Article

Hurley, Catherine B. and O’Connell, Mark and Domijan, Katarina (2022) Interactive Slice Visualization for Exploring Machine Learning Models. Journal of Computational and Graphical Statistics, 31 (1). pp. 1-13. ISSN 1061-8600

O’Dwyer, Kevin and Domijan, Katarina and Dignam, Adam and Butler, Marion and Hennelly, Bryan M. (2021) Automated Raman Micro-Spectroscopy of Epithelial Cell Nuclei for High-Throughput Classification. Cancers, 13 (19). p. 4767. ISSN 2072-6694

Torre, Ilaria and Carrigan, Emma and Domijan, Katarina and McDonnell, Rachel and Harte, Naomi (2021) The Effect of Audio-Visual Smiles on Social Influence in a Cooperative Human–Agent Interaction Task. ACM Transactions on Computer-Human Interaction, 28 (6). pp. 1-38. ISSN 1073-0516

Frizzarin, Maria and Bevilacqua, Antonio and Dhariyal, Bhaskar and Domijan, Katarina and Ferraccioli, Federico and Hayes, Elena and Ifrim, Georgiana and Konkolewska, Agnieszka and Le Nguyen, Thach and Mbaka, Uche and Ranzato, Giovanna and Singh, Ashish and Stefanucci, Marco and Casa, Alessandro (2021) Mid infrared spectroscopy and milk quality traits: A data analysis competition at the “International Workshop on Spectroscopy and Chemometrics 2021”. Chemometrics and Intelligent Laboratory Systems, 219. p. 104442. ISSN 0169-7439

Wundervald, Bruna and Parnell, Andrew and Domijan, Katarina (2020) Generalizing Gain Penalization for Feature Selection in Tree-Based Models. IEEE Access, 8. pp. 190231-190239. ISSN 2169-3536

Domijan, Katarina and Bloomfield, Shaun D. and Pitié, François (2019) Solar Flare Forecasting from Magnetic Feature Properties Generated by the Solar Monitor Active Region Tracker. Solar Physics, 294 (6). ISSN 0038-0938

Gruenfeldova, Julie and Domijan, Katarina and Walsh, Ciara (2019) A Study of Food Safety Knowledge, Practice and Training among food handlers in Ireland. Food Control, 105. pp. 131-140. ISSN 0956-7135

O'Connell, Mark and Hurley, Catherine B. and Domijan, Katarina (2017) Conditional Visualization for Statistical Models: An Introduction to the condvis Package in R. Journal of Statistical Software, 81 (5). ISSN 1548-7660

Casey, David G. and Domijan, Katarina and MacNeill, Sarah and Rizet, Damien and O'Connell, Declan and Ryan, Jennifer M. (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). pp. 585-592. ISSN 0022-1198

Kerr, Laura and Domijan, Katarina and Cullen, Ivor and Hennelly, Bryan M. (2014) Applications of Raman spectroscopy to the urinary bladder for cancer diagnostics. Photonics and Lasers in Medicine, 3 (3). pp. 193-224. ISSN 2193-0643

Leamy, Darren J. and Kocijan, Jus and Domijan, Katarina and Duffin, Joseph and Roche, Richard and Commins, Sean and Collins, Ronan and Ward, Tomas E. (2014) An exploration of EEG features during recovery following stroke – implications for BCI-mediated neurorehabilitation therapy. Journal of NeuroEngineering and Rehabilitation, 11 (9). pp. 1-16. ISSN 1743-0003

Domijan, Katarina and Wilson, Simon P. (2009) Bayesian Kernel Projections for Classification of High Dimensional Data. Statistics and Computing, 21 (2). pp. 203-216. ISSN 0960-3174

Domijan, Katarina and Jorgensen, Murray and Reid, Jeff (2006) Semi-mechanistic modelling in nonlinear regression: a case study (with discussion). Australian and New Zealand Journal of Statistics, 48 (3). pp. 373-391. ISSN 1369-1473

Book Section

Singh, Manokamna and Domijan, Katarina (2019) Comparison of Machine Learning Models in Food Authentication Studies. In: 2019 30th Irish Signals and Systems Conference (ISSC). IEEE. ISBN 9781728128009

Torre, Ilaria and Carrigan, Emma and McDonnell, Rachel and Domijan, Katarina and McCabe, Killian and Harte, Naomi (2019) The Effect of Multimodal Emotional Expression and Agent Appearance on Trust in Human-Agent Interaction. In: Motion, Interaction and Games (MIG '19). Association for Computing Machinery, p. 14. ISBN 9781450369947