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portfolio

publications

General Line Coordinates in 3D

Published in 2023 27th International Conference Information Visualisation (IV), 2023

This paper is about the benefits of using GLC-3D in helping data scientists understand data intuitively.

Recommended citation: Martinez, Joshua & Kovalerchuk, Boris. (2023). General Line Coordinates in 3D. 308-315. 10.1109/IV60283.2023.00059.
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Visual Explanation of Machine Learning Models in Shifted Paired Coordinates in 3D

Published in 2024 27th International Conference Information Visualisation (IV), 2024

This paper is about how domain experts can gain better trust for black-box machine learning models.

Recommended citation: Kovalerchuk, Boris & Martinez, Joshua & Fleagle, Michael. (2024). Visual Explanation of Machine Learning Models in Shifted Paired Coordinates in 3D. 1-8. 10.1109/IV64223.2024.00052.
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talks

teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post.

Teaching experience 2

Workshop, University 1, Department, 2015

This is a description of a teaching experience. You can use markdown like any other post.