C. Coelho

15 papers Journal 9Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Neural Chronos ODE: Modelling bidirectional temporal patterns in time-series data.
Expert Syst. Appl.
C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás
2024 J jnl
A Two-Stage Training Method for Modeling Constrained Systems With Neural Networks.
CoRR
C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás
2024 J jnl
An Adaptive Hydropower Management Approach for Downstream Ecosystem Preservation.
CoRR
C. Coelho, M. Jing, M. Fernanda P. Costa, Luís L. Ferrás
2024 J jnl
Enhancing continuous time series modelling with a latent ODE-LSTM approach.
Appl. Math. Comput.
C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás
2024 J jnl
Neural Fractional Differential Equations.
CoRR
C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás
2024 — conf
Tracing Footprints: Neural Networks Meet Non-integer Order Differential Equations For Modelling Systems with Memory.
Tiny Papers @ ICLR
C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás
2023 — conf
A Filter-Based Neural ODE Approach for Modelling Natural Systems with Prior Knowledge Constraints.
PKDD/ECML Workshops (3)
C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás
2023 J jnl
A Self-Adaptive Penalty Method for Integrating Prior Knowledge Constraints into Neural ODEs.
CoRR
C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás
2023 J jnl
Enhancing Continuous Time Series Modelling with a Latent ODE-LSTM Approach.
CoRR
C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás
2023 J jnl
Neural Chronos ODE: Unveiling Temporal Patterns and Forecasting Future and Past Trends in Time Series Data.
CoRR
C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás
2023 — conf
Prior knowledge meets Neural ODEs: a two-stage training method for improved explainability.
Tiny Papers @ ICLR
C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás
2023 — conf
The Influence of Neural Networks on Hydropower Plant Management in Agriculture: Addressing Challenges and Exploring Untapped Opportunities.
AI4KMES@ECAI
C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás
2023 J jnl
The Influence of Neural Networks on Hydropower Plant Management in Agriculture: Addressing Challenges and Exploring Untapped Opportunities.
CoRR
C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás
2021 — conf
Object Detection with RetinaNet on Aerial Imagery: The Algarve Landscape.
ICCSA (2)
C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás, Ana Jacinta Soares
2021 — conf
Optimisation Approach for Parameter Estimation of the Generalised PTT Viscoelastic Model.
ICCSA (4)
M. Fernanda P. Costa, C. Coelho, Luís L. Ferrás
2025 Best paper conf
Assessing the Effectiveness of the Tigress Obfuscator Against MOPSA and BinaryNinja.
CheckMATE
Nicolò Altamura, Enrico Bragastini, Marco Campion, Mila Dalla Preda
2026 Best paper preprint
ASSEMBLAGE-DEEPHISTORY: A Cross-Build Binary Dataset with Temporal Coverage.
arXiv
Chang Liu, Noah Fleischmann, Nicolò Altamura, Edward Raff, James Holt, Kristopher Micinski