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Katherine Goode

Orcid: 0000-0003-2863-4470

According to our database1, Katherine Goode authored at least 5 papers between 2020 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

On csauthors.net:

Bibliography

2025
An Explainable Pipeline for Machine Learning with Functional Data.
[BibTeX]
[DOI]
Katherine Goode
,
J. Derek Tucker
,
Daniel Ries
,
Heike Hofmann
CoRR, January, 2025

2024
Characterizing climate pathways using feature importance on echo state networks.
[BibTeX]
[DOI]
Katherine Goode
,
Daniel Ries
,
Kellie McClernon
Stat. Anal. Data Min., August, 2024

2022
Visual diagnostics for explaining machine learning models.
[BibTeX]
[DOI]
Katherine Goode
PhD thesis, 2022

2021
Visual diagnostics of an explainer model: Tools for the assessment of LIME explanations.
[BibTeX]
[DOI]
Katherine Goode
,
Heike Hofmann
Stat. Anal. Data Min., 2021

2020
Explaining Neural Network Predictions for Functional Data Using Principal Component Analysis and Feature Importance.
[BibTeX]
[DOI]
Katherine Goode
,
Daniel Ries
,
Joshua Zollweg
CoRR, 2020


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