João M. C. Sousa

Modified binary PSO for feature selection using SVM applied to mortality prediction of septic patients

Susana M. Vieira, L.F. Mendonça, Gonçalo J. Farinha et al. · Applied Soft Computing · 2013 · 297 citations

Data Classification, Support Vector Machine, Classification Method +13

Cohen's kappa coefficient as a performance measure for feature selection

Susana M. Vieira, Uzay Kaymak, João M. C. Sousa · 2010 · 271 citations

Engineering, Machine Learning, Feature Selection +19

Missing data in medical databases: Impute, delete or classify?

Federico Cismondi, André S. Fialho, Susana M. Vieira et al. · Artificial Intelligence in Medicine · 2013 · 206 citations

Clinical Database, Diagnosis, Medical Databases +5

Fuzzy predictive control applied to an air-conditioning system

João M. C. Sousa, Robert Babuška, H.B. Verbruggen · Control Engineering Practice · 1997 · 141 citations

Fuzzy Logic, Fuzzy Systems, Engineering +6

Efficiency, cost and life cycle CO2 optimization of fuel cell hybrid and plug-in hybrid urban buses

João Ribau, Carla Silva, João M. C. Sousa · Applied Energy · 2014 · 133 citations

Energy-efficient Transportation, Electrical Engineering, Clean Transportation +10