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Guillermo Fernández
ORCID
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 3
Top Topics
Error Analysis
Fuzzy Rules
Naive Bayes
Cerebellar Model Articulation Controller
Top Venues
IEEE Trans. Fuzzy Syst.
FUZZ
IDA (2)
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Publications
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Guillermo Fernández
,
Riccardo Guidotti
,
Fosca Giannotti
,
Mattia Setzu
,
Juan A. Aledo
,
José A. Gámez
,
José Miguel Puerta
FLocalX - Local to Global Fuzzy Explanations for Black Box Classifiers.
IDA (2)
(2024)
Guillermo Fernández
,
José A. Gámez
,
José Miguel Puerta
,
Juan A. Aledo
,
Jose Maria Alonso-Moral
,
Alberto Bugarín
A User Study on the Utility of Context-Aware Explanations for Assisting Data Scientists in Error Analysis of Fuzzy Decision Trees.
FUZZ
(2024)
Guillermo Fernández
,
Juan A. Aledo
,
José Antonio Gámez
,
José Miguel Puerta
Factual and Counterfactual Explanations in Fuzzy Classification Trees.
IEEE Trans. Fuzzy Syst.
30 (12) (2022)