Alexandre Rodrigues

Monthly energy consumption forecast: A deep learning approach

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

Computing, Computer Science, Forecasting +16

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 · 99 citations

Computing, Computer Science, Mechanical Engineering +16

Sampling approaches for applying DBSCAN to large datasets

Diego Luchi, Alexandre Rodrigues, Flávio Miguel Varejão · Pattern Recognition Letters · 2018 · 89 citations

Computing, Computer Science, Information Technology +12

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

Computing, Data Science, Spatial Data Analysis +14

Estimation of seasonal fractionally integrated processes

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

Natural Sciences, Earth Sciences, Meteorology +10