Joao Miguel C. Sousa
Joao Miguel C. Sousa
IDMEC, 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, J Sousa
Applied Soft Computing 13 (8), 3494-3504, 2013
Fuzzy Decision Making in Modeling and Control
JMC Sousa, U Kaymak
World Scientific Co., 2002
Cohen's Kappa coefficient as a performance measure for feature selection
SM Vieira, U Kaymak, JMC Sousa
Fuzzy Systems (FUZZ), 2010 IEEE International Conference on, 1-8, 2010
Fuzzy predictive control applied to an air-conditioning system
JM Sousa, R Babuška, HB Verbruggen
Control Engineering Practice 5 (10), 1395-1406, 1997
Missing data in medical databases: Impute, delete or classify?
F Cismondi, AS Fialho, SM Vieira, SR Reti, J Sousa, SN Finkelstein
Artificial intelligence in medicine 58 (1), 63-72, 2013
Clinical Decision Support Systems for Triage in the Emergency Department using Intelligent Systems: a Review
M Fernandes, SM Vieira, F Leite, C Palos, S Finkelstein, JMC Sousa
Artificial Intelligence in Medicine 102, 101762, 2020
Genetic algorithms for optimization in predictive control
C Onnen, R Babuška, U Kaymak, JM Sousa, HB Verbruggen, R Isermann
Control Engineering Practice 5 (10), 1363-1372, 1997
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
Efficiency, cost and life cycle CO 2 optimization of fuel cell hybrid and plug-in hybrid urban buses
JP Ribau, CM Silva, JMC Sousa
Applied Energy 129, 320-335, 2014
Model predictive control using fuzzy decision functions
JM da Costa Sousa, U Kaymak
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 31 …, 2001
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
Distributed supply chain management using ant colony optimization
CA Silva, JMC Sousa, TA Runkler, JMGS da Costa
European Journal of Operational Research 199 (2), 349-358, 2009
An architecture for fault detection and isolation based on fuzzy methods
LF Mendonça, JMC Sousa, JMGS da Costa
Expert systems with applications 36 (2), 1092-1104, 2009
Two cooperative ant colonies for feature selection using fuzzy models
SM Vieira, J Sousa, TA Runkler
Expert Systems with Applications 37 (4), 2714-2723, 2010
A Literature Survey on Open Platform Communications (OPC) Applied to Advanced Industrial Environments
I González, AJ Calderón, J Figueiredo, J Sousa
Electronics 8 (5), 510, 2019
Using a local discovery ant algorithm for Bayesian network structure learning
PC Pinto, A Nagele, M Dejori, TA Runkler, JMC Sousa
Evolutionary Computation, IEEE Transactions on 13 (4), 767-779, 2009
Rescheduling and optimization of logistic processes using GA and ACO
CA Silva, JMC Sousa, TA Runkler
Engineering Applications of Artificial Intelligence 21 (3), 343-352, 2008
Comparative assessment of low-complexity models to predict electricity consumption in an institutional building: Linear regression vs. fuzzy modeling vs. neural …
H Pombeiro, R Santos, P Carreira, C Silva, JMC Sousa
Energy and Buildings 146, 141-151, 2017
Wasp swarm algorithm for dynamic MAX-SAT problems
PC Pinto, TA Runkler, JMC Sousa
International Conference on Adaptive and Natural Computing Algorithms, 350-357, 2007
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