The study of Fuzzy set operations and Fuzzy classification are components of his Fuzzy control system research. Fuzzy set operations is closely attributed to Fuzzy control system in his research. He integrates many fields, such as Machine learning and Decision tree, in his works. Many of his studies on Artificial intelligence involve topics that are commonly interrelated, such as Classifier (UML). João M. C. Sousa integrates Fuzzy logic with Soft computing in his study. The study of Internal medicine is intertwined with the study of Logistic regression in a number of ways. He incorporates Data mining and Decision tree in his research. He incorporates Emergency medicine and Intensive care unit in his research. In his articles, João M. C. Sousa combines various disciplines, including Intensive care unit and Emergency medicine.
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Modified binary PSO for feature selection using SVM applied to mortality prediction of septic patients
Susana M. Vieira;Luís F. Mendonça;Gonçalo J. Farinha;João M.C. Sousa.
Applied Soft Computing (2013)
Fuzzy decision making in modeling and control
João M C Sousa;Uzay Kaymak.
World Scientific series in robotics and intelligent systems (2002)
Fuzzy predictive control applied to an air-conditioning system
J.M. Sousa;R. Babuška;H.B. Verbruggen.
Control Engineering Practice (1997)
Genetic algorithms for optimization in predictive control
C. Onnen;R. Babuška;U. Kaymak;J.M. Sousa.
Control Engineering Practice (1997)
Cohen's kappa coefficient as a performance measure for feature selection
Susana M. Vieira;Uzay Kaymak;Joao M. C. Sousa.
ieee international conference on fuzzy systems (2010)
Missing data in medical databases: Impute, delete or classify?
Federico Cismondi;André S. Fialho;Susana M. Vieira;Shane R. Reti.
Artificial Intelligence in Medicine (2013)
Classification of new electricity customers based on surveys and smart metering data
Joaquim L. Viegas;Susana M. Vieira;R. Melício;R. Melício;V.M.F. Mendes;V.M.F. Mendes.
Energy (2016)
Distributed supply chain management using ant colony optimization
C.A. Silva;J.M.C. Sousa;T.A. Runkler;J.M.G. Sá da Costa.
European Journal of Operational Research (2009)
An architecture for fault detection and isolation based on fuzzy methods
L. F. Mendonça;J. M. C. Sousa;J. M. G. Sá da Costa.
Expert Systems With Applications (2009)
Data mining using clinical physiology at discharge to predict ICU readmissions
A. S. Fialho;F. Cismondi;S. M. Vieira;S. R. Reti.
Expert Systems With Applications (2012)
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