Do you have feedback? Would you like to collaborate on future project?

You are welcome to contact us: emalb [at], joost.van.doorn [at], lynda.hardman [at]

About us

This project is a collaboration between CWI and University of Amsterdam (UvA), funded by the Amsterdam Data Science institute (ADS). It was carried out by:

Emma Beauxis-Aussalet is a PhD candidate at CWI and Utrecht University, supervised by Lynda Hardman. She designed the simplified visualization used in Classee, to address the needs of end-users who are not experts in machine learning.

Joost van Doorn is a Master student in Artificial Intelligence at UvA. He was enrolled as a research assistant on the Classee project, and was responsible for the implementation of the visualization tool.

Lynda Hardman is a Professor in Multimedia and Interaction Technology at Utrecht University, and a member of the Management Team at CWI. Se co-supervised the project together with Max Welling.

Max Welling is a Professor in Artificial Intelligence at the University of Amsterdam (UvA). He co-supervised the project together with Lynda Hardman.

Related Publications

Beauxis-Aussalet, E., van Doorn, J., Hardman, L.: Bridging the gap between machine learning experts and end-users with interactive uncertainty visualization. Poster at the EuroGraphics Conference on Visualization (EuroVis), 2015.

Beauxis-Aussalet, E., Hardman, L.: Simplifying the visualization of confusion matrix. Benelux Conference on Artificial Intelligence (BNAIC), 2014.

Beauxis-Aussalet, E., Hardman, L.: Visualization of confusion matrix for non-expert users. Poster at the IEEE Conference on Visualization, 2014.