019) The Effect of Multimodal Emotional Expression and Agent Appearance on Trust in Human-Agent Interaction . In: Hubert P. H. Shum, Edmond S. L. Ho, Marie-Paule Cani, Tiberiu Popa, Daniel Holden, and He Wang eds. Motion, Interaction and Games (MIG '19) [DOI] [Details] |
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2016 | On the effect of experimental noise on the classification of biological samples using Raman micro-spectroscopy
Barton S.;Kerr L.;Domijan K.;Hennelly B. (2016) On the effect of experimental noise on the classification of biological samples using Raman micro-spectroscopy Proceedings of SPIE - The International Society for Optical Engineering [DOI] [Details] |
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2014 | A review of Raman for multicomponent analysis
Barton S.J., Hennelly B. M., Ward T, Domijan K & Lowry J (2014) A review of Raman for multicomponent analysis Proc. SPIE 9129, Biophotonics: Photonic Solutions for Better Health Care IV, 91290C [DOI] [Details] |
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2014 | Classification of bladder cancer cell lines using Raman spectroscopy: a comparison of excitation wavelength, sample substrate and statistical algorithms
Kerr L. T. , Adams A. , O'Dea S. , Domijan K., Cullen I. & Hennelly B. M. (2014) Classification of bladder cancer cell lines using Raman spectroscopy: a comparison of excitation wavelength, sample substrate and statistical algorithms Proc. SPIE 9129, Biophotonics: Photonic Solutions for Better Health Care IV, 91290E [DOI] [Details] |
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2005 | A Bayesian Method for Automatic Landmark Detection in Segmented Images
Domijan K. & Wilson S.P. (2005) A Bayesian Method for Automatic Landmark Detection in Segmented Images ICML workshop on Machine Learning Techniques for Processing Multimedia Content [Details] |
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2004 | Can Density Sorting at Harvest Segregate Mixed Maturity of Feijoa?
Clark C.J., White A., Woolf A. & Domijan K. (2004) Can Density Sorting at Harvest Segregate Mixed Maturity of Feijoa? Acta Hort. (ISHS) , pp.93-98 [Details] |
Conference Contributions
Year | Publication | |
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2018 | Data Science, Statistics and Visualisation.
Catherine B. Hurley, Mark O' Connell, Katerina Domijan (2018) Data Science, Statistics and Visualisation. [Oral Presentation], Interactive tools for model exploration, TU Wien [Details] |
Computer Program
Year | Publication | |
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2019 | condvis2: Conditional visualization for statistical models.
Catherine Hurley, Mark OConnell, Katarina Domijan (2019) condvis2: Conditional visualization for statistical models. Computer Program [Details] |
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2018 | BKPC: Bayesian Kernel Projection Classifier.
Katarina Domijan (2018) BKPC: Bayesian Kernel Projection Classifier. Computer Program [Details] |
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2016 | condvis: Conditional Visualization for Statistical Models.
Mark O'Connell and Catherine Hurley and Katarina Domijan (2016) condvis: Conditional Visualization for Statistical Models. Computer Program [full-text] [Details] |
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2011 | tabuSearch: Tabu Search Algorithm for Binary Configurations.
Katarina Domijan (2011) tabuSearch: Tabu Search Algorithm for Binary Configurations. Computer Program [Details] |
Thesis
Year | Publication | |
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2009 | Bayesian Kernel Classification for High Dimensional Data with Variable Selection.
Domijan K. (2009) Bayesian Kernel Classification for High Dimensional Data with Variable Selection. Trinity College Dublin: Thesis [Details] |
Electronic Book
Year | Publication | |
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2018 | Notes for ST463/ST683 Linear Models 1.
Katarina Domijan, Catherine Hurley (2018) Notes for ST463/ST683 Linear Models 1. Electronic Book [Details] |
Recent Postgraduates
Graduation | Student Name | University | Degree | Thesis | |
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2017 | Mark O’Connell | Maynooth University | PhD | Conditional Visualisation for Statistical Models |