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Stef van den Elzen
Stef van den Elzen
Assistant Professor Visual Analytics at Eindhoven University of Technology
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
2342011
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
2062015
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
1842014
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
1642013
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
1072013
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
422013
Display screen with graphical user interface
J Blaas, DHR Holten, SJ van den Elzen
US Patent App. 29/543,855, 2017
252017
Display screen with graphical user interface
J Blaas, DHR Holten, SJ van den Elzen
US Patent App. 29/587,091, 2019
222019
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
142019
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
122022
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
112023
Random forest visualization
N Kuznetsova, M Westenberg, K Buchin, K Dinkla, SJ Van Den Elzen
Eindhoven University of Technology, 2014
112014
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
92023
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 30 (2), 1502-1515, 2022
82022
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
62023
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 47 (3), zsad306, 2024
42024
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
32024
Data visualization system
SJ van den Elzen, JJ Van Wijk, DHR Holten, J Blaas
US Patent 9,171,387, 2015
22015
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
12024
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