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Stef van den Elzen
Stef van den Elzen
Assistant Professor Visual Analytics
Verified email at tue.nl - Homepage
Title
Cited by
Cited by
Year
Baobabview: Interactive construction and analysis of decision trees
S Van Den Elzen, JJ Van Wijk
2011 IEEE conference on visual analytics science and technology (VAST), 151-160, 2011
2162011
Reducing snapshots to points: A visual analytics approach to dynamic network exploration
S van den Elzen, D Holten, J Blaas, JJ van Wijk
IEEE transactions on visualization and computer graphics 22 (1), 1-10, 2015
1942015
Multivariate network exploration and presentation: From detail to overview via selections and aggregations
S Van den Elzen, JJ Van Wijk
IEEE Transactions on Visualization and Computer Graphics 20 (12), 2310-2319, 2014
1702014
Small multiples, large singles: A new approach for visual data exploration
S van den Elzen, JJ van Wijk
Computer Graphics Forum 32 (3pt2), 191-200, 2013
1532013
Dynamic network visualization with extended massive sequence views
S van den Elzen, D Holten, J Blaas, JJ van Wijk
IEEE transactions on visualization and computer graphics 20 (8), 1087-1099, 2013
1012013
Reordering massive sequence views: Enabling temporal and structural analysis of dynamic networks
S van den Elzen, D Holten, J Blaas, JJ van Wijk
2013 IEEE Pacific visualization symposium (PacificVis), 33-40, 2013
362013
Display screen with graphical user interface
J Blaas, DHR Holten, SJ van den Elzen
US Patent App. 29/543,855, 2017
212017
Display screen with graphical user interface
J Blaas, DHR Holten, SJ van den Elzen
US Patent App. 29/587,091, 2019
202019
Exploration and Analysis of Massive Mobile Phone Data: A Layered Visual Analytics Approach
S van den Elzen, J Blaas, D Holten, JK Buenen, JJ van Wijk, R Spousta, ...
In V. Blondel et al., Mobile Phone Data for Development, Selected …, 2013
152013
ChronoCorrelator: Enriching events with time series
M Van Dortmont, S van den Elzen, JJ van Wijk
Computer Graphics Forum 38 (3), 387-399, 2019
122019
Random forest visualization
N Kuznetsova, M Westenberg, K Buchin, K Dinkla, SJ Van Den Elzen
Eindhoven University of Technology, 2014
82014
The flow of trust: A visualization framework to externalize, explore, and explain trust in ML applications
S van den Elzen, G Andrienko, N Andrienko, BD Fisher, RM Martins, ...
IEEE computer graphics and applications 43 (2), 78-88, 2023
52023
ModelWise: Interactive Model Comparison for Model Diagnosis, Improvement and Selection
L Meng, S van den Elzen, A Vilanova
The Eurographics Association and John Wiley & Sons Ltd., 2022
52022
The Transform-and-Perform framework: Explainable deep learning beyond classification
V Prasad, RJG van Sloun, S van den Elzen, A Vilanova, N Pezzotti
IEEE Transactions on Visualization and Computer Graphics, 2022
42022
Data visualization system
SJ van den Elzen, JJ Van Wijk, DHR Holten, J Blaas
US Patent 9,171,387, 2015
22015
Studying sleep: towards the identification of hypnogram features that drive expert interpretation
C van der Woerd, H van Gorp, S Dujardin, M Sastry, H Garcia Caballero, ...
Sleep, zsad306, 2023
12023
Pfeed: Generating near real-time personalized feeds using precomputed embedding similarities
B Gebre, K Ranta, S Elzen, E Kuiper, T Baars, T Heskes
arXiv preprint arXiv:2402.16073, 2024
2024
Human in the (Process) Mines (Dagstuhl Seminar 23271)
C Di Ciccio, S Miksch, P Soffer, B Weber, G Meroni
Schloss Dagstuhl–Leibniz-Zentrum für Informatik, 2024
2024
Class-constrained t-SNE: Combining Data Features and Class Probabilities
L Meng, S van den Elzen, N Pezzotti, A Vilanova
IEEE Transactions on Visualization and Computer Graphics, 2023
2023
A survey of visualization techniques for comparing event sequences
S van der Linden, E de Fouw, S van den Elzen, A Vilanova
Computers & Graphics 115, 522-542, 2023
2023
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