ProfileOfResearchers

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TITLE: Conditional Density Estimation Using Fuzzy GARCH Models
AUTHORS: Rui Jorge Almeida; Nalan Basturk; Uzay Kaymak; Joao Miguel D da Costa Sousa ;
PUBLISHED: 2013, SOURCE: 6th International Conference on Soft Methods in Probability and Statistics in SYNERGIES OF SOFT COMPUTING AND STATISTICS FOR INTELLIGENT DATA ANALYSIS, VOLUME: 190

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TITLE: Data Mining and Modeling to Predict the Necessity of Vasopressors for ICU Patients Full Text
AUTHORS: Jose M Rodrigues; Andre S Fialho; Susana M Vieira ; Luis F Mendonca ; Joao M C Sousa ;
PUBLISHED: 2013, SOURCE: IEEE International Conference on Fuzzy Systems (FUZZ) in 2013 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ - IEEE 2013)

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TITLE: Insect Swarm algorithms for dynamic MAX-SAT problems
AUTHORS: Pinto, PC; Runkler, TA; Sousa, JMC ;
PUBLISHED: 2013, SOURCE: Studies in Computational Intelligence, VOLUME: 433

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TITLE: Missing data in medical databases: Impute, delete or classify? Full Text
AUTHORS: Federico Cismondi; Andre S Fialho; Susana M Vieira ; Shane R Reti; Joao M C Sousa ; Stan N Finkelstein;
PUBLISHED: 2013, SOURCE: ARTIFICIAL INTELLIGENCE IN MEDICINE, VOLUME: 58, ISSUE: 1

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TITLE: Modified binary PSO for feature selection using SVM applied to mortality prediction of septic patients Full Text
AUTHORS: Susana M Vieira; Luis F Mendonca ; Goncalo J Farinha; Joao M C Sousa ;
PUBLISHED: 2013, SOURCE: APPLIED SOFT COMPUTING, VOLUME: 13, ISSUE: 8

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TITLE: Modified Sequential Forward Selection Applied to Predicting Septic Shock Outcome in the Intensive Care Unit
AUTHORS: Ruben Duarte Pereira; Joao Sousa ; Susana Vieira ; Shane Reti; Stan Finkelstein;
PUBLISHED: 2013, SOURCE: 6th International Conference on Soft Methods in Probability and Statistics in SYNERGIES OF SOFT COMPUTING AND STATISTICS FOR INTELLIGENT DATA ANALYSIS, VOLUME: 190

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TITLE: Predicting Intensive Care Unit Readmissions Using Probabilistic Fuzzy Systems Full Text
AUTHORS: Fialho, AS; Kaymak, U; Cismondi, F; Vieira, SM ; Reti, SR; Sousa, JMC ; Finkelstein, SN;
PUBLISHED: 2013, SOURCE: IEEE International Conference on Fuzzy Systems (FUZZ) in 2013 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ - IEEE 2013)

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TITLE: Reducing unnecessary lab testing in the ICU with artificial intelligence Full Text
AUTHORS: Cismondi, F; Celi, LA; Fialho, AS; Vieira, SM ; Reti, SR; Sousa, JMC ; Finkelstein, SN;
PUBLISHED: 2013, SOURCE: INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, VOLUME: 82, ISSUE: 5

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TITLE: ANN Validation System for ICU Neonatal Data Full Text
AUTHORS: Federico Cismondi; Andre S Fialho; Xiaoning N Lu; Susana M Vieira ; James E Gray; Shane R Reti; Joao M C Sousa ; Stan N Finkelstein;
PUBLISHED: 2012, SOURCE: International Joint Conference on Neural Networks (IJCNN) in 2012 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN)

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