Publications
Publicações

Publications

The construction of figured numbers in GeoGebra software using algebraic properties

F.E. Barros

F.R.V. Alves

R.T. de Sousa

DOI

MSM.app: An Interactive Web Tool for Survival Analysis and Advanced Multi-State Modeling

Gustavo Soutinho

DOI

A method for determining groups in cumulative incidence curves in competing risk data

Biometrical Journal | 2024

Marta Sestelo

Nora Villanueva

Javier Roca‐Pardiñas

DOI

Equilibrium of a kinetic model of oscillating patterns for chronic autoimmune diseases

Kinetic and Related Models | 2024

Global attractivity criteria for a discrete-time Hopfield neural network model with unbounded delays involving singular M-matrices

4th Portuguese Meeting in Biomathematics | 2024

Ana Teixeira

A Machine Learning Approach for Points of Interest Extraction and Event Classification

IFIP Advances in Information and Communication Technology | 2024

Pedro Dias

Pedro Guimarães

Weronika Wojtak

Wolfram Erlhagen

Sérgio Monteiro

Emanuel Sousa

DOI

Integrating Machine Learning and GIS for Improved Seismic Hazard Assessment in Urban Areas

MedGU 2024 | 2024

Óscar Costa

Paula Reis

António da Silva

Vision Inspection Design for Systematic Production of Needle Beds: An Industrial Application

Luís Freitas

José Vicente

Filipe Pereira

Francisco Morais

João Bessa

DOI

An urban system mathematical approach with human factor: The case of pedestrianization in a consolidated area

Ecological Modelling | 2024

Giorgio Tosato

DOI

A BGK-Type Model for Multi-component Gas Mixtures Undergoing a Bimolecular Chemical Reaction

Journal of Statistical Physics | 2024

G. Martalò

R. Travaglini

DOI

Developing a 3D Web-GIS Mapping Platform to Support Seismic Vulnerability: An Introduction

1st UMinho Research and Innovation Open Days | 2024

Óscar Costa

Paula Reis

António Silva

Reliability of the Implant Stability Measurement Performed at the Abutment Level. A Retrospective Clinical Trial and an In Vitro Research

The International Journal of Oral & Maxillofacial Implants | 2024

José Ferreira

Marco Parente

João Ramos

DOI

GIS Multisource Data for the Seismic Risk Assessment of Urban Areas

XVII Encontro Nacional de Riscos | 2024

Óscar Costa

Amélia Reis

António Silva

Hermite-Hadamard inequalities for quantum integrals: A unified approach

Applied Mathematics and Computation | 2024

Enas Shehata

DOI

Advanced Mathematical Approaches in Psycholinguistic Data Analysis: A Methodological Insight

Fractal and Fractional | 2023

Victor Leiva

Maria Lourenço-Gomes

DOI

On the Use of Machine Learning Techniques and Non-Invasive Indicators for Classifying and Predicting Cardiac Disorders

Biomedicines | 2023

Raydonal Ospina

Adenice Ferreira

Hélio Oliveira

Victor Leiva

DOI

A Self-Adaptive Penalty Method for Integrating Prior Knowledge Constraints into Neural ODEs

European Conference on Artificial Intelligence (ECAI) | 2023

M. Fernanda P. Costa

Improving Neural ODEs Explainability: A Two-Stage Training Method for Modeling Constrained Natural Systems

European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Turin, Italy (Accepted) | 2023

M. Fernanda P. Costa

A Study on Adaptive Penalty Functions in Neural ODEs for Real Systems Modeling

21st International Conference of Numerical Analysis and Applied Mathematics | 2023

M. Fernanda P. Costa

A Filter-based Neural ODE Approach for Modelling Natural Systems with Prior Knowledge Constraints

M. Fernanda P. Costa

DOI

A Suite of XAI techniques for Understanding Neural Ordinary Differential Equations

C. Coelho

M. Fernanda P. Costa

Enhancing Continuous Time Series Modelling with a Latent ODE-LSTM Approach

DOI

Not All Roses: The Impact of Neural Networks for Hydropower Plant Management in Agriculture

ECAI 2023 Workshop on Artificial Intelligence for Sustainability | 2023

M. Fernanda P. Costa

Improved decay estimates and C²-asymptotic stability of solutions to the Einstein-scalar field system in spherical symmetry

Journal of Hyperbolic Differential Equations | 2023

João Costa

Rodrigo Duarte

DOI