Dianne Cook

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 26

Top Topics

Supervised Classification

Dimensional Data

Interactive Visual

Top Venues

J. Comput. Graph. Stat.

Publications

H. Sherry Zhang, Dianne Cook, Nicolas Langrené, Jessica Wai Yin Leung
Studying the Performance of the Jellyfish Search Optimiser for the Application of Projection Pursuit. CoRR (2024)
Weihao Li, Emily Dodwell, Dianne Cook
A Clustering Algorithm to Organize Satellite Hotspot Data for the Purpose of Tracking Bushfires Remotely. R J. 15 (1) (2023)
Ursula Laa, Alex Aumann, Dianne Cook, German Valencia
New and Simplified Manual Controls for Projection and Slice Tours, With Application to Exploring Classification Boundaries in High Dimensions. J. Comput. Graph. Stat. 32 (3) (2023)
Nicholas J. Tierney, Dianne Cook
Expanding Tidy Data Principles to Facilitate Missing Data Exploration, Visualization and Assessment of Imputations. J. Stat. Softw. 105 (7) (2023)
Stephanie Kobakian, Dianne Cook, Earl Duncan
A Hexagon Tile Map Algorithm for Displaying Spatial Data. R J. 15 (1) (2023)
Weihao Li, Emily Dodwell, Dianne Cook
A Clustering Algorithm to Organize Satellite Hotspot Data for the Purpose of Tracking Bushfires Remotely. CoRR (2023)
Nicholas J. Tierney, Dianne Cook, Tania Prvan
brolgar: An R package to BRowse Over Longitudinal Data Graphically and Analytically in R. R J. 14 (2) (2022)
Sayani Gupta, Rob J. Hyndman, Dianne Cook, Antony Unwin
Visualizing Probability Distributions Across Bivariate Cyclic Temporal Granularities. J. Comput. Graph. Stat. 31 (1) (2022)
Stuart Lee, Ursula Laa, Dianne Cook
Casting multiple shadows: interactive data visualisation with tours and embeddings. J. Data Sci. Stat. Vis. 2 (3) (2022)
Ursula Laa, Dianne Cook, Andreas Buja, German Valencia
Hole or Grain? A Section Pursuit Index for Finding Hidden Structure in Multiple Dimensions. J. Comput. Graph. Stat. 31 (3) (2022)
Ursula Laa, Dianne Cook, Stuart Lee
Burning Sage: Reversing the Curse of Dimensionality in the Visualization of High-Dimensional Data. J. Comput. Graph. Stat. 31 (1) (2022)
Nicholas Spyrison, Dianne Cook
Exploring Local Explanations of Nonlinear Models Using Animated Linear Projections. CoRR (2022)
Shian Su, Quentin Gouil, Marnie E. Blewitt, Dianne Cook, Peter F. Hickey, Matthew E. Ritchie
NanoMethViz: An R/Bioconductor package for visualizing long-read methylation data. PLoS Comput. Biol. 17 (10) (2021)
Earo Wang, Dianne Cook
Conversations in Time: Interactive Visualization to Explore Structured Temporal Data. R J. 13 (1) (2021)
Stuart Lee, Dianne Cook, Natalia da Silva, Ursula Laa, Earo Wang, Nicholas Spyrison, H. Sherry Zhang
A Review of the State-of-the-Art on Tours for Dynamic Visualization of High-dimensional Data. CoRR (2021)
H. Sherry Zhang, Dianne Cook, Ursula Laa, Nicolas Langrené, Patricia Menéndez
Visual Diagnostics for Constrained Optimisation with Application to Guided Tours. R J. 13 (2) (2021)
Natalia da Silva, Dianne Cook, Eun-Kyung Lee
A Projection Pursuit Forest Algorithm for Supervised Classification. J. Comput. Graph. Stat. 30 (4) (2021)
Ursula Laa, Dianne Cook
Using tours to visually investigate properties of new projection pursuit indexes with application to problems in physics. Comput. Stat. 35 (3) (2020)
Nicholas Spyrison, Dianne Cook
spinifex: An R Package for Creating a Manual Tour of Low-dimensional Projections of Multivariate Data. R J. 12 (1) (2020)
Lindsay Rutter, Dianne Cook
bigPint: A Bioconductor visualization package that makes big data pint-sized. PLoS Comput. Biol. 16 (6) (2020)
Ursula Laa, Dianne Cook, German Valencia
A slice tour for finding hollowness in high-dimensional data. CoRR (2019)
Michael Kipp, Ursula Laa, Dianne Cook
Connecting R with D3 for dynamic graphics, to explore multivariate data with tours. R J. 11 (1) (2019)
Lindsay Rutter, Adrienne N. Moran Lauter, Michelle A. Graham, Dianne Cook
Visualization methods for differential expression analysis. BMC Bioinform. 20 (1) (2019)
Heike Hofmann, Hadley Wickham, Dianne Cook
The 2013 Data Expo of the American Statistical Association. Comput. Stat. 34 (4) (2019)
Natalia da Silva, Dianne Cook, Eun-Kyung Lee
A Projection Pursuit Forest Algorithm for Supervised Classification. CoRR (2018)
Barret Schloerke, Hadley Wickham, Dianne Cook, Heike Hofmann
Escape from Boxland. R J. 8 (2) (2016)
Hadley Wickham, Dianne Cook, Heike Hofmann
Visualizing statistical models: Removing the blindfold. Stat. Anal. Data Min. 8 (4) (2015)
Heike Hofmann, Dianne Cook, Andee Kaplan, Eric Hare, Vianey Leos-Barajas, Carson Sievert, Samantha Tyner
Visualizing communication patterns at DinoFun World. VAST (2015)
Hadley Wickham, Dianne Cook, Heike Hofmann
Authors' response to discussants. Stat. Anal. Data Min. 8 (4) (2015)
Heike Hofmann, Dianne Cook, Andee Kaplan, Eric Hare, Vianey Leos-Barajas, Carson Sievert, Samantha Tyner
On the move at DinoFun world. VAST (2015)
Niladri Roy Chowdhury, Dianne Cook, Heike Hofmann, Mahbubul Majumder, Eun-Kyung Lee, Amy L. Toth
Using visual statistical inference to better understand random class separations in high dimension, low sample size data. Comput. Stat. 30 (2) (2015)
Dianne Cook
The 2011 data Expo of the American Statistical Association. Comput. Stat. 29 (1) (2014)
Antony Unwin, Heike Hofmann, Dianne Cook
Let Graphics Tell the Story - Datasets in R. R J. 5 (1) (2013)
Heike Hofmann, Lendie Follett, Mahbubul Majumder, Dianne Cook
Graphical Tests for Power Comparison of Competing Designs. IEEE Trans. Vis. Comput. Graph. 18 (12) (2012)
Xiaoyong Sun, Kai Wu, Dianne Cook
PKgraph: An R package for graphically diagnosing population pharmacokinetic models. Comput. Methods Programs Biomed. 104 (3) (2011)
Marie Vendettuoli, Dianne Cook, Heike Hofmann
qtpaintgui() - An integration of Command Line and Graphical User Interface. BIOCOMP (2010)
J. Hobbs, Hadley Wickham, Heike Hofmann, Dianne Cook
Glaciers melt as mountains warm: a graphical case study. Comput. Stat. 25 (4) (2010)
Hadley Wickham, Dianne Cook, Heike Hofmann, Andreas Buja
Graphical inference for infovis. IEEE Trans. Vis. Comput. Graph. 16 (6) (2010)
Eun-Kyung Lee, Dianne Cook
data. Stat. Comput. 20 (3) (2010)
Hadley Wickham, Michael Lawrence, Dianne Cook, Andreas Buja, Heike Hofmann, Deborah F. Swayne
The plumbing of interactive graphics. Comput. Stat. 24 (2) (2009)
Michael Lawrence, Hadley Wickham, Dianne Cook, Heike Hofmann, Deborah F. Swayne
Extending the GGobi pipeline from R. Comput. Stat. 24 (2) (2009)
Dianne Cook, Hadley Wickham
Comment. Technometrics 50 (4) (2008)
Lishuang Shen, Jian Gong, Rico A. Caldo, Dan Nettleton, Dianne Cook, Roger P. Wise, Julie A. Dickerson
BarleyBase - an expression profiling database for plant genomics. Nucleic Acids Res. 33 (Database-Issue) (2005)
Doina Caragea, Dianne Cook, Vasant G. Honavar
Towards Simple, Easy-to-Understand, yet Accurate Classifiers. ICDM (2003)
Ju Sun Ahn, Heike Hofmann, Dianne Cook
A Projection Pursuit Method on the multidimensional squared Contingency Table. Comput. Stat. 18 (3) (2003)
Deborah F. Swayne, Duncan Temple Lang, Andreas Buja, Dianne Cook
GGobi: evolving from XGobi into an extensible framework for interactive data visualization. Comput. Stat. Data Anal. 43 (4) (2003)
Doina Caragea, Dianne Cook, Vasant G. Honavar
Gaining insights into support vector machine pattern classifiers using projection-based tour methods. KDD (2001)
Rong Qi, Dianne Cook, Wolfgang Kliemann, Vijay Vittal
Visualization of Stable Manifolds and Multidimensional Surfaces in the Analysis of Power System Dynamics. J. Nonlinear Sci. 10 (2) (2000)
Márcia Macêdo, Dianne Cook, Timothy J. Brown
Visual Data Mining In Atmospheric Science Data. Data Min. Knowl. Discov. 4 (1) (2000)
Laura Nelson, Dianne Cook, Carolina Cruz-Neira
XGobi vs the C2: Results of an experiment comparing data visualization in a 3-D immersive virtual reality environment with a 2-D workstation display. Comput. Stat. 14 (1) (1999)
Laura L. Arns, Dianne Cook, Carolina Cruz-Neira
The Benefits of Statistical Visualization in an Immersive Environment. VR (1999)
Jürgen Symanzik, James J. Majure, Dianne Cook
The Linked ArcView 2.1 and XGobi Environment - GIS, Dynamic Statistical Graphics, and Spatial Data. ACM-GIS (1996)