Dianne Cook

Orcid: 0000-0002-3813-7155

According to our database1, Dianne Cook authored at least 55 papers between 1996 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
cubble: An <i>R</i> Package for Organizing and Wrangling Multivariate Spatio-Temporal Data.
J. Stat. Softw., 2024

Studying the Performance of the Jellyfish Search Optimiser for the Application of Projection Pursuit.
CoRR, 2024

2023
A Clustering Algorithm to Organize Satellite Hotspot Data for the Purpose of Tracking Bushfires Remotely.
R J., March, 2023

A Hexagon Tile Map Algorithm for Displaying Spatial Data.
R J., March, 2023

Expanding Tidy Data Principles to Facilitate Missing Data Exploration, Visualization and Assessment of Imputations.
J. Stat. Softw., 2023

New and Simplified Manual Controls for Projection and Slice Tours, With Application to Exploring Classification Boundaries in High Dimensions.
J. Comput. Graph. Stat., 2023

2022
Hole or Grain? A Section Pursuit Index for Finding Hidden Structure in Multiple Dimensions.
J. Comput. Graph. Stat., July, 2022

brolgar: An R package to BRowse Over Longitudinal Data Graphically and Analytically in R.
R J., 2022

Casting multiple shadows: interactive data visualisation with tours and embeddings.
J. Data Sci. Stat. Vis., 2022

Burning Sage: Reversing the Curse of Dimensionality in the Visualization of High-Dimensional Data.
J. Comput. Graph. Stat., 2022

Visualizing Probability Distributions Across Bivariate Cyclic Temporal Granularities.
J. Comput. Graph. Stat., 2022

Exploring Local Explanations of Nonlinear Models Using Animated Linear Projections.
CoRR, 2022

2021
Visual Diagnostics for Constrained Optimisation with Application to Guided Tours.
R J., 2021

Conversations in Time: Interactive Visualization to Explore Structured Temporal Data.
R J., 2021

NanoMethViz: An R/Bioconductor package for visualizing long-read methylation data.
PLoS Comput. Biol., 2021

A Projection Pursuit Forest Algorithm for Supervised Classification.
J. Comput. Graph. Stat., 2021

A Review of the State-of-the-Art on Tours for Dynamic Visualization of High-dimensional Data.
CoRR, 2021

2020
spinifex: An R Package for Creating a Manual Tour of Low-dimensional Projections of Multivariate Data.
R J., 2020

bigPint: A Bioconductor visualization package that makes big data pint-sized.
PLoS Comput. Biol., 2020

Using tours to visually investigate properties of new projection pursuit indexes with application to problems in physics.
Comput. Stat., 2020

2019
Connecting R with D3 for dynamic graphics, to explore multivariate data with tours.
R J., 2019

The 2013 Data Expo of the American Statistical Association.
Comput. Stat., 2019

A slice tour for finding hollowness in high-dimensional data.
CoRR, 2019

Visualization methods for differential expression analysis.
BMC Bioinform., 2019

2018
Dynamic Graphics.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

2016
Escape from Boxland.
R J., 2016

2015
Authors' response to discussants.
Stat. Anal. Data Min., 2015

Visualizing statistical models: Removing the blindfold.
Stat. Anal. Data Min., 2015

Using visual statistical inference to better understand random class separations in high dimension, low sample size data.
Comput. Stat., 2015

Visualizing communication patterns at DinoFun World.
Proceedings of the 10th IEEE Conference on Visual Analytics Science and Technology, 2015

On the move at DinoFun world.
Proceedings of the 10th IEEE Conference on Visual Analytics Science and Technology, 2015

2014
The 2011 data Expo of the American Statistical Association.
Comput. Stat., 2014

2013
Let Graphics Tell the Story - Datasets in R.
R J., 2013

2012
Graphical Tests for Power Comparison of Competing Designs.
IEEE Trans. Vis. Comput. Graph., 2012

2011
PKgraph: An R package for graphically diagnosing population pharmacokinetic models.
Comput. Methods Programs Biomed., 2011

2010
Graphical inference for infovis.
IEEE Trans. Vis. Comput. Graph., 2010

A projection pursuit index for large <i>p</i> small <i>n</i> data.
Stat. Comput., 2010

Glaciers melt as mountains warm: a graphical case study.
Comput. Stat., 2010

qtpaintgui() - An integration of Command Line and Graphical User Interface.
Proceedings of the International Conference on Bioinformatics & Computational Biology, 2010

2009
Dynamic Graphics.
Proceedings of the Encyclopedia of Database Systems, 2009

The plumbing of interactive graphics.
Comput. Stat., 2009

Extending the GGobi pipeline from R.
Comput. Stat., 2009

2008
Visual Methods for Examining SVM Classifiers.
Proceedings of the Visual Data Mining - Theory, Techniques and Tools for Visual Analytics, 2008

Comment.
Technometrics, 2008

2007
Interactive and Dynamic Graphics for Data Analysis - With R and GGobi.
Use R, Springer, ISBN: 978-0-387-71761-6, 2007

2005
BarleyBase - an expression profiling database for plant genomics.
Nucleic Acids Res., 2005

2003
A Projection Pursuit Method on the multidimensional squared Contingency Table.
Comput. Stat., 2003

GGobi: evolving from XGobi into an extensible framework for interactive data visualization.
Comput. Stat. Data Anal., 2003

Towards Simple, Easy-to-Understand, yet Accurate Classifiers.
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

2001
Gaining insights into support vector machine pattern classifiers using projection-based tour methods.
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, 2001

2000
Visualization of Stable Manifolds and Multidimensional Surfaces in the Analysis of Power System Dynamics.
J. Nonlinear Sci., 2000

Visual Data Mining In Atmospheric Science Data.
Data Min. Knowl. Discov., 2000

1999
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., 1999

The Benefits of Statistical Visualization in an Immersive Environment.
Proceedings of the IEEE Virtual Reality 1999 Conference, 1999

1996
The Linked ArcView 2.1 and XGobi Environment - GIS, Dynamic Statistical Graphics, and Spatial Data.
Proceedings of the GIS '96, 1996


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