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Javier Barbero-Gómez
ORCID
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 8
Top Topics
Convolutional Neural Networks
Colorectal Cancer
Ordinal Classification
Life Sciences
Top Venues
IWANN (2)
CoRR
CISIS-ICEUTE
IEEE Trans. Neural Networks Learn. Syst.
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Publications
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Javier Barbero-Gómez
,
Pedro Antonio Gutiérrez
,
César Hervás-Martínez
Error-Correcting Output Codes in the Framework of Deep Ordinal Classification.
Neural Process. Lett.
55 (5) (2023)
Víctor Manuel Vargas
,
Pedro Antonio Gutiérrez
,
Javier Barbero-Gómez
,
César Hervás-Martínez
Activation Functions for Convolutional Neural Networks: Proposals and Experimental Study.
IEEE Trans. Neural Networks Learn. Syst.
34 (3) (2023)
Víctor Manuel Vargas
,
Pedro Antonio Gutiérrez
,
Javier Barbero-Gómez
,
César Hervás-Martínez
Soft labelling based on triangular distributions for ordinal classification.
Inf. Fusion
93 (2023)
Javier Barbero-Gómez
,
Ricardo Cruz
,
Jaime S. Cardoso
,
Pedro Antonio Gutiérrez
,
César Hervás-Martínez
Evaluating the Performance of Explanation Methods on Ordinal Regression CNN Models.
IWANN (2)
(2023)
David Guijo-Rubio
,
Víctor Manuel Vargas
,
Javier Barbero-Gómez
,
Jose V. Die
,
Pablo González-Moreno
Hackathon in Teaching: Applying Machine Learning to Life Sciences Tasks.
CISIS-ICEUTE
(2022)
Javier Barbero-Gómez
,
Pedro Antonio Gutiérrez
,
César Hervás-Martínez
Error-Correcting Output Codes in the Framework of Deep Ordinal Classification.
IWANN (2)
(2021)
Javier Barbero-Gómez
,
Pedro Antonio Gutiérrez
,
Víctor Manuel Vargas
,
Juan-Antonio Vallejo-Casas
,
César Hervás-Martínez
An ordinal CNN approach for the assessment of neurological damage in Parkinson's disease patients.
Expert Syst. Appl.
182 (2021)
Javier Barbero-Gómez
,
Pedro Antonio Gutiérrez
,
Víctor Manuel Vargas
,
Juan-Antonio Vallejo-Casas
,
César Hervás-Martínez
An ordinal CNN approach for the assessment of neurological damage in Parkinson's disease patients.
CoRR
(2021)