João M. C. Sousa

D-Index & Metrics D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines.

Discipline name Citations Publications World Ranking National Ranking

Computer Science D-index 32 Citations 4,997 292 World Ranking 9227 National Ranking 25

Overview

What are the main themes of his work throughout his whole career to date

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.

João M. C. Sousa most often published in these fields:

Machine learning (83.33%)
Artificial intelligence (83.33%)
Fuzzy logic (66.67%)

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

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)

272 Citations

Fuzzy decision making in modeling and control

João M C Sousa;Uzay Kaymak.
World Scientific series in robotics and intelligent systems (2002)

270 Citations

Fuzzy predictive control applied to an air-conditioning system

J.M. Sousa;R. Babuška;H.B. Verbruggen.
Control Engineering Practice (1997)

233 Citations

Genetic algorithms for optimization in predictive control

C. Onnen;R. Babuška;U. Kaymak;J.M. Sousa.
Control Engineering Practice (1997)

174 Citations

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)

138 Citations

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)

137 Citations

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)

117 Citations

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)

109 Citations

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)

109 Citations

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)

106 Citations

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Frequent Co-Authors

External Links

Personal Website for João M. C. Sousa