2022

Hurley, Catherine B., 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

Inglis, Alan, Parnell, Andrew and Hurley, Catherine B. (2022) Visualizing Variable Importance and Variable Interaction Effects in Machine Learning Models. Journal of Computational and Graphical Statistics. pp. 1-13. ISSN 1061-8600

2021

Hurley, Catherine B. (2021) Model exploration using conditional visualization. WIREs Computational Statistics, 13 (1). ISSN 1939-5108

2017

Sieger, Tomas, Hurley, Catherine B., Fiser, Karel and Beleites, Claudia (2017) Interactive Dendrograms: The R Packages idendro and idendr0. Journal of Statistical Software, 76 (10). pp. 1-22. ISSN 1548-7660

O'Connell, Mark, 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

2015

Hurley, Catherine B. (2015) Discussion of “visualizing statistical models: Removing the blindfold”. Statistical Analysis and Data Mining: The ASA Data Science Journal, 8 (4). pp. 229-231. ISSN 1932-1864

2011

Hurley, Catherine B. and Oldfield, R.W. (2011) Eulerian tour algorithms for data visualization and the PairViz package. Computational Statistics, 26 (4). pp. 613-633. ISSN 0943-4062

Hurley, Catherine B. and Oldford, R.W. (2011) Graphs as navigational infrastructure for high dimensional data spaces. Computational Statistics, 26 (4). pp. 585-612. ISSN 0943-4062

Earle, Denise and Hurley, Catherine B. (2011) A New Flexible Dendrogram Seriation Algorithm for Data Visualisation. In: Bulletin of the International Statistical Institute Proceedings of the 58th World Statistics Congress 2011, Dublin. International Statistical Institute, pp. 3284-3293. ISBN 978-90-73592-33-9

2010

Hurley, Catherine B. and Oldfield, R.W. (2010) Pairwise display of high dimensional information via Eulerian tours and Hamiltonian decompositions. Journal of Computational and Graphical Statistics, 19 (4). pp. 861-886. ISSN 1061-8600

2004

Hurley, Catherine B. (2004) Clustering Visualizations of Multidimensional Data. Journal of Computational and Graphical Statistics, 13 (4). pp. 788-806. ISSN 1061-8600

2000

Hurley, Catherine B. (2000) Graphical Selection of Data Views. Journal of Computational and Graphical Statistics, 9 (3). pp. 558-581. ISSN 1061-8600

1999

Hurley, Catherine B. and Oldford, R.W. (1999) Statistical Graphics in QUAIL: An Overview. Bulletin of the International Statistical Institute, 58. pp. 113-116.

1995

Cook, Dianne, Buja, Andreas, Cabrera, Javier and Hurley, Catherine B. (1995) Grand Tour and Projection Pursuit. Journal of Computational and Graphical Statistics, 4 (3). pp. 155-172. ISSN 1061-8600

Hurley, Catherine B. and Modarres, Reza (1995) Low-Storage Quantile Estimation. Computational Statistics, 10 (4). ISSN 0943-4062

1994

Hurley, Catherine B. and Mahmoud, Hosam M. (1994) Analysis of an Algorithm for Random Sampling. Probability in the Engineering and Informational Sciences, 8. pp. 153-168. ISSN 0269-9648

1993

Hurley, Catherine B. (1993) The Plot-Data Interface in Statistical Graphics. Journal of Computational and Graphical Statistics, 2 (4). pp. 365-379. ISSN 1061-8600

1990

Buja, Andreas and Hurley, Catherine B. (1990) On OMEGA (Online Multivariate Exploratory Graphical Analysis): Routine Searching for Structure: Comment. Statistical Science, 5 (2). pp. 208-211. ISSN 0883-4237