Susana Vieira
Susana Vieira
Departamento de Engenharia Mecânica, Instituto Superior Técnico, Universidade de Lisboa, Portugal.
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Modified binary PSO for feature selection using SVM applied to mortality prediction of septic patients
SM Vieira, LF Mendonça, GJ Farinha, JMC Sousa
Applied Soft Computing 13 (8), 3494-3504, 2013
Missing data in medical databases: Impute, delete or classify?
F Cismondi, AS Fialho, SM Vieira, SR Reti, JMC Sousa, SN Finkelstein
Artificial intelligence in medicine 58 (1), 63-72, 2013
Cohen's kappa coefficient as a performance measure for feature selection
SM Vieira, U Kaymak, JMC Sousa
International Conference on Fuzzy Systems, 1-8, 2010
Solutions for detection of non-technical losses in the electricity grid: A review
JL Viegas, PR Esteves, R Melício, VMF Mendes, SM Vieira
Renewable and Sustainable Energy Reviews 80, 1256-1268, 2017
Classification of new electricity customers based on surveys and smart metering data
JL Viegas, SM Vieira, R Melício, VMF Mendes, JMC Sousa
Energy 107, 804-817, 2016
Data mining using clinical physiology at discharge to predict ICU readmissions
AS Fialho, F Cismondi, SM Vieira, SR Reti, JMC Sousa, SN Finkelstein
Expert Systems with Applications 39 (18), 13158-13165, 2012
Reducing unnecessary lab testing in the ICU with artificial intelligence
F Cismondi, LA Celi, AS Fialho, SM Vieira, SR Reti, JMC Sousa, ...
International journal of medical informatics 82 (5), 345-358, 2013
Two cooperative ant colonies for feature selection using fuzzy models
SM Vieira, JMC Sousa, TA Runkler
Expert Systems with Applications 37 (4), 2714-2723, 2010
Decision tree search methods in fuzzy modeling and classification
LF Mendonça, SM Vieira, JMC Sousa
International Journal of Approximate Reasoning 44 (2), 106-123, 2007
Fuzzy criteria for feature selection
SM Vieira, JMC Sousa, U Kaymak
Fuzzy Sets and Systems 189 (1), 1-18, 2012
Clustering-based novelty detection for identification of non-technical losses
JL Viegas, PR Esteves, SM Vieira
International Journal of Electrical Power & Energy Systems 101, 301-310, 2018
Missing Data
CM Salgado, C Azevedo, H Proença, SM Vieira
Secondary Analysis of Electronic Health Records, 143-162, 2016
Predicting outcomes of septic shock patients using feature selection based on soft computing techniques
AS Fialho, F Cismondi, SM Vieira, JMC Sousa, SR Reti, MD Howell, ...
International Conference on Information Processing and Management of …, 2010
Modelling the service life of rendered facades using fuzzy systems
SM Vieira, A Silva, JMC Sousa, J De Brito, PL Gaspar
Automation in Construction 51, 1-7, 2015
Computational intelligence methods for processing misaligned, unevenly sampled time series containing missing data
F Cismondi, AS Fialho, SM Vieira, JMC Sousa, SR Reti, MD Howell, ...
2011 IEEE Symposium on Computational Intelligence and Data Mining (CIDM …, 2011
Fuzzy modelling strategies applied to a column flotation process
SM Vieira, JMC Sousa, FO Durão
Minerals Engineering 18 (7), 725-729, 2005
Takagi–Sugeno Fuzzy Modeling Using Mixed Fuzzy Clustering
CM Salgado, JL Viegas, CS Azevedo, MC Ferreira, SM Vieira, ...
IEEE Transactions on Fuzzy Systems 25 (6), 1417-1429, 2017
Ensemble fuzzy models in personalized medicine: Application to vasopressors administration
CM Salgado, SM Vieira, LF Mendonça, S Finkelstein, JMC Sousa
Engineering Applications of Artificial Intelligence 49, 141-148, 2016
Electricity demand profile prediction based on household characteristics
JL Viegas, SM Vieira, JMC Sousa, R Melicio, VMF Mendes
2015 12th International Conference on the European Energy Market (EEM), 1-5, 2015
Disease-based modeling to predict fluid response in intensive care units
AS Fialho, LA Celi, F Cismondi, SM Vieira, SR Reti, JMC Sousa, ...
Methods of information in medicine 52 (6), 494, 2013
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