Paulo Martins Engel

Dealing with non-stationary environments using context detection

Bruno C. da Silva, Eduardo W. Basso, Ana L. C. Bazzan et al. · 2006 · 160 citations

Computing, Decision Sciences, Machine Learning +10

Exploration method using harmonic functions

Edson Prestes e Silva, Paulo Martins Engel, Marcelo Trevisan et al. · Robotics and Autonomous Systems · 2002 · 84 citations

Natural Sciences, Mathematics, Physics +11

A Fast Incremental Gaussian Mixture Model

Rafael Pinto, Paulo Martins Engel · PLoS ONE · 2015 · 73 citations · Full text

Computing, Computer Science, Algorithms +14

Autocorrelation and partial autocorrelation functions to improve neural networks models on univariate time series forecasting

João Henrique Ferreira Flores, Paulo Martins Engel, Rafael Pinto · 2012 · 70 citations

Computing, Computer Science, Artificial Intelligence +15

Exploratory Navigation Based on Dynamical Boundary Value Problems

Marcelo Trevisan, Marco Idiart, Edson Prestes et al. · Journal of Intelligent & Robotic Systems · 2006 · 36 citations

Engineering, Autonomous Systems, Dynamical Systems +7