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João Miguel da Costa Sousa
Publications
- 2020
- [j37]Alexander E. Gegov, Uzay Kaymak, João Miguel da Costa Sousa:
Guest Editorial: Deep Fuzzy Models. IEEE Trans. Fuzzy Syst. 28(7): 1191-1194 (2020) - 2018
- [c87]Aldo Arévalo, Ricardo Pacheco, Cátia M. Salgado, Saskia van Loon, Arjen-Kars Boer, Susana M. Vieira, Uzay Kaymak, João M. C. Sousa:
Fuzzy Classification of Bariatric Post-surgery Effectiveness. FUZZ-IEEE 2018: 1-8 - 2016
- [j34]André S. Fialho, Susana M. Vieira, Uzay Kaymak, Rui Jorge Almeida, Federico Cismondi, Shane R. Reti, Stan N. Finkelstein, João M. C. Sousa:
Mortality prediction of septic shock patients using probabilistic fuzzy systems. Appl. Soft Comput. 42: 194-203 (2016) - [c82]Hugo Manuel Proença, Susana M. Vieira, Uzay Kaymak, Rui Jorge Almeida, João M. C. Sousa:
Optimizing probabilistic fuzzy systems for classification using metaheuristics. FUZZ-IEEE 2016: 1635-1641 - [c81]Rui Jorge Almeida, Nalan Bastürk, Uzay Kaymak, João M. C. Sousa:
Analysis of probabilistic fuzzy systems' parameters in conditional density estimation. FUZZ-IEEE 2016: 2136-2143 - 2015
- [e2]Adnan Yazici, Nikhil R. Pal, Uzay Kaymak, Trevor Martin, Hisao Ishibuchi, Chin-Teng Lin, João M. C. Sousa, Bülent Tütmez:
2015 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2015, Istanbul, Turkey, August 2-5, 2015. IEEE 2015, ISBN 978-1-4673-7428-6 [contents] - 2014
- [j31]Rui Jorge Almeida, Nalan Bastürk, Uzay Kaymak, João M. C. Sousa:
Estimation of flexible fuzzy GARCH models for conditional density estimation. Inf. Sci. 267: 252-266 (2014) - [c66]Rui Jorge Almeida, Nick Verbeek, Uzay Kaymak, João Miguel da Costa Sousa:
Probabilistic Fuzzy Systems as Additive Fuzzy Systems. IPMU (1) 2014: 567-576 - 2013
- [c64]André S. Fialho, Uzay Kaymak, Federico Cismondi, Susana Margarida Vieira, Shane R. Reti, João M. C. Sousa, Stan N. Finkelstein:
Predicting intensive care unit readmissions using probabilistic fuzzy systems. FUZZ-IEEE 2013: 1-7 - 2012
- [j24]Susana M. Vieira, João M. C. Sousa, Uzay Kaymak:
Fuzzy criteria for feature selection. Fuzzy Sets Syst. 189(1): 1-18 (2012) - [c57]André S. Fialho, Uzay Kaymak, Rui Jorge Almeida, Federico Cismondi, Susana M. Vieira, Shane R. Reti, João M. C. Sousa, Stan N. Finkelstein:
Probabilistic fuzzy prediction of mortality in intensive care units. FUZZ-IEEE 2012: 1-8 - [c55]Rui Jorge Almeida, Nalan Bastürk, Uzay Kaymak, João Miguel da Costa Sousa:
Conditional Density Estimation Using Fuzzy GARCH Models. SMPS 2012: 173-181 - 2011
- [c50]Ruben D. M. A. Pereira, André S. Fialho, Federico Cismondi, Susana M. Vieira, João M. C. Sousa, Rui Jorge Almeida, Uzay Kaymak, Shane R. Reti, Michael D. Howell, Stan N. Finkelstein:
Predicting septic shock outcomes in a database with missing data using fuzzy modeling: Influence of pre-processing techniques on real-world data-based classification. FUZZ-IEEE 2011: 2507-2512 - 2010
- [c49]Rui Jorge Almeida, Uzay Kaymak, João M. C. Sousa:
A new approach to dealing with missing values in data-driven fuzzy modeling. FUZZ-IEEE 2010: 1-7 - [c47]Susana M. Vieira, Uzay Kaymak, João M. C. Sousa:
Cohen's kappa coefficient as a performance measure for feature selection. FUZZ-IEEE 2010: 1-8 - [p2]Susana M. Vieira, João M. C. Sousa, Uzay Kaymak:
Ant Feature Selection Using Fuzzy Decision Functions. Fuzzy Optimization 2010: 343-364 - 2009
- [c45]Susana M. Vieira, João Miguel da Costa Sousa, Uzay Kaymak:
Feature Selection Using Fuzzy Objective Functions. IFSA/EUSFLAT Conf. 2009: 1673-1678 - [c44]Rui Jorge Almeida, Susana M. Vieira, Viorel Milea, Uzay Kaymak, João Miguel da Costa Sousa:
Knowledge Discovery in the Prediction of Bankruptcy. IFSA/EUSFLAT Conf. 2009: 1785-1790 - [e1]João Paulo Carvalho, Didier Dubois, Uzay Kaymak, João Miguel da Costa Sousa:
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, Lisbon, Portugal, July 20-24, 2009. 2009, ISBN 978-989-95079-6-8 [contents] - 2008
- [c40]Rui Jorge Almeida, Uzay Kaymak, João M. C. Sousa:
Fuzzy rule extraction from typicality and membership partitions. FUZZ-IEEE 2008: 1964-1970 - 2006
- [j11]Luís F. Mendonça, João Miguel da Costa Sousa, Uzay Kaymak, José M. G. Sá da Costa:
Weighting goals and constraints in fuzzy predictive control. J. Intell. Fuzzy Syst. 17(5): 517-532 (2006) - [c31]Jorge M. Faria, Carlos A. Silva, João M. C. Sousa, Michele Surico, Uzay Kaymak:
Distributed Optimization using Ant Colony Optimization in a Concrete Delivery Supply Chain. IEEE Congress on Evolutionary Computation 2006: 73-80 - 2003
- [j8]Uzay Kaymak, João Miguel da Costa Sousa:
Weighted Constraint Aggregation in Fuzzy Optimization. Constraints An Int. J. 8(1): 61-78 (2003) - [c8]Luís F. Mendonça, João Miguel da Costa Sousa, Uzay Kaymak, José M. G. Sá da Costa:
Fuzzy issues in multivariable predictive control. FUZZ-IEEE 2003: 506-511 - [c7]João M. C. Sousa, Sara C. Madeira, Uzay Kaymak:
Modeling charity donations using target selection for revenue maximization. FUZZ-IEEE 2003: 654-659 - [c6]Lourenço P. C. Bandeira, João Miguel da Costa Sousa, Uzay Kaymak:
Fuzzy Clustering in Classification Using Weighted Features. IFSA 2003: 560-567 - 2002
- [b1]João M. C. Sousa, Uzay Kaymak:
Fuzzy Decision Making in Modeling and Control. World Scientific Series in Robotics and Intelligent Systems 27, World Scientific 2002, ISBN 978-981-02-4877-2, pp. 1-356 - [c4]João M. C. Sousa, Uzay Kaymak, Sara C. Madeira:
A comparative study of fuzzy target selection methods in direct marketing. FUZZ-IEEE 2002: 1251-1256 - 2001
- [j3]João Miguel da Costa Sousa, Uzay Kaymak:
Model predictive control using fuzzy decision functions. IEEE Trans. Syst. Man Cybern. Part B 31(1): 54-65 (2001) - [c3]Uzay Kaymak, João Miguel da Costa Sousa:
Weighting Contrainst in Fuzzy Optimization. FUZZ-IEEE 2001: 1131-1134
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