Stef van den Elzen

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 10

Top Topics

Event Sequences

Visual Analytics

Abnormal Patterns

Top Venues

IEEE Trans. Vis. Comput. Graph.

Comput. Graph. Forum

IEEE Computer Graphics and Applications

Publications

Vidya Prasad, Ruud J. G. van Sloun, Stef van den Elzen, Anna Vilanova, Nicola Pezzotti
The Transform-and-Perform Framework: Explainable Deep Learning Beyond Classification. IEEE Trans. Vis. Comput. Graph. 30 (2) (2024)
Binyam Gebre, Karoliina Ranta, Stef van den Elzen, Ernst Kuiper, Thijs Baars, Tom Heskes
Pfeed: Generating near real-time personalized feeds using precomputed embedding similarities. CoRR (2024)
Linhao Meng, Stef van den Elzen, Nicola Pezzotti, Anna Vilanova
Class-Constrained t-SNE: Combining Data Features and Class Probabilities. IEEE Trans. Vis. Comput. Graph. 30 (1) (2024)
Sanne van der Linden, Evie de Fouw, Stef van den Elzen, Anna Vilanova
A survey of visualization techniques for comparing event sequences. Comput. Graph. 115 (2023)
Sanne van der Linden, Bernice M. Wulterkens, Merel M. van Gilst, Sebastiaan Overeem, Carola van Pul, Anna Vilanova, Stef van den Elzen
FlexEvent: going beyond Case-Centric Exploration and Analysis of Multivariate Event Sequences. Comput. Graph. Forum 42 (3) (2023)
Stef van den Elzen, Gennady L. Andrienko, Natalia V. Andrienko, Brian D. Fisher, Rafael Messias Martins, Jaakko Peltonen, Alexandru C. Telea, Michel Verleysen
The Flow of Trust: A Visualization Framework to Externalize, Explore, and Explain Trust in ML Applications. IEEE Computer Graphics and Applications 43 (2) (2023)
Linhao Meng, Stef van den Elzen, Nicola Pezzotti, Anna Vilanova
Class-constrained t-SNE: Combining Data Features and Class Probabilities. CoRR (2023)
Linhao Meng, Stef van den Elzen, Anna Vilanova
ModelWise: Interactive Model Comparison for Model Diagnosis, Improvement and Selection. Comput. Graph. Forum 41 (3) (2022)
M. A. M. M. van Dortmont, Stef van den Elzen, Jarke J. van Wijk
ChronoCorrelator: Enriching Events with Time Series. Comput. Graph. Forum 38 (3) (2019)
Stef van den Elzen, Danny Holten, Jorik Blaas, Jarke J. van Wijk
Reducing Snapshots to Points: A Visual Analytics Approach to Dynamic Network Exploration. IEEE Trans. Vis. Comput. Graph. 22 (1) (2016)
Stef van den Elzen, Danny Holten, Jorik Blaas, Jarke J. van Wijk
Dynamic Network Visualization withExtended Massive Sequence Views. IEEE Trans. Vis. Comput. Graph. 20 (8) (2014)
Stef van den Elzen, Jarke J. van Wijk
Multivariate Network Exploration and Presentation: From Detail to Overview via Selections and Aggregations. IEEE Trans. Vis. Comput. Graph. 20 (12) (2014)
Stef van den Elzen, Jarke J. van Wijk
Small Multiples, Large Singles: A New Approach for Visual Data Exploration. Comput. Graph. Forum 32 (3) (2013)
Stef van den Elzen, Danny Holten, Jorik Blaas, Jarke J. van Wijk
Reordering Massive Sequence Views: Enabling temporal and structural analysis of dynamic networks. PacificVis (2013)
Stef van den Elzen, Jarke J. van Wijk
BaobabView: Interactive construction and analysis of decision trees. IEEE VAST (2011)
Erik Kuijpers, Stef van den Elzen, Henri Hambartsumyan
Visualizing group dynamics signals. MB (2010)