Visualizing group dynamics signals. - Erik Kuijpers; Stef van den Elzen; Henri Hambartsumyan (MB, 2010)

BaobabView: Interactive construction and analysis of decision trees. - Stef van den Elzen; Jarke J. van Wijk (IEEE VAST, 2011)

Reordering Massive Sequence Views: Enabling temporal and structural analysis of dynamic networks. - Stef van den Elzen; Danny Holten; Jorik Blaas; Jarke J. van Wijk (PacificVis, 2013)

Small Multiples, Large Singles: A New Approach for Visual Data Exploration. - Stef van den Elzen; Jarke J. van Wijk (Comput. Graph. Forum, 2013)

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)

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)

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)

ChronoCorrelator: Enriching Events with Time Series. - M. A. M. M. van Dortmont; Stef van den Elzen; Jarke J. van Wijk (Comput. Graph. Forum, 2019)

ModelWise: Interactive Model Comparison for Model Diagnosis, Improvement and Selection. - Linhao Meng; Stef van den Elzen; Anna Vilanova (Comput. Graph. Forum, 2022)

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)

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, 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., 2023)

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)

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., 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., 2024)

Why Does It Look like this? Introducing a Preliminary Framework for Explainable Graph Drawing (XGD). - Keisi Çela; Stef van den Elzen; Jarke J. van Wijk; Alessio Arleo (VISIGRAPP (1): GRAPP, HUCAPP, IVAPP, 2025)

When Dimensionality Reduction Meets Graph (Drawing) Theory: Introducing a Common Framework, Challenges and Opportunities. - Fernando V. Paulovich; Alessio Arleo; Stef van den Elzen (Comput. Graph. Forum, 2025)

Towards Multi-Faceted Visual Process Analytics. - Stef van den Elzen; Mieke Jans; Niels Martin; Femke Pieters; Christian Tominski; Maria-Cruz Villa-Uriol; Sebastiaan J. van Zelst (Inf. Syst., 2025)

A Multimedia Analytics Model for the Foundation Model Era. - Marcel Worring; Jan Zahálka; Stef van den Elzen; Maximilian T. Fischer; Daniel A. Keim (CoRR, 2025)

Towards Difficulty-Aware Analysis of Deep Neural Networks. - Linhao Meng; Stef van den Elzen; Anna Vilanova (CoRR, 2025)

Cluster-Based Random Forest Visualization and Interpretation. - Max Sondag; Christofer Meinecke; Dennis Collaris; Tatiana von Landesberger; Stef van den Elzen (CoRR, 2025)