Toward a Quantitative Survey of Dimension Reduction Techniques M Espadoto, RM Martins, A Kerren, NST Hirata, AC Telea IEEE Transactions on Visualization and Computer Graphics 27 (3), 2153-2173, 2021 | 320 | 2021 |
Text visualization techniques: Taxonomy, visual survey, and community insights K Kucher, A Kerren 2015 IEEE Pacific visualization symposium (pacificVis), 117-121, 2015 | 284 | 2015 |
MobilityGraphs: Visual Analysis of Mass Mobility Dynamics via Spatio-Temporal Graphs and Clustering T von Landesberger, F Brodkorb, P Roskosch, N Andrienko, G Andrienko, ... Transactions on Visualization and Computer Graphics 22 (1), 11-20, 2016 | 252 | 2016 |
The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations A Chatzimparmpas, RM Martins, I Jusufi, K Kucher, F Rossi, A Kerren Computer Graphics Forum 39 (3), 713-756, 2020 | 166 | 2020 |
Information Visualization: Human-Centered Issues and Perspectives A Kerren, JT Stasko, JD Fekete, C North Springer Berlin/Heidelberg, 2008 | 161* | 2008 |
A survey of surveys on the use of visualization for interpreting machine learning models A Chatzimparmpas, RM Martins, I Jusufi, A Kerren Information Visualization 19 (3), 207-233, 2020 | 147 | 2020 |
Preserving the Mental Map Using Foresighted Layout S Diehl, C Görg, A Kerren Proceedings of Joint Eurographics–IEEE TCVG Symposium on Visualization …, 2001 | 135 | 2001 |
t-viSNE: Interactive Assessment and Interpretation of t-SNE Projections A Chatzimparmpas, RM Martins, A Kerren IEEE Transactions on Visualization and Computer Graphics 26 (8), 2696-2714, 2020 | 129 | 2020 |
The State of the Art in Sentiment Visualization K Kucher, C Paradis, A Kerren Computer Graphics Forum 37 (1), 71-96, 2018 | 128 | 2018 |
Enhancing Learning Management Systems to Better Support Computer Science Education G Rößling, M Joy, A Moreno, A Radenski, L Malmi, A Kerren, T Naps, ... ACM SIGCSE Bulletin 40 (4), 142-166, 2008 | 124 | 2008 |
Introduction to Human-Centered Visualization Environments A Kerren, A Ebert, J Meyer Human-Centered Visualization Environments, 1-9, 2007 | 122* | 2007 |
Human-Centered Visualization Environments: GI-Dagstuhl Research Seminar, Dagstuhl Castle, Germany, March 5-8, 2006: Revised Lectures A Kerren, A Ebert, J Meyer Springer Berlin/Heidelberg, 2007 | 114 | 2007 |
Graph Layouts by t-SNE JF Kruiger, P Rauber, RM Martins, A Kerren, S Kobourov, AC Telea Computer Graphics Forum 36 (3), 283-294, 2017 | 101 | 2017 |
Chapter 1 Algorithm Animation A Kerren, J Stasko Software Visualization, 1-15, 2002 | 95* | 2002 |
Introduction to Multivariate Network Visualization A Kerren, HC Purchase, MO Ward Multivariate Network Visualization 8380, 1-9, 2014 | 81 | 2014 |
Toward the Role of Interaction in Visual Analytics A Kerren, F Schreiber Proceedings of the Winter Simulation Conference, 420, 2012 | 79 | 2012 |
StackGenVis: Alignment of Data, Algorithms, and Models for Stacking Ensemble Learning Using Performance Metrics A Chatzimparmpas, RM Martins, K Kucher, A Kerren IEEE Transactions on Visualization and Computer Graphics 27 (2), 1547-1557, 2021 | 73 | 2021 |
Interaction for immersive analytics W Büschel, J Chen, R Dachselt, S Drucker, T Dwyer, C Görg, T Isenberg, ... Immersive analytics, 95-138, 2018 | 69 | 2018 |
A survey of technologies on the rise for emotion-enhanced interaction D Cernea, A Kerren Journal of Visual Languages & Computing 31, 70-86, 2015 | 62 | 2015 |
Merging Interactive Visualizations with Hypertextbooks and Course Management G Rößling, T Naps, MS Hall, V Karavirta, A Kerren, C Leska, A Moreno, ... ACM SIGCSE Bulletin – inroads 38 (4), 166-181, 2006 | 60 | 2006 |