Surveys and Benchmarks

I have contributed various surveys and benchmarks to support comparison and replication of research methods and tools in various areas. In contrast to (most of the) related work in the same fields, all my results are open-source, including datasets and software tools. I believe this to be critical for the progress of science.
Surveys and benchmarks below are organized along my main research themes.
Information visualization
Quantitative and Qualitative Comparison of 2D and 3D Projection Techniques for High-Dimensional Data Z. Tian, X. Zhai, G. van Steenpaal, L. Yu, E. Dimara, M. Espadoto, A. Telea (2021) Information (12), 239
Quantitative Comparison of Time-Dependent Treemaps E. Vernier, M. Sondag, J. Comba, B. Speckmann, A. Telea, K. Verbeek (2020) Computer Graphics Forum
Quantitative Evaluation of Time-Dependent Multidimensional Projection Techniques E. Vernier, R. Garcia, I. da Silva, J. Comba, A. Telea (2020) Computer Graphics Forum
Towards a Quantitative Survey of Dimension Reduction Techniques M. Espadoto, R. Martins, A. Kerren, N. Hirata, A. Telea (2019) IEEE TVCG
Quantitative Comparison of Time-Dependent Treemaps E Vernier, M Sondag, J Comba, B Speckmann, A Telea, K Verbeek (2019) arXiv: 1906.06014 [cs.CG]
Quantitative Comparison of Dynamic Treemaps for Software Evolution Visualization E. F. Vernier, J. Comba, A. Telea. Proc. IEEE VISSOFT 2018 (Distinguished paper award)
State of the Art in Edge and Trail Bundling Techniques A. Lhuillier, C. Hurter, A. Telea (2017) Computer Graphics Forum
Visual analytics
A Task-and-Technique Centered Survey on Visual Analytics for Deep Learning Model Engineering R. Garcia, A. Telea, B. da Silva, J. Torresen, J. Comba (2018) Computers and Graphics (77) 30-49
Shape and field processing
Physics-based fluid simulation in computer graphics: Survey, research trends, and challenges X. Wang, Y. Xu, S. Liu, B. Ren, J. Kosinka, A. Telea, J. Wang, C. Song, J. Chang, C. Li, J. Zhang, X. Ban (2023) Computational Visual Media
3D Skeletons: A State-of-the-Art Report A. Tagliasacchi, T. Delame, M. Spagnuolo, N. Amenta, A. Telea. Computer Graphics Forum (2016) 35(2) 573-597,
Comparison of Curve and Surface Skeletonization Methods for Voxel Shapes A. Sobiecki, A. Jalba, A. Telea (2014) Pattern Recognition Letters 47, 147-156
Qualitative Comparison of Contraction-based Curve Skeletonization Methods A. Sobiecki, H. Yasan, A. Jalba, A. Telea (2013) Proc. ISMM
Skeletonization benchmark A collection of algorithms and test shapes to benchmark 3D skeletonization methods.
Quantitative Comparison of Tolerance-Based Feature Transforms D. Reniers, A.Telea (2006) Proc. VISAPP 107-114
Note: All data and code for the above benchmarks is open source. Check this page for downloads.