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C. Coelho
ORCID
Publication Activity (10 Years)
Years Active: 2023-2023
Publications (10 Years): 5
Top Topics
Temporal Patterns
Natural Resources
Multivariate Time Series
Prior Knowledge
Top Venues
CoRR
Tiny Papers @ ICLR
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Publications
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C. Coelho
,
M. Fernanda P. Costa
,
Luis L. Ferrás
Enhancing Continuous Time Series Modelling with a Latent ODE-LSTM Approach.
CoRR
(2023)
C. Coelho
,
M. Fernanda P. Costa
,
Luis L. Ferrás
Neural Chronos ODE: Unveiling Temporal Patterns and Forecasting Future and Past Trends in Time Series Data.
CoRR
(2023)
C. Coelho
,
M. Fernanda P. Costa
,
Luis L. Ferrás
The Influence of Neural Networks on Hydropower Plant Management in Agriculture: Addressing Challenges and Exploring Untapped Opportunities.
CoRR
(2023)
C. Coelho
,
M. Fernanda P. Costa
,
Luis L. Ferrás
Prior knowledge meets Neural ODEs: a two-stage training method for improved explainability.
Tiny Papers @ ICLR
(2023)
C. Coelho
,
M. Fernanda P. Costa
,
Luis L. Ferrás
A Self-Adaptive Penalty Method for Integrating Prior Knowledge Constraints into Neural ODEs.
CoRR
(2023)