Luis L. Ferrás

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 9

Top Topics

Diffusion Equation

Temporal Pattern Mining

Top Venues

Math. Comput. Sci.

Publications

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)
M. Fernanda P. Costa, C. Coelho, Luis L. Ferrás
Optimisation Approach for Parameter Estimation of the Generalised PTT Viscoelastic Model. ICCSA (4) (2021)
C. Coelho, M. Fernanda P. Costa, Luis L. Ferrás, Ana Jacinta Soares
Object Detection with RetinaNet on Aerial Imagery: The Algarve Landscape. ICCSA (2) (2021)
Luis L. Ferrás, Neville J. Ford, Maria Luísa Morgado, Magda Rebelo
High-Order Methods for Systems of Fractional Ordinary Differential Equations and Their Application to Time-Fractional Diffusion Equations. Math. Comput. Sci. 15 (4) (2021)
Luis L. Ferrás, Maria Luísa Morgado, Magda Rebelo
A Numerical Method for the Transient Couette Flow of a Distributed-Order Viscoelastic Fluid. ICCSA (4) (2021)
Luis L. Ferrás, Neville J. Ford, Maria Luísa Morgado, Magda Rebelo
A Numerical Method for the Solution of the Time-Fractional Diffusion Equation. ICCSA (1) (2014)