91
TITLE: Fuzzy Modeling to Predict Administration of Vasopressors in Intensive Care Unit Patients  Full Text
AUTHORS: Andre S Fialho; Federico Cismondi; Susana M Vieira ; Joao M C Sousa ; Shane R Reti; Leo A Celi; Michael D Howell; Stan N Finkelstein;
PUBLISHED: 2011, SOURCE: IEEE International Conference on Fuzzy Systems (FUZZ 2011) in IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ 2011)
INDEXED IN: Scopus WOS CrossRef
92
TITLE: Multi-objective performance evaluation using fuzzy criteria: Increasing sensitivity prediction for outcome of septic shock patients
AUTHORS: Horn, AL; Cismondi, F; Fialho, AS; Vieira, SM ; Sousa, JMC ; Reti, S; Howell, M; Finkelstein, S;
PUBLISHED: 2011, SOURCE: 18th IFAC World Congress in IFAC Proceedings Volumes (IFAC-PapersOnline), VOLUME: 18, ISSUE: PART 1
INDEXED IN: Scopus
93
TITLE: Optimization of fuzzy models using a novel PSO algorithm: Application to medical databases
AUTHORS: Farinha, GJ; Vieira, SM ; Mendonca, LF ; Sousa, JMC ;
PUBLISHED: 2011, SOURCE: 18th IFAC World Congress in IFAC Proceedings Volumes (IFAC-PapersOnline), VOLUME: 18, ISSUE: PART 1
INDEXED IN: Scopus
94
TITLE: Predicting Laboratory Testing in Intensive Care using Fuzzy and Neural Modeling  Full Text
AUTHORS: Federico Cismondi; Andre S Fialho; Susana M Vieira ; Joao M C Sousa ; Shane R Reti; Leo A Celi; Michael D Howell; Stan N Finkelstein;
PUBLISHED: 2011, SOURCE: IEEE International Conference on Fuzzy Systems (FUZZ 2011) in IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ 2011)
INDEXED IN: Scopus WOS CrossRef
95
TITLE: Predicting Septic Shock Outcomes in a Database with Missing Data using Fuzzy Modeling Influence of Pre-processing Techniques on Real-World Data-based Classification  Full Text
AUTHORS: Ruben D M A Pereira; Andre S Fialho; Federico Cismondi; Rui J Almeida ; Uzay Kaymak ; Susana M Vieira; Joao M C Sousa; Shane R Reti; Michael D Howell; Stan N Finkelstein;
PUBLISHED: 2011, SOURCE: IEEE International Conference on Fuzzy Systems (FUZZ 2011) in IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ 2011)
INDEXED IN: Scopus WOS CrossRef
96
TITLE: Preprocessing of clinical databases to improve classification accuracy of patient diagnosis
AUTHORS: Marques, FJ; Moutinho, A ; Vieira, SM ; Sousa, JMC ;
PUBLISHED: 2011, SOURCE: 18th IFAC World Congress in IFAC Proceedings Volumes (IFAC-PapersOnline), VOLUME: 18, ISSUE: PART 1
INDEXED IN: Scopus
97
TITLE: Ant feature selection using fuzzy decision functions
AUTHORS: Vieira, SM ; Sousa, JMC ; Kaymak, U;
PUBLISHED: 2010, SOURCE: Studies in Fuzziness and Soft Computing, VOLUME: 254
INDEXED IN: Scopus CrossRef
98
TITLE: Cohen's Kappa Coefficient as a Performance Measure for Feature Selection  Full Text
AUTHORS: Susana M Vieira ; Uzay Kaymak; Joao M C Sousa ;
PUBLISHED: 2010, SOURCE: 2010 IEEE World Congress on Computational Intelligence in 2010 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE 2010)
INDEXED IN: Scopus WOS CrossRef
99
TITLE: Predicting Outcomes of Septic Shock Patients Using Feature Selection Based on Soft Computing Techniques
AUTHORS: Andre S Fialho; Federico Cismondi; Susana M Vieira ; Joao M C Sousa ; Shane R Reti; Michael D Howell; Stan N Finkelstein;
PUBLISHED: 2010, SOURCE: 13th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems in INFORMATION PROCESSING AND MANAGEMENT OF UNCERTAINTY IN KNOWLEDGE-BASED SYSTEMS: APPLICATIONS, PT II, VOLUME: 81
INDEXED IN: Scopus WOS CrossRef
100
TITLE: Two cooperative ant colonies for feature selection using fuzzy models  Full Text
AUTHORS: Susana M Vieira ; Joao M C Sousa ; Thomas A Runkler;
PUBLISHED: 2010, SOURCE: EXPERT SYSTEMS WITH APPLICATIONS, VOLUME: 37, ISSUE: 4
INDEXED IN: Scopus WOS CrossRef
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