Alex Telea
Universiteit Utrecht
H-index: 51
Europe-Netherlands
Top articles of Alex Telea
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
DeforestVis: Behavior Analysis of Machine Learning Modelswith Surrogate Decision Stumps | Computer graphics forum (Print) | Angelos Chatzimparmpas Rafael Messias Martins Alexandru C Telea Andreas Kerren | 2024 |
Physics-based fluid simulation in computer graphics: Survey, research trends, and challenges | Xiaokun Wang Yanrui Xu Sinuo Liu Bo Ren Jiří Kosinka | 2024/4/27 | |
Interpreting Mineral Deposit Genesis Classification with Decision Maps: A Case Study Using Pyrite Trace Elements | American Mineralogist | Yu Wang Kun-Feng Qiu Alexandru C Telea Zhao-Liang Hou Tong Zhou | 2024/3/28 |
Monte Carlo Vortical Smoothed Particle Hydrodynamics for Simulating Turbulent Flows | Xingyu Ye Xiaokun Wang Yanrui Xu Jiri Kosinka Alexandru C Telea | 2024 | |
Linking data separation, visual separation, and classifier performance using pseudo-labeling by contrastive learning | arXiv preprint arXiv:2302.02663 | Bárbara Caroline Benato Alexandre Xavier Falcão Alexandru-Cristian Telea | 2023/2/6 |
DeforestVis: Behaviour Analysis of Machine Learning Models with Surrogate Decision Stumps | Computer Graphics Forum | Angelos Chatzimparmpas Rafeal M Martins Alexandru C Telea Andreas Kerren | 2023/3/31 |
ShaRP: Shape-regularized multidimensional projections | arXiv preprint arXiv:2306.00554 | Alister Machado Alexandru Telea Michael Behrisch | 2023/6/1 |
Keynote: In Varietate Concordia: How Software Visualization and Information Visualization Have Evolved From, Around, and Along Each Other | Alexandru C Telea | 2023/10/1 | |
Spline-Based Dense Medial Descriptors for Image Simplification Using Saliency Maps | Computer Vision, Imaging and Computer Graphics Theory and Applications: 16th International Joint Conference, VISIGRAPP 2021, Virtual Event, February 8–10, 2021, Revised Selected Papers | Alexandru Telea | 2023/2/1 |
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 Andrienko Natalia Andrienko Brian D Fisher Rafael M Martins | 2023/3/23 |
Quantitative and Qualitative Comparison of Decision-Map Techniques for Explaining Classification Models | Algorithms | Yu Wang Alister Machado Alexandru Telea | 2023/9/11 |
Interpreting Machine Learning Models for Geochemistry Data Classification using Decision Boundary Maps | EGU General Assembly Conference Abstracts | Yu Wang Kunfeng Qiu Alexandru Telea Zhaoliang Hou Haocheng Yu | 2023/5 |
Decoupling Judgment and Decision Making: A Tale of Two Tails | IEEE Transactions on Visualization and Computer Graphics | Başak Oral Pierre Dragicevic Alexandru Telea Evanthia Dimara | 2023/12/25 |
Stabilizing and Simplifying Sharpened Dimensionality Reduction Using Deep Learning | SN Computer Science | Mateus Espadoto Youngjoo Kim Scott C Trager Jos BTM Roerdink Alexandru C Telea | 2023/3/3 |
Scaling up the explanation of multidimensional projections | EuroVis Workshop on Visual Analytics (EuroVA) | Julian Thijssen Zonglin Tian Alex Telea | 2023 |
Deep feature annotation by iterative meta-pseudo-labeling on 2D projections | Pattern Recognition | Bárbara C Benato Alexandru C Telea Alexandre X Falcão | 2023/9/1 |
Beyond Planarity: A Spring-Based Approach | arXiv preprint arXiv:2304.07274 | Simon van Wageningen Tamara Mchedlidze Alexandru Telea | 2023/4/14 |
An Implicitly Stable Mixture Model for Dynamic Multi-fluid Simulations | Yanrui Xu Xiaokun Wang Jiamin Wang Chongming Song Tiancheng Wang | 2023/12/10 | |
Visualizing high-dimensional functions with dense maps | SN Computer Science | Mateus Espadoto Francisco CM Rodrigues Nina ST Hirata Alexandru C Telea | 2023/2/22 |
Beyond the Third Dimension: How Multidimensional Projections and Machine Learning Can Help Each Other. | Alexandru C Telea | 2023 |
Co-Authors
