Dianne Cook
Monash University
H-index: 42
Oceania-Australia
Top articles of Dianne Cook
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
A Plot is Worth a Thousand Tests: Assessing Residual Diagnostics with the Lineup Protocol | Journal of Computational and Graphical Statistics | Weihao Li Dianne Cook Emi Tanaka Susan VanderPlas | 2024/4/16 |
Exploring local explanations of nonlinear models using animated linear projections | Computational Statistics | Nicholas Spyrison Dianne Cook Przemyslaw Biecek | 2024/1/31 |
A Tidy Framework and Infrastructure to Systematically Assemble Spatio-temporal Indexes from Multivariate Data | arXiv preprint arXiv:2401.05812 | H Sherry Zhang Dianne Cook Ursula Laa Nicolas Langrené Patricia Menéndez | 2024/1/11 |
A Clustering Algorithm to Organize Satellite Hotspot Data for the Purpose of Tracking Bushfires Remotely | arXiv preprint arXiv:2308.10505 | Weihao Li Emily Dodwell Dianne Cook | 2023/8/21 |
Interactive graphics for visually diagnosing forest classifiers in R | Computational Statistics | Natalia da Silva Dianne Cook Eun-Kyung Lee | 2023/1/12 |
New and simplified manual controls for projection and slice tours, with application to exploring classification boundaries in high dimensions | Journal of Computational and Graphical Statistics | Ursula Laa Alex Aumann Dianne Cook German Valencia | 2023/7/3 |
Index construction: a pipeline approach for transparency and diagnostics | EGU General Assembly Conference Abstracts | H Sherry Zhang Dianne Cook Patricia Menendez Ursula Laa Nicolas Langrene | 2023/5 |
A Hexagon Tile Map Algorithm for Displaying Spatial Data. | R Journal | Stephanie Kobakian Dianne Cook Earl Duncan | 2023/3/1 |
Performance is not enough: the story told by a Rashomon quartet | Journal of Computational and Graphical Statistics | Przemyslaw Biecek Hubert Baniecki Mateusz Krzyzinski Dianne Cook | 2024/4/12 |
Frame to frame interpolation for high-dimensional data visualisation using the woylier package | arXiv preprint arXiv:2311.08181 | Zoljargal Batsaikhan Dianne Cook Ursula Laa | 2023/11/14 |
Visualizing probability distributions across bivariate cyclic temporal granularities | Journal of Computational and Graphical Statistics | Sayani Gupta Rob J Hyndman Dianne Cook Antony Unwin | 2022/1/2 |
The state‐of‐the‐art on tours for dynamic visualization of high‐dimensional data | Stuart Lee Dianne Cook Natalia da Silva Ursula Laa Nicholas Spyrison | 2022/7 | |
Casting multiple shadows: interactive data visualisation with tours and embeddings | Journal of Data Science, Statistics, and Visualisation | Stuart Lee Ursula Laa Dianne Cook | 2022/5/30 |
A study on a user-controlled radial tour for variable importance in high-dimensional data | arXiv preprint arXiv:2301.00077 | Nicholas Spyrison Dianne Cook Kim Marriott | 2022/12/31 |
cubble: An R Package for Organizing and Wrangling Multivariate Spatio-temporal Data | arXiv preprint arXiv:2205.00259 | H Sherry Zhang Dianne Cook Ursula Laa Nicolas Langrené Patricia Menéndez | 2022/5 |
A Journey from Wild to Textbook Data to Reproducibly Refresh the Wages Data from the National Longitudinal Survey of Youth Database | Journal of Statistics and Data Science Education | Dewi Amaliah Dianne Cook Emi Tanaka Kate Hyde Nicholas Tierney | 2022/11/18 |
Wrangling multivariate spatio-temporal data with the R package cubble | arXiv preprint arXiv:2205.00259 | H Sherry Zhang Dianne Cook Ursula Laa Nicolas Langrené Patricia Menéndez | 2022/4/30 |
Commentary on “Visualization in Operations Management Research”: Incorporating Statistical Thinking into Visualization Practices for Decision Making in Operational Management | INFORMS Journal on Data Science | Emi Tanaka Jessica Wai Yin Leung Dianne Cook | 2022/10 |
Burning sage: Reversing the curse of dimensionality in the visualization of high-dimensional data | Journal of Computational and Graphical Statistics | Ursula Laa Dianne Cook Stuart Lee | 2022/1/2 |
Hole or grain? a section pursuit index for finding hidden structure in multiple dimensions | Journal of Computational and Graphical Statistics | Ursula Laa Dianne Cook Andreas Buja German Valencia | 2022/7/3 |
Co-Authors
