DIRECT MANIPULATION GRAPHICS FOR DATA MINING

ANTONY R. UNWIN , HEIKE HOFMANN , ADALBERT F. X. WILHELM
International Journal of Image and Graphics 02 ( 01) 49 -65

1
2002
CHAPTER FOUR New interactive graphics tools for exploratory analysis of spatial data

ANTHONY UNWIN , HEIKE HOFMANN
Innovations in GIS 5 43 -43

2003
Package ‘ggparallel’

Heike Hofmann , Marie Vendettuoli , Maintainer Heike Hofmann , Suggests RColorBrewer

2016
qtpaintgui() - An integration of Command Line and Graphical User Interface.

Dianne Cook , Heike Hofmann , Marie Vendettuoli
BIOCOMP 624 -629

2010
Mind Reading: Using an Eye-Tracker to See How People are Looking at Lineups

Mahbubul Majumder , Niladri Roy Chowdhury , Dianne Cook , Heike Hofmann
International Journal of Intelligent Technologies and Applied Statistics 6 ( 4) 393 -413

6
2013
Soy isoflavones for three years exert modest effects on pQCT bone measures in postmenopausal women

Kristine M Shedd-Wise , D Lee Alekel , Heike Hofmann , Marta VanLoan
The FASEB Journal 24

1
2010
Graphics of Large Datasets: Visualizing a Million (Statistics and Computing)

Antony Unwin , Martin Theus , Heike Hofmann
Graphics of Large Datasets: Visualizing a Million (Statistics and Computing)

21
2006
An Experiment to Explore Persistence of Bullet Striations

Heike Hofmann , Alicia L. Carriquiry

2019
Automatic Matching of Scans from Hamby Sets

Susan VanderPlas , Heike Hofmann , Alicia L. Carriquiry

2019
Statistical Learning Algorithms for Forensic Scientists

Heike Hofmann , Alicia L. Carriquiry , Robert M. Thompson , Michael J. Salyards

1
2020
An algorithm for deciding the number of clusters and validation using simulated data with application to exploring crop population structure

Jean-Luc Jannink , Dianne Helen Cook , Heike Hofmann , Mark Newell
The Annals of Applied Statistics 7 ( 4) 1898 -1916

11
2013
Using Machine Learning Methods to Predict Similarity of Striations on Bullet Lands

Susan VanderPlas , Heike Hofmann , Alicia L. Carriquiry

2020
Visual diagnostics of an explainer model: Tools for the assessment of LIME explanations

Heike Hofmann , Katherine Goode
Statistical Analysis and Data Mining: The ASA Data Science Journal 14 ( 2) 185 -200

2021
Nonparametric confidence regions for the central orientation of random rotations

Bryan Stanfill , Ulrike Genschel , Heike Hofmann , Dan Nordman
Journal of Multivariate Analysis 135 106 -116

5
2015
Tourr: An R package for exploring multivariate data with projections

Hadley Wickham , Dianne Cook , Heike Hofmann , Andreas Buja
Journal of Statistical Software 40 ( 1) 1 -18

53
2011
HLMdiag: A Suite of Diagnostics for Hierarchical Linear Models in R

Adam Loy , Heike Hofmann
Journal of Statistical Software 56 ( 1) 1 -28

28
2014
Visually Exploring Missing Values in Multivariable Data Using a Graphical User Interface

Xiaoyue Cheng , Dianne Cook , Heike Hofmann
Journal of Statistical Software 68 ( 1) 1 -23

15
2015
A Projection Pursuit Method on the multidimensional squared Contingency Table

Ju Sun Ahn , Heike Hofmann , Dianne Cook
Computational Statistics 18 ( 3) 605 -626

7
2003
Validation of Visual Statistical Inference, Applied to Linear Models

Mahbubul Majumder , Heike Hofmann , Dianne Cook
Journal of the American Statistical Association 108 ( 503) 942 -956

40
2013
Reactive Programming for Interactive Graphics

Yihui Xie , Heike Hofmann , Xiaoyue Cheng
Statistical Science 29 ( 2) 201 -213

10
2014