Jake S. Rhodes

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 6

Top Topics

Ensemble Methods

Base Classifiers

Data Exploration

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Shuang Ni, Adrien Aumon, Guy Wolf, Kevin R. Moon, Jake S. Rhodes
Enhancing Supervised Visualization through Autoencoder and Random Forest Proximities for Out-of-Sample Extension. CoRR (2024)
Jake S. Rhodes, Adele Cutler, Kevin R. Moon
Geometry- and Accuracy-Preserving Random Forest Proximities. IEEE Trans. Pattern Anal. Mach. Intell. 45 (9) (2023)
Jake S. Rhodes
Supervised Manifold Learning via Random Forest Geometry-Preserving Proximities. CoRR (2023)
Jake S. Rhodes, Adele Cutler, Kevin R. Moon
Geometry- and Accuracy-Preserving Random Forest Proximities. CoRR (2022)
Jake S. Rhodes, Adele Cutler, Guy Wolf, Kevin R. Moon
Random Forest-Based Diffusion Information Geometry for Supervised Visualization and Data Exploration. SSP (2021)
Jake S. Rhodes, Adele Cutler, Guy Wolf, Kevin R. Moon
Supervised Visualization for Data Exploration. CoRR (2020)