Kyle Overton

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 5

Top Topics

Visual Exploration

Amino Acid Sequences

Protein Function

Visual Analytics

Top Venues

Digit. Creativity

IEEE Computer Graphics and Applications

IEEE Trans. Vis. Comput. Graph.

Publications

Jun Yuan, Brian Barr, Kyle Overton, Enrico Bertini
Visual Exploration of Machine Learning Model Behavior With Hierarchical Surrogate Rule Sets. IEEE Trans. Vis. Comput. Graph. 30 (2) (2024)
Jun Yuan, Gromit Yeuk-Yin Chan, Brian Barr, Kyle Overton, Kim Rees, Luis Gustavo Nonato, Enrico Bertini, Cláudio T. Silva
SUBPLEX: A Visual Analytics Approach to Understand Local Model Explanations at the Subpopulation Level. IEEE Computer Graphics and Applications 42 (6) (2022)
Jun Yuan, Brian Barr, Kyle Overton, Enrico Bertini
Visual Exploration of Machine Learning Model Behavior with Hierarchical Surrogate Rule Sets. CoRR (2022)
Gromit Yeuk-Yin Chan, Jun Yuan, Kyle Overton, Brian Barr, Kim Rees, Luis Gustavo Nonato, Enrico Bertini, Cláudio T. Silva
SUBPLEX: Towards a Better Understanding of Black Box Model Explanations at the Subpopulation Level. CoRR (2020)
Jiangmei Wu, Susanne Ressl, Kyle Overton
Light Harvest: an interactive sculptural installation based on folding and mapping proteins. Digit. Creativity 29 (4) (2018)
Kyle Overton
"Hello World": A Digital Quandary and the Apotheosis of the Human. CHI Extended Abstracts (2015)