Alexandre Rodrigues

Monthly energy consumption forecast: A deep learning approach

Rodrigo F. Berriel, André T. Lopes, Alexandre Rodrigues et al. · 2017 · 106 citations

Energy Consumption, Monthly Energy Consumption, Deep Neural Networks +14

An experimental methodology to evaluate machine learning methods for fault diagnosis based on vibration signals

Thomas W. Rauber, Antonio Luiz da Silva Loca, Francisco de Assis Boldt et al. · Expert Systems with Applications · 2020 · 94 citations

Fault Diagnosis, Reliability Engineering, Engineering +13

Sampling approaches for applying DBSCAN to large datasets

Diego Luchi, Alexandre Rodrigues, Flávio Miguel Varejão · Pattern Recognition Letters · 2018 · 87 citations

Cluster Computing, Engineering, Data Optimization +8

A Class of Convolution-Based Models for Spatio-Temporal Processes with Non-Separable Covariance Structure

Alexandre Rodrigues, Peter J. Diggle · Scandinavian Journal of Statistics · 2010 · 78 citations

Engineering, Spatio-temporal Processes, New Parametric Family +19

Estimation of seasonal fractionally integrated processes

Valdério Anselmo Reisen, Alexandre Rodrigues, Wilfredo Palma · Computational Statistics & Data Analysis · 2004 · 49 citations · Full text

Meteorology, Data Assimilation, Engineering +7