Heike Hofmann

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 21

Top Topics

Discrete Random Variables

Spatial Reasoning

Top Venues

Stat. Anal. Data Min.

Publications

Susan VanderPlas, Yawei Ge, Antony Unwin, Heike Hofmann
Penguins Go Parallel: A Grammar of Graphics Framework for Generalized Parallel Coordinate Plots. J. Comput. Graph. Stat. 32 (4) (2023)
Joseph Zemmels, Susan VanderPlas, Heike Hofmann
A Study in Reproducibility: The Congruent Matching Cells Algorithm and cmcR Package. R J. 14 (4) (2023)
Maria Cuellar, Sheng Gao, Heike Hofmann
Revolutionizing Forensic Toolmark Analysis: An Objective and Transparent Comparison Algorithm. CoRR (2023)
Haley Jeppson, Heike Hofmann
Generalized Mosaic Plots in the \pkg{ggplot2} Framework. R J. 14 (4) (2023)
Wangqian Ju, Heike Hofmann
An Open-Source Implementation of the CMPS Algorithm for Assessing Similarity of Bullets. R J. 14 (2) (2022)
Katherine Goode, Heike Hofmann
Visual diagnostics of an explainer model: Tools for the assessment of LIME explanations. Stat. Anal. Data Min. 14 (2) (2021)
Ganesh Krishnan, Heike Hofmann
Hierarchical Decision Ensembles- An inferential framework for uncertain Human-AI collaboration in forensic examinations. CoRR (2021)
Yawei Ge, Heike Hofmann
A grammar of graphics framework for generalized parallel coordinate plots. CoRR (2020)
Heike Hofmann, Hadley Wickham, Dianne Cook
The 2013 Data Expo of the American Statistical Association. Comput. Stat. 34 (4) (2019)
Alexandre Almeida, Adam Loy, Heike Hofmann
ggplot2 Compatible Quantile-Quantile Plots in R. R J. 10 (2) (2018)
Sam Tyner, François Briatte, Heike Hofmann
Network Visualization with ggplot2. R J. 9 (1) (2017)
Andee Kaplan, Heike Hofmann, Daniel J. Nordman
An interactive graphical method for community detection in network data. Comput. Stat. 32 (2) (2017)
Susan VanderPlas, Heike Hofmann
Spatial Reasoning and Data Displays. IEEE Trans. Vis. Comput. Graph. 22 (1) (2016)
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)
Bryan Stanfill, Ulrike Genschel, Heike Hofmann, Daniel J. Nordman
Nonparametric confidence regions for the central orientation of random rotations. J. Multivar. Anal. 135 (2015)
Heike Hofmann, Dianne Cook, Andee Kaplan, Eric Hare, Vianey Leos-Barajas, Carson Sievert, Samantha Tyner
On the move at DinoFun world. VAST (2015)
Eric Hare, Andreas Buja, Heike Hofmann
Manipulation of Discrete Random Variables with discreteRV. R J. 7 (1) (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)
Lendie Follett, Ulrike Genschel, Heike Hofmann
A graphical exploration of the Deepwater Horizon oil spill. Comput. Stat. 29 (1) (2014)
Bryan Stanfill, Heike Hofmann, Ulrike Genschel
rotations: An R Package for SO(3) Data. R J. 6 (1) (2014)
Yihui Xie, Heike Hofmann, Xiaoyue Cheng
Reactive Programming for Interactive Graphics. CoRR (2014)
Antony Unwin, Heike Hofmann, Dianne Cook
Let Graphics Tell the Story - Datasets in R. R J. 5 (1) (2013)
Heike Hofmann, Marie Vendettuoli
Common Angle Plots as Perception-True Visualizations of Categorical Associations. IEEE Trans. Vis. Comput. Graph. 19 (12) (2013)
Bryan Stanfill, Ulrike Genschel, Heike Hofmann
Point Estimation of the Central Orientation of Random Rotations. Technometrics 55 (4) (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)
Hadley Wickham, Heike Hofmann
Product Plots. IEEE Trans. Vis. Comput. Graph. 17 (12) (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)
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)
Heike Hofmann
Constructing and reading mosaicplots. Comput. Stat. Data Anal. 43 (4) (2003)
Ju Sun Ahn, Heike Hofmann, Dianne Cook
A Projection Pursuit Method on the multidimensional squared Contingency Table. Comput. Stat. 18 (3) (2003)
Antony Unwin, Heike Hofmann, Adalbert F. X. Wilhelm
Direct Manipulation Graphics for Data Mining. Int. J. Image Graph. 2 (1) (2002)
Heike Hofmann, Antony Unwin, Adalbert Wilhem
Data Mining and Statistics - Introduction. Comput. Stat. 16 (3) (2001)
Heike Hofmann, Adalbert F. X. Wilhelm
Visual Comparison of Association Rules. Comput. Stat. 16 (3) (2001)
Antony Unwin, Heike Hofmann, Klaus Bernt
The TwoKey Plot for Multiple Association Rules Control. PKDD (2001)
Heike Hofmann, Arno Siebes, Adalbert F. X. Wilhelm
Visualizing association rules with interactive mosaic plots. KDD (2000)