Stef van den Elzen

26 papers B 1Journal 22Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Cluster-Based Random Forest Visualization and Interpretation.
IEEE Trans. Vis. Comput. Graph.
Max Sondag, Christofer Meinecke, Dennis Collaris, Tatiana von Landesberger, Stef van den Elzen
2026 J jnl
Instance-based visualization and analysis of neural networks.
Inf. Vis.
Stef van den Elzen
2026 J jnl
Long sequences with a lot of events (LoLo): A visual analytics approach for analyzing long event sequences.
Inf. Vis.
Sanne van der Linden, Bram C. M. Cappers, Anna Vilanova, Stef van den Elzen
2025 J jnl
A Multimedia Analytics Model for the Foundation Model Era.
CoRR
Marcel Worring, Jan Zahálka, Stef van den Elzen, Maximilian T. Fischer, Daniel A. Keim
2025 J jnl
Cluster-Based Random Forest Visualization and Interpretation.
CoRR
Max Sondag, Christofer Meinecke, Dennis Collaris, Tatiana von Landesberger, Stef van den Elzen
2025 J jnl
Towards Difficulty-Aware Analysis of Deep Neural Networks.
CoRR
Linhao Meng, Stef van den Elzen, Anna Vilanova
2025 J jnl
Towards Multi-Faceted Visual Process Analytics.
Inf. Syst.
Stef van den Elzen, Mieke Jans, Niels Martin, Femke Pieters, Christian Tominski, Maria-Cruz Villa-Uriol, Sebastiaan J. van Zelst
2025 J jnl
When Dimensionality Reduction Meets Graph (Drawing) Theory: Introducing a Common Framework, Challenges and Opportunities.
Comput. Graph. Forum
Fernando V. Paulovich, Alessio Arleo, Stef van den Elzen
2025 — conf
Why Does It Look like this? Introducing a Preliminary Framework for Explainable Graph Drawing (XGD).
VISIGRAPP (1): GRAPP, HUCAPP, IVAPP
Keisi Çela, Stef van den Elzen, Jarke J. van Wijk, Alessio Arleo
2024 J jnl
Class-Constrained t-SNE: Combining Data Features and Class Probabilities.
IEEE Trans. Vis. Comput. Graph.
Linhao Meng, Stef van den Elzen, Nicola Pezzotti, Anna Vilanova
2024 J jnl
Pfeed: Generating near real-time personalized feeds using precomputed embedding similarities.
CoRR
Binyam Gebre, Karoliina Ranta, Stef van den Elzen, Ernst Kuiper, Thijs Baars, Tom Heskes
2024 J jnl
The Transform-and-Perform Framework: Explainable Deep Learning Beyond Classification.
IEEE Trans. Vis. Comput. Graph.
Vidya Prasad, Ruud J. G. van Sloun, Stef van den Elzen, Anna Vilanova, Nicola Pezzotti
2024 J jnl
When Dimensionality Reduction Meets Graph (Drawing) Theory: Introducing a Common Framework, Challenges and Opportunities.
CoRR
Fernando V. Paulovich, Alessio Arleo, Stef van den Elzen
2023 J jnl
A survey of visualization techniques for comparing event sequences.
Comput. Graph.
Sanne van der Linden, Evie de Fouw, Stef van den Elzen, Anna Vilanova
2023 J jnl
Class-constrained t-SNE: Combining Data Features and Class Probabilities.
CoRR
Linhao Meng, Stef van den Elzen, Nicola Pezzotti, Anna Vilanova
2023 J jnl
FlexEvent: going beyond Case-Centric Exploration and Analysis of Multivariate Event Sequences.
Comput. Graph. Forum
Sanne van der Linden, Bernice M. Wulterkens, Merel M. van Gilst, Sebastiaan Overeem, Carola van Pul, Anna Vilanova, Stef van den Elzen
2023 J jnl
The Flow of Trust: A Visualization Framework to Externalize, Explore, and Explain Trust in ML Applications.
IEEE Computer Graphics and Applications
Stef van den Elzen, Gennady L. Andrienko, Natalia V. Andrienko, Brian D. Fisher, Rafael Messias Martins, Jaakko Peltonen, Alexandru C. Telea, Michel Verleysen
2022 J jnl
ModelWise: Interactive Model Comparison for Model Diagnosis, Improvement and Selection.
Comput. Graph. Forum
Linhao Meng, Stef van den Elzen, Anna Vilanova
2019 J jnl
ChronoCorrelator: Enriching Events with Time Series.
Comput. Graph. Forum
M. A. M. M. van Dortmont, Stef van den Elzen, Jarke J. van Wijk
2016 J jnl
Reducing Snapshots to Points: A Visual Analytics Approach to Dynamic Network Exploration.
IEEE Trans. Vis. Comput. Graph.
Stef van den Elzen, Danny Holten, Jorik Blaas, Jarke J. van Wijk
2014 J jnl
Dynamic Network Visualization withExtended Massive Sequence Views.
IEEE Trans. Vis. Comput. Graph.
Stef van den Elzen, Danny Holten, Jorik Blaas, Jarke J. van Wijk
2014 J jnl
Multivariate Network Exploration and Presentation: From Detail to Overview via Selections and Aggregations.
IEEE Trans. Vis. Comput. Graph.
Stef van den Elzen, Jarke J. van Wijk
2013 B conf
Reordering Massive Sequence Views: Enabling temporal and structural analysis of dynamic networks.
PacificVis
Stef van den Elzen, Danny Holten, Jorik Blaas, Jarke J. van Wijk
2013 J jnl
Small Multiples, Large Singles: A New Approach for Visual Data Exploration.
Comput. Graph. Forum
Stef van den Elzen, Jarke J. van Wijk
2011 — conf
BaobabView: Interactive construction and analysis of decision trees.
IEEE VAST
Stef van den Elzen, Jarke J. van Wijk
2010 — conf
Visualizing group dynamics signals.
MB
Erik Kuijpers, Stef van den Elzen, Henri Hambartsumyan