Jonatha Sousa Pimentel

Modelling the Behaviour of Currency Exchange Rates with Singular Spectrum Analysis and Artificial Neural Networks

Paulo Canas Rodrigues, Olushina Olawale Awe, Jonatha Sousa Pimentel et al. · Stats · 2020 · 24 citations · Full text

Eurocurrency Market, Macroeconomic Forecasting, Exchange Rate +21

Convolutional Support Vector Models: Prediction of Coronavirus Disease Using Chest X-rays

Mateus Maia, Jonatha Sousa Pimentel, Ivalbert S. Pereira et al. · Information · 2020 · 23 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

The Decomposition and Forecasting of Mutual Investment Funds Using Singular Spectrum Analysis

Paulo Canas Rodrigues, Jonatha Sousa Pimentel, Patrick Messala et al. · Entropy · 2020 · 20 citations · Full text

Forecasting Methodology, Asset Allocation, Portfolio Management +21

Learning Time Acceleration in Support Vector Regression: A Case Study in Educational Data Mining

Jonatha Sousa Pimentel, Raydonal Ospina, Anderson Ara · Stats · 2021 · 14 citations · Full text

Engineering, Machine Learning, Education +21

A novel fusion Support Vector Machine integrating weak and sphere models for classification challenges with massive data

Jonatha Sousa Pimentel, Raydonal Ospina, Anderson Ara · Decision Analytics Journal · 2024 · 10 citations · Full text