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Journal Articles
- 2023
[j32]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): 1572-1587 (2023)- [j31]Haley Jeppson, Heike Hofmann:
Generalized Mosaic Plots in the \pkg{ggplot2} Framework. R J. 14(4): 50-78 (2023) - [j30]Joseph Zemmels, Susan VanderPlas, Heike Hofmann:
A Study in Reproducibility: The Congruent Matching Cells Algorithm and cmcR Package. R J. 14(4): 79-102 (2023) - 2022
- [j29]Wangqian Ju, Heike Hofmann:
An Open-Source Implementation of the CMPS Algorithm for Assessing Similarity of Bullets. R J. 14(2): 268-287 (2022) - 2021
- [j28]Katherine Goode, Heike Hofmann:
Visual diagnostics of an explainer model: Tools for the assessment of LIME explanations. Stat. Anal. Data Min. 14(2): 185-200 (2021) - 2019
- [j27]Heike Hofmann, Hadley Wickham, Dianne Cook:
The 2013 Data Expo of the American Statistical Association. Comput. Stat. 34(4): 1443-1447 (2019) - 2018
- [j26]Alexandre Almeida, Adam Loy, Heike Hofmann:
ggplot2 Compatible Quantile-Quantile Plots in R. R J. 10(2): 248 (2018) - 2017
- [j25]Andee Kaplan, Heike Hofmann, Daniel J. Nordman:
An interactive graphical method for community detection in network data. Comput. Stat. 32(2): 535-557 (2017) - [j24]Sam Tyner, François Briatte, Heike Hofmann:
Network Visualization with ggplot2. R J. 9(1): 27 (2017) - 2016
- [j23]Barret Schloerke, Hadley Wickham, Dianne Cook, Heike Hofmann:
Escape from Boxland. R J. 8(2): 243 (2016) - [j22]Susan VanderPlas, Heike Hofmann:
Spatial Reasoning and Data Displays. IEEE Trans. Vis. Comput. Graph. 22(1): 459-468 (2016) - 2015
- [j21]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): 293-316 (2015) - [j20]Bryan Stanfill, Ulrike Genschel, Heike Hofmann, Daniel J. Nordman:
Nonparametric confidence regions for the central orientation of random rotations. J. Multivar. Anal. 135: 106-116 (2015) - [j19]Eric Hare, Andreas Buja, Heike Hofmann:
Manipulation of Discrete Random Variables with discreteRV. R J. 7(1): 185 (2015) - [j18]Hadley Wickham, Dianne Cook, Heike Hofmann:
Visualizing statistical models: Removing the blindfold. Stat. Anal. Data Min. 8(4): 203-225 (2015) - [j17]Hadley Wickham, Dianne Cook, Heike Hofmann:
Authors' response to discussants. Stat. Anal. Data Min. 8(4): 242-244 (2015) - 2014
- [j16]Lendie Follett, Ulrike Genschel, Heike Hofmann:
A graphical exploration of the Deepwater Horizon oil spill. Comput. Stat. 29(1): 121-132 (2014) - [j15]Bryan Stanfill, Heike Hofmann, Ulrike Genschel:
rotations: An R Package for SO(3) Data. R J. 6(1): 68 (2014) - 2013
- [j14]Antony Unwin, Heike Hofmann, Dianne Cook:
Let Graphics Tell the Story - Datasets in R. R J. 5(1): 117 (2013) - [j13]Bryan Stanfill, Ulrike Genschel, Heike Hofmann:
Point Estimation of the Central Orientation of Random Rotations. Technometrics 55(4): 524-535 (2013) - [j12]Heike Hofmann, Marie Vendettuoli:
Common Angle Plots as Perception-True Visualizations of Categorical Associations. IEEE Trans. Vis. Comput. Graph. 19(12): 2297-2305 (2013) - 2012
- [j11]Heike Hofmann, Lendie Follett, Mahbubul Majumder, Dianne Cook:
Graphical Tests for Power Comparison of Competing Designs. IEEE Trans. Vis. Comput. Graph. 18(12): 2441-2448 (2012) - 2011
- [j10]Hadley Wickham, Heike Hofmann:
Product Plots. IEEE Trans. Vis. Comput. Graph. 17(12): 2223-2230 (2011) - 2010
- [j9]J. Hobbs, Hadley Wickham, Heike Hofmann, Dianne Cook:
Glaciers melt as mountains warm: a graphical case study. Comput. Stat. 25(4): 569-586 (2010) - [j8]Hadley Wickham, Dianne Cook, Heike Hofmann, Andreas Buja:
Graphical inference for infovis. IEEE Trans. Vis. Comput. Graph. 16(6): 973-979 (2010) - 2009
- [j7]Michael Lawrence, Hadley Wickham, Dianne Cook, Heike Hofmann, Deborah F. Swayne:
Extending the GGobi pipeline from R. Comput. Stat. 24(2): 195-205 (2009) - [j6]Hadley Wickham, Michael Lawrence, Dianne Cook, Andreas Buja, Heike Hofmann, Deborah F. Swayne:
The plumbing of interactive graphics. Comput. Stat. 24(2): 207-215 (2009) - 2003
- [j5]Heike Hofmann:
Constructing and reading mosaicplots. Comput. Stat. Data Anal. 43(4): 565-580 (2003) - [j4]Ju Sun Ahn, Heike Hofmann, Dianne Cook:
A Projection Pursuit Method on the multidimensional squared Contingency Table. Comput. Stat. 18(3): 605-626 (2003) - 2002
- [j3]Antony Unwin, Heike Hofmann, Adalbert F. X. Wilhelm:
Direct Manipulation Graphics for Data Mining. Int. J. Image Graph. 2(1): 49-65 (2002) - 2001
- [j2]Heike Hofmann, Antony Unwin, Adalbert Wilhem:
Data Mining and Statistics - Introduction. Comput. Stat. 16(3): 317-321 (2001) - [j1]Heike Hofmann, Adalbert F. X. Wilhelm:
Visual Comparison of Association Rules. Comput. Stat. 16(3): 399-415 (2001)
Conference and Workshop Papers
- 2015
- [c5]Heike Hofmann, Dianne Cook, Andee Kaplan, Eric Hare, Vianey Leos-Barajas, Carson Sievert, Samantha Tyner:
On the move at DinoFun world. VAST 2015: 159-160 - [c4]Heike Hofmann, Dianne Cook, Andee Kaplan, Eric Hare, Vianey Leos-Barajas, Carson Sievert, Samantha Tyner:
Visualizing communication patterns at DinoFun World. VAST 2015: 161-162 - 2010
- [c3]Marie Vendettuoli, Dianne Cook, Heike Hofmann:
qtpaintgui() - An integration of Command Line and Graphical User Interface. BIOCOMP 2010: 624-629 - 2001
- [c2]Antony Unwin, Heike Hofmann, Klaus Bernt:
The TwoKey Plot for Multiple Association Rules Control. PKDD 2001: 472-483 - 2000
- [c1]Heike Hofmann, Arno Siebes, Adalbert F. X. Wilhelm:
Visualizing association rules with interactive mosaic plots. KDD 2000: 227-235
Informal and Other Publications
- 2023
- [i4]Maria Cuellar, Sheng Gao, Heike Hofmann:
Revolutionizing Forensic Toolmark Analysis: An Objective and Transparent Comparison Algorithm. CoRR abs/2312.00032 (2023) - 2021
- [i3]Ganesh Krishnan, Heike Hofmann:
Hierarchical Decision Ensembles- An inferential framework for uncertain Human-AI collaboration in forensic examinations. CoRR abs/2111.01131 (2021) - 2020
- [i2]Yawei Ge, Heike Hofmann:
A grammar of graphics framework for generalized parallel coordinate plots. CoRR abs/2009.12933 (2020) - 2014
- [i1]Yihui Xie, Heike Hofmann, Xiaoyue Cheng:
Reactive Programming for Interactive Graphics. CoRR abs/1409.7256 (2014)
Coauthor Index
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