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Gabriel Appleby
Gabriel Appleby
AI and Visualization Researcher, NREL
Verified email at nrel.gov - Homepage
Title
Cited by
Cited by
Year
Kriging convolutional networks
G Appleby, L Liu, LP Liu
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 3187-3194, 2020
512020
Efficient discovery of visible light-activated azoarene photoswitches with long half-lives using active search
F Mukadum, Q Nguyen, DM Adrion, G Appleby, R Chen, H Dang, ...
Journal of Chemical Information and Modeling 61 (11), 5524-5534, 2021
172021
Unprojection: Leveraging inverse-projections for visual analytics of high-dimensional data
M Espadoto, G Appleby, A Suh, D Cashman, M Li, C Scheidegger, ...
IEEE Transactions on Visualization and Computer Graphics 29 (2), 1559-1572, 2021
162021
Knowledge graphs in practice: characterizing their users, challenges, and visualization opportunities
H Li, G Appleby, CD Brumar, R Chang, A Suh
IEEE Transactions on Visualization and Computer Graphics, 2023
72023
Are metrics enough? guidelines for communicating and visualizing predictive models to subject matter experts
A Suh, G Appleby, EW Anderson, L Finelli, R Chang, D Cashman
IEEE Transactions on Visualization and Computer Graphics, 2023
6*2023
HyperNP: Interactive Visual Exploration of Multidimensional Projection Hyperparameters
G Appleby, M Espadoto, R Chen, S Goree, AC Telea, EW Anderson, ...
Computer Graphics Forum 41 (3), 169-181, 2022
52022
Characterizing the users, challenges, and visualization needs of knowledge graphs in practice
H Li, G Appleby, CD Brumar, R Chang, A Suh
arXiv preprint arXiv:2304.01311, 2023
12023
Attention is All They Need: Exploring the Media Archaeology of the Computer Vision Research Paper
S Goree, G Appleby, D Crandall, N Su
arXiv preprint arXiv:2209.11200, 2022
12022
LinkQ: An LLM-Assisted Visual Interface for Knowledge Graph Question-Answering
H Li, G Appleby, A Suh
arXiv preprint arXiv:2406.06621, 2024
2024
A Typology of Decision-Making Tasks for Visualization
CD Brumar, S Molnar, G Appleby, K Potter, R Chang
arXiv preprint arXiv:2404.08812, 2024
2024
Interactive Explanation of Visual Patterns in Dimensionality Reductions with Predicate Logic
B Montambault, G Appleby, J Rogers, CD Brumar, M Li, R Chang
arXiv preprint arXiv:2404.07386, 2024
2024
A Preliminary Roadmap for LLMs as Assistants in Exploring, Analyzing, and Visualizing Knowledge Graphs
H Li, G Appleby, A Suh
arXiv preprint arXiv:2404.01425, 2024
2024
RekomGNN: Visualizing, Contextualizing and Evaluating Graph Neural Networks Recommendations
CD Brumar, G Appleby, J Rogers, T Matinde, L Thompson, R Chang, ...
arXiv preprint arXiv:2310.11562, 2023
2023
Communicating Performance of Regression Models Using Visualization in Pharmacovigilance
A Suh, G Appleby, EW Anderson, L Finelli, D Cashman
2021 IEEE Workshop on Visual Analytics in Healthcare (VAHC), 6-13, 2021
2021
HyperNP: Interactive Visual Exploration of Multidimensional Projection Hyperparameters
G Appleby, M Espadoto, R Chen, S Goree, A Telea, EW Anderson, ...
arXiv preprint arXiv:2106.13777, 2021
2021
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