Stef van den Elzen

According to our database, Stef van den Elzen authored at least 15 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

The Transform-and-Perform Framework: Explainable Deep Learning Beyond Classification.

Vidya Prasad, Ruud J. G. van Sloun, Stef van den Elzen, Anna Vilanova, Nicola Pezzotti

IEEE Trans. Vis. Comput. Graph., February, 2024

Class-Constrained t-SNE: Combining Data Features and Class Probabilities.

Linhao Meng, Stef van den Elzen, Nicola Pezzotti, Anna Vilanova

IEEE Trans. Vis. Comput. Graph., January, 2024

Pfeed: Generating near real-time personalized feeds using precomputed embedding similarities.

Binyam Gebre, Karoliina Ranta, Stef van den Elzen, Ernst Kuiper, Thijs Baars, Tom Heskes

CoRR, 2024

2023

A survey of visualization techniques for comparing event sequences.

Sanne van der Linden, Evie de Fouw, Stef van den Elzen, Anna Vilanova

Comput. Graph., October, 2023

FlexEvent: going beyond Case-Centric Exploration and Analysis of Multivariate Event Sequences.

Sanne van der Linden, Bernice M. Wulterkens, Merel M. van Gilst, Sebastiaan Overeem, Carola van Pul, Anna Vilanova, Stef van den Elzen

Comput. Graph. Forum, June, 2023

The Flow of Trust: A Visualization Framework to Externalize, Explore, and Explain Trust in ML Applications.

Stef van den Elzen, Gennady L. Andrienko, Natalia V. Andrienko, Brian D. Fisher, Rafael Messias Martins, Jaakko Peltonen, Alexandru C. Telea, Michel Verleysen

IEEE Computer Graphics and Applications, 2023

2022

ModelWise: Interactive Model Comparison for Model Diagnosis, Improvement and Selection.

Linhao Meng, Stef van den Elzen, Anna Vilanova

Comput. Graph. Forum, 2022

2019

ChronoCorrelator: Enriching Events with Time Series.

M. A. M. M. van Dortmont, Stef van den Elzen, Jarke J. van Wijk

Comput. Graph. Forum, 2019

2016

Reducing Snapshots to Points: A Visual Analytics Approach to Dynamic Network Exploration.

Stef van den Elzen, Danny Holten, Jorik Blaas, Jarke J. van Wijk

IEEE Trans. Vis. Comput. Graph., 2016

2014

Multivariate Network Exploration and Presentation: From Detail to Overview via Selections and Aggregations.

Stef van den Elzen, Jarke J. van Wijk

IEEE Trans. Vis. Comput. Graph., 2014

Dynamic Network Visualization withExtended Massive Sequence Views.

Stef van den Elzen, Danny Holten, Jorik Blaas, Jarke J. van Wijk

IEEE Trans. Vis. Comput. Graph., 2014

2013

Small Multiples, Large Singles: A New Approach for Visual Data Exploration.

Stef van den Elzen, Jarke J. van Wijk

Comput. Graph. Forum, 2013

Reordering Massive Sequence Views: Enabling temporal and structural analysis of dynamic networks.

Stef van den Elzen, Danny Holten, Jorik Blaas, Jarke J. van Wijk

Proceedings of the IEEE Pacific Visualization Symposium, 2013

2011

BaobabView: Interactive construction and analysis of decision trees.

Stef van den Elzen, Jarke J. van Wijk

Proceedings of the 6th IEEE Conference on Visual Analytics Science and Technology, 2011

2010

Visualizing group dynamics signals.

Erik Kuijpers, Stef van den Elzen, Henri Hambartsumyan

Proceedings of the 7th International Conference on Methods and Techniques in Behavioral Research, 2010