Ricardo A. Rios

In-depth comparison of deep artificial neural network architectures on seismic events classification

João Paulo Canário, Rodrigo Fernandes de Mello, Millaray Curilem et al. · Journal of Volcanology and Geothermal Research · 2020 · 63 citations

Artificial Intelligence, Convolutional Neural Network, Deep Neural Networks +9

Decomposing time series into deterministic and stochastic influences: A survey

Felipe S.L.G. Duarte, Ricardo A. Rios, Eduardo R. Hruschka et al. · Digital Signal Processing · 2019 · 48 citations

Engineering, Data Science, Stochastic Dynamical System +5

Applying Empirical Mode Decomposition and mutual information to separate stochastic and deterministic influences embedded in signals

Ricardo A. Rios, Rodrigo Fernandes de Mello · Signal Processing · 2015 · 46 citations

Statistical Signal Processing, Engineering, Information Theory +10

Improving time series modeling by decomposing and analyzing stochastic and deterministic influences

Ricardo A. Rios, Rodrigo Fernandes de Mello · Signal Processing · 2013 · 42 citations · Full text

Forecasting Methodology, Time Series Modeling, Deterministic Influences +10

Using dynamical systems tools to detect concept drift in data streams

Fausto Guzzo da Costa, Ricardo A. Rios, Rodrigo Fernandes de Mello · Expert Systems with Applications · 2016 · 30 citations

Engineering, Concept Drift, Shift Detection +14