Pedro Henrique Melo Albuquerque

The best of two worlds: Forecasting high frequency volatility for cryptocurrencies and traditional currencies with Support Vector Regression

Yaohao Peng, Pedro Henrique Melo Albuquerque, Jader Martins Camboim de Sá et al. · Expert Systems with Applications · 2017 · 258 citations

Traditional Currencies, Volatility Modeling, Economic Forecasting +9

Urban Centrality: A Simple Index

Rafael H. M. Pereira, Vanessa Gapriotti Nadalin, Leonardo Monteiro Monastério et al. · Geographical Analysis · 2012 · 109 citations

Urban Geography, Urban Theory, Urban Design +11

Volatility forecasting via SVR–GARCH with mixture of Gaussian kernels

Pedro Correia Santos Bezerra, Pedro Henrique Melo Albuquerque · Computational Management Science · 2016 · 75 citations

Volatility Modeling, Predictive Analytics, Gaussian Process +2

Feature selection and deep neural networks for stock price direction forecasting using technical analysis indicators

Yaohao Peng, Pedro Henrique Melo Albuquerque, Herbert Kimura et al. · Machine Learning with Applications · 2021 · 71 citations · Full text

Extending the Latent Dirichlet Allocation model to presence/absence data: A case study on North American breeding birds and biogeographical shifts expected from climate change

Denis Valle, Pedro Henrique Melo Albuquerque, Qing Zhao et al. · Global Change Biology · 2018 · 46 citations · Full text

Range Shift, Community Structure, Biodiversity +14