Joao M. C. Sousa - researchr alias

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Viewing Publication 1 - 36 from 36

2016

Nonlinear economic model predictive control strategy for active smart buildingsRui Mirra Santos, Yi Zong, Joao M. C. Sousa, Luís Mendonça, Anders Thavlov. isgteurope 2016: 1-6 [doi]

2015

Fuzzy modeling based on Mixed Fuzzy Clustering for health care applicationsMarta C. Ferreira, Catia M. Salgado, Joaquim P. L. Viegas, Hanna Schafer, Carlos S. Azevedo, Susana M. Vieira, Joao M. C. Sousa. fuzzIEEE 2015: 1-5 [doi]

Fuzzy clustering and prediction of electricity demand based on household characteristicsJoaquim P. L. Viegas, Susana M. Vieira, Joao M. C. Sousa. eusflat 2015:

2014

2013

Reducing unnecessary lab testing in the ICU with artificial intelligenceFederico Cismondi, Leo A. Celi, André S. Fialho, Susana M. Vieira, Shane R. Reti, Joao M. C. Sousa, Stan N. Finkelstein. ijmi, 82(5):345-358, 2013. [doi]

Predicting intensive care unit readmissions using probabilistic fuzzy systemsAndré S. Fialho, Uzay Kaymak, Federico Cismondi, Susana Margarida Vieira, Shane R. Reti, Joao M. C. Sousa, Stan N. Finkelstein. fuzzIEEE 2013: 1-7 [doi]

Data mining and modeling to predict the necessity of vasopressors for ICU patientsJose M. Rodrigues, André S. Fialho, Susana M. Vieira, Luís F. Mendonça, Joao M. C. Sousa. fuzzIEEE 2013: 1-6 [doi]

Modified binary PSO for feature selection using SVM applied to mortality prediction of septic patientsSusana M. Vieira, Luís F. Mendonça, Goncalo J. Farinha, Joao M. C. Sousa. asc, 13(8):3494-3504, 2013. [doi]

A decision support system for ICU readmissions preventionSusana M. Vieira, Joao P. Carvalho, André S. Fialho, Shane R. Reti, Stan N. Finkelstein, Joao M. C. Sousa. ifsa 2013: 251-256 [doi]

2012

ANN validation system for ICU neonatal dataFederico Cismondi, André S. Fialho, Xiaoning Lu, Susana M. Vieira, James E. Gray, Shane R. Reti, Joao M. C. Sousa, Stan N. Finkelstein. ijcnn 2012: 1-4 [doi]

SCant-design: Closed loop supply chain design using ant colony optimizationVasco M. C. Esteves, Joao M. C. Sousa, Carlos A. Silva, Ana Paula F. D. Barbosa-Póvoa, Maria Isabel Gomes Salema. cec 2012: 1-8 [doi]

Data mining using clinical physiology at discharge to predict ICU readmissionsAndré S. Fialho, Federico Cismondi, Susana M. Vieira, Shane R. Reti, Joao M. C. Sousa, Stan N. Finkelstein. eswa, 39(18):13158-13165, 2012. [doi]

Probabilistic fuzzy prediction of mortality in intensive care unitsAndré S. Fialho, Uzay Kaymak, Rui Jorge Almeida, Federico Cismondi, Susana M. Vieira, Shane R. Reti, Joao M. C. Sousa, Stan N. Finkelstein. fuzzIEEE 2012: 1-8 [doi]

Metaheuristics for feature selection: Application to sepsis outcome predictionSusana M. Vieira, Luís F. Mendonça, Goncalo J. Farinha, Joao M. C. Sousa. cec 2012: 1-8 [doi]

Fuzzy criteria for feature selectionSusana M. Vieira, Joao M. C. Sousa, Uzay Kaymak. fss, 189(1):1-18, 2012. [doi]

2011

Predicting laboratory testing in intensive care using fuzzy and neural modelingFederico Cismondi, André S. Fialho, Susana M. Vieira, Joao M. C. Sousa, Shane R. Reti, Leo A. Celi, Michael D. Howell, Stan N. Finkelstein. fuzzIEEE 2011: 2096-2103 [doi]

Computational intelligence methods for processing misaligned, unevenly sampled time series containing missing dataFederico Cismondi, André S. Fialho, Susana M. Vieira, Joao M. C. Sousa, Shane R. Reti, Michael D. Howell, Stan N. Finkelstein. cidm 2011: 224-231 [doi]

Fuzzy modeling to predict administration of vasopressors in intensive care unit patientsAndré S. Fialho, Federico Cismondi, Susana M. Vieira, Joao M. C. Sousa, Shane R. Reti, Leo A. Celi, Michael D. Howell, Stan N. Finkelstein. fuzzIEEE 2011: 2296-2303 [doi]

Predicting septic shock outcomes in a database with missing data using fuzzy modeling: Influence of pre-processing techniques on real-world data-based classificationRuben D. M. A. Pereira, André S. Fialho, Federico Cismondi, Susana M. Vieira, Joao M. C. Sousa, Rui Jorge Almeida, Uzay Kaymak, Shane R. Reti, Michael D. Howell, Stan N. Finkelstein. fuzzIEEE 2011: 2507-2512 [doi]

2010

A new approach to dealing with missing values in data-driven fuzzy modelingRui Jorge Almeida, Uzay Kaymak, Joao M. C. Sousa. fuzzIEEE 2010: 1-7 [doi]

Fault tolerant control using evolving fuzzy modelingDavyd da Cruz Chivala, Luís F. Mendonça, Joao M. C. Sousa, José M. G. Sá da Costa. fuzzIEEE 2010: 1-8 [doi]

Application of evolving fuzzy modeling to fault tolerant controlDavyd da Cruz Chivala, Luís F. Mendonça, Joao M. C. Sousa, José M. G. Sá da Costa. evs, 1(4):209-223, 2010. [doi]

Ant Feature Selection Using Fuzzy Decision FunctionsSusana M. Vieira, Joao M. C. Sousa, Uzay Kaymak. In Weldon A. Lodwick, Janusz Kacprzyk, editors, Fuzzy Optimization - Recent Advances and Applications. Volume 254 of Studies in Fuzziness and Soft Computing, pages 343-364, Springer, 2010. [doi]

Cohen's kappa coefficient as a performance measure for feature selectionSusana M. Vieira, Uzay Kaymak, Joao M. C. Sousa. fuzzIEEE 2010: 1-8 [doi]

2008

Fuzzy rule extraction from typicality and membership partitionsRui Jorge Almeida, Uzay Kaymak, Joao M. C. Sousa. fuzzIEEE 2008: 1964-1970 [doi]

Fault accommodation of an experimental three tank system using fuzzy predictive controlLuís F. Mendonça, Joao M. C. Sousa, José M. G. Sá da Costa. fuzzIEEE 2008: 1619-1625 [doi]

2006

A New Feature Selection Criterion for Fuzzy ClassificationRui Jorge Almeida, Carlos A. Silva, Joao M. C. Sousa. fuzzIEEE 2006: 437-444 [doi]

Fault Accommodation Using Fuzzy Predictive ControlLuís F. Mendonça, Susana M. Vieira, Joao M. C. Sousa, J. M. G. da Costa. fuzzIEEE 2006: 1535-1542 [doi]

An ant algorithm for static and dynamic MAX-SAT problemsPedro C. Pinto, Thomas A. Runkler, Joao M. C. Sousa. BIONETICS 2011: 10 [doi]

2004

Improving visual servoing using fuzzy filtersPaulo Jorge Sequeira Gonçalves, Luís F. Mendonça, Joao M. C. Sousa, João Rogério Caldas Pinto. fuzzIEEE 2004: 1185-1190 [doi]

Combination of fuzzy identification algorithms applied to a column flotation processSusana M. Vieira, Joao M. C. Sousa, Fernando O. Durão. fuzzIEEE 2004: 421-426 [doi]

2003

Fuzzy model-based fault detection and isolationLuís F. Mendonça, Joao M. C. Sousa, José M. G. Sá da Costa. etfa 2003: 768-774 [doi]

Evolved genetic algorithms with fuzzy aggregation applied to priorities in logistic systemsCarlos A. Silva, Joao M. C. Sousa, Thomas A. Runkler, José M. G. Sá da Costa. etfa 2003: 775-781 [doi]

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Researchr

Publications by 'Joao M. C. Sousa'

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2016

2015

2014

2013

2012

2011

2010

2008

2006

2004

2003

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