Germano C. Vasconcelos

A New Intelligent System Methodology for Time Series Forecasting with Artificial Neural Networks

Tiago A. E. Ferreira, Germano C. Vasconcelos, Paulo J. L. Adeodato · Neural Processing Letters · 2008 · 102 citations

Artificial Intelligence, Intelligent Forecasting, Forecasting Methodology +10

A hybrid search method for the vehicle routing problem with time windows

Humberto César Brandão de Oliveira, Germano C. Vasconcelos · Annals of Operations Research · 2008 · 62 citations

Mathematical Programming, Vehicle Routing, Heuristic Search +11

MLP ensembles improve long term prediction accuracy over single networks

Paulo J. L. Adeodato, Adrian L. Arnaud, Germano C. Vasconcelos et al. · International Journal of Forecasting · 2009 · 55 citations

Engineering, Machine Learning, Data Science +12

Boosting the performance of over-sampling algorithms through under-sampling the minority class

Romero Morais, Germano C. Vasconcelos · Neurocomputing · 2019 · 52 citations

Engineering, Machine Learning, Data Science +12

Investigating feedforward neural networks with respect to the rejection of spurious patterns

Germano C. Vasconcelos, M.C. Fairhurst, D.L. Bisset · Pattern Recognition Letters · 1995 · 42 citations

Spurious Patterns, Engineering, Machine Learning +12