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Joao Miguel C. Sousa
Joao Miguel C. Sousa
IDMEC, Instituto Superior Técnico, Universidade de Lisboa, Portugal
Verified email at tecnico.ulisboa.pt
Title
Cited by
Cited by
Year
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
3272013
Fuzzy Decision Making in Modeling and Control
JMC Sousa, U Kaymak
World Scientific Co., 2002
2922002
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
2422010
Fuzzy predictive control applied to an air-conditioning system
JM Sousa, R Babuška, HB Verbruggen
Control Engineering Practice 5 (10), 1395-1406, 1997
2261997
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
1962013
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
1832020
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
1741997
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
1532016
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
1462014
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
1312001
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
1262012
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
1212009
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
1202013
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
1152009
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
1132010
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
1082019
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
1022017
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
982009
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
972007
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
962008
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