João Miguel da Costa Sousa

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Viewing Publication 1 - 61 from 61

2023

Tractability of explaining classifier decisionsMartin C. Cooper, João Miguel da Costa Sousa. ai, 316:103841, March 2023. [doi]

2020

Guest Editorial: Deep Fuzzy ModelsAlexander E. Gegov, Uzay Kaymak, João Miguel da Costa Sousa. tfs, 28(7):1191-1194, 2020. [doi]

Towards high-level fuzzy control specifications for building automation systemsJuan Carlos Vidal, Paulo Carreira, Vasco Amaral, Joao Aguiam, João Miguel da Costa Sousa. SoSyM, 19(3):625-646, 2020. [doi]

2018

Clinical decision support tool for Co-management signallingAlexandra Horta, Cátia M. Salgado, Marta P. B. Fernandes, Susana M. Vieira, João Miguel da Costa Sousa, Ana Luísa Papoila, Miguel Xavier. ijmi, 113:56-62, 2018. [doi]

2017

Takagi-Sugeno Fuzzy Modeling Using Mixed Fuzzy ClusteringCátia M. Salgado, Joaquim L. Viegas, Carlos S. Azevedo, Marta C. Ferreira, Susana M. Vieira, João Miguel da Costa Sousa. tfs, 25(6):1417-1429, 2017. [doi]

2014

Probabilistic Fuzzy Systems as Additive Fuzzy SystemsRui Jorge Almeida, Nick Verbeek, Uzay Kaymak, João Miguel da Costa Sousa. ipmu 2014: 567-576 [doi]

2013

Missing data in medical databases: Impute, delete or classify?Federico Cismondi, André S. Fialho, Susana M. Vieira, Shane R. Reti, João Miguel da Costa Sousa, Stan N. Finkelstein. artmed, 58(1):63-72, 2013. [doi]

An ACO Algorithm for the 3D Bin Packing Problem in the Steel IndustryMiguel Espinheira Silveira, Susana Margarida Vieira, João Miguel da Costa Sousa. ieaaie 2013: 535-544 [doi]

2012

Conditional Density Estimation Using Fuzzy GARCH ModelsRui Jorge Almeida, Nalan Bastürk, Uzay Kaymak, João Miguel da Costa Sousa. smps 2013: 173-181 [doi]

Multi-stage modeling using fuzzy multi-criteria feature selection to improve survival prediction of ICU septic shock patientsFederico Cismondi, Abigail L. Horn, André S. Fialho, Susana M. Vieira, Shane R. Reti, João Miguel da Costa Sousa, Stan N. Finkelstein. eswa, 39(16):12332-12339, 2012. [doi]

Fault tolerant control using a fuzzy predictive approachLuís F. Mendonça, João Miguel da Costa Sousa, José M. G. Sá da Costa. eswa, 39(12):10630-10638, 2012. [doi]

New Insights on Septic Shock Goal-Directed TherapiesRuben Duarte Pereira, Shane R. Reti, João Miguel da Costa Sousa, Stan N. Finkelstein. amia 2012: [doi]

Modified Sequential Forward Selection Applied to Predicting Septic Shock Outcome in the Intensive Care UnitRuben D. M. A. Pereira, João Miguel da Costa Sousa, Susana M. Vieira, Shane R. Reti, Stan N. Finkelstein. smps 2013: 469-477 [doi]

2010

Predicting Outcomes of Septic Shock Patients Using Feature Selection Based on Soft Computing TechniquesAndré S. Fialho, Federico Cismondi, Susana M. Vieira, João Miguel da Costa Sousa, Shane R. Reti, Michael D. Howell, Stan N. Finkelstein. ipmu 2010: 65-74 [doi]

Two cooperative ant colonies for feature selection using fuzzy modelsSusana M. Vieira, João Miguel da Costa Sousa, Thomas A. Runkler. eswa, 37(4):2714-2723, 2010. [doi]

2009

Using a Local Discovery Ant Algorithm for Bayesian Network Structure LearningPedro C. Pinto, Andreas Nägele, Mathäus Dejori, Thomas A. Runkler, João Miguel da Costa Sousa. tec, 13(4):767-779, 2009. [doi]

2008

Evolving Fuzzy Modeling of an Uncalibrated Visual Servoing SystemPaulo Jorge Sequeira Gonçalves, João Miguel da Costa Sousa, João Rogério Caldas Pinto. iciar 2008: 1041-1050 [doi]

Uncalibrated Eye-to-Hand Visual Servoing Using Inverse Fuzzy ModelsPaulo Jorge Sequeira Gonçalves, Luís F. Mendonça, João Miguel da Costa Sousa, João Rogério Caldas Pinto. tfs, 16(2):341-353, 2008. [doi]

Learning of Bayesian networks by a local discovery ant colony algorithmPedro C. Pinto, Andreas Nägele, Mathäus Dejori, Thomas A. Runkler, João Miguel da Costa Sousa. cec 2008: 2741-2748 [doi]

Rescheduling and optimization of logistic processes using GA and ACOCarlos A. Silva, João Miguel da Costa Sousa, Thomas A. Runkler. eaai, 21(3):343-352, 2008. [doi]

Fuzzy classification in ant feature selectionSusana M. Vieira, João Miguel da Costa Sousa, Thomas A. Runkler. fuzzIEEE 2008: 1763-1769 [doi]

2007

Beam-ACO Distributed Optimization Applied to Supply-Chain ManagementJoão Caldeira, Ricardo Azevedo, Carlos A. Silva, João Miguel da Costa Sousa. ifsa 2007: 799-809 [doi]

Supply-Chain Management Using ACO and Beam-ACO AlgorithmsJoão Caldeira, Ricardo Azevedo, Carlos A. Silva, João Miguel da Costa Sousa. fuzzIEEE 2007: 1-6 [doi]

Word Indexing of Ancient Documents Using Fuzzy ClassificationJoão Miguel da Costa Sousa, João M. Gil, João Rogério Caldas Pinto. tfs, 15(5):852-862, 2007. [doi]

Fault Tolerant Control of a Three Tank Benchmark Using Weighted Predictive ControlLuís F. Mendonça, João Miguel da Costa Sousa, José M. G. Sá da Costa. ifsa 2007: 732-742 [doi]

Decision tree search methods in fuzzy modeling and classificationLuís F. Mendonça, Susana M. Vieira, João Miguel da Costa Sousa. ijar, 44(2):106-123, 2007. [doi]

Ant Colony Optimization and its Application to Regular and Dynamic MAX-SAT ProblemsPedro C. Pinto, Thomas A. Runkler, João Miguel da Costa Sousa. In Falko Dressler, Iacopo Carreras, editors, Advances in Biologically Inspired Information Systems: Models, Methods, and Tools. Volume 69 of Studies in Computational Intelligence, pages 283-302, Springer, 2007. [doi]

Wasp Swarm Algorithm for Dynamic MAX-SAT ProblemsPedro C. Pinto, Thomas A. Runkler, João Miguel da Costa Sousa. icannga 2007: 350-357 [doi]

Optimization of logistic systems using fuzzy weighted aggregationCarlos A. Silva, João Miguel da Costa Sousa, Thomas A. Runkler. fss, 158(17):1947-1960, 2007. [doi]

Real-Time Fuzzy Predictive Control of a Column Flotation ProcessSusana M. Vieira, João Miguel da Costa Sousa, F. O. Durão. fuzzIEEE 2007: 1-6 [doi]

Ant Colony Optimization Applied to Feature Selection in Fuzzy ClassifiersSusana M. Vieira, João Miguel da Costa Sousa, Thomas A. Runkler. ifsa 2007: 778-788 [doi]

2006

Old document recognition using fuzzy methodsJoão Miguel da Costa Sousa, João M. Gil, Cláudia S. Ribeiro, João Rogério Caldas Pinto. ijista, 1(3/4):263-279, 2006. [doi]

Uncalibrated Visual Servoing in 3D WorkspacePaulo Jorge Sequeira Gonçalves, A. Paris, C. Christo, João Miguel da Costa Sousa, João Rogério Caldas Pinto. iciar 2006: 225-236 [doi]

Weighting goals and constraints in fuzzy predictive controlLuís F. Mendonça, João Miguel da Costa Sousa, Uzay Kaymak, José M. G. Sá da Costa. jifs, 17(5):517-532, 2006. [doi]

Distributed optimisation of a logistic system and its suppliers using ant coloniesCarlos A. Silva, João Miguel da Costa Sousa, Thomas A. Runkler, José M. G. Sá da Costa. ijsysc, 37(8):503-512, 2006. [doi]

Ant Based Fuzzy Modeling Applied to Marble ClassificationSusana M. Vieira, João Miguel da Costa Sousa, João Rogério Caldas Pinto. iciar 2006: 90-101 [doi]

2005

2004

Comparison of Intelligent Classification Techniques Applied to Marble ClassificationJoão Miguel da Costa Sousa, João Rogério Caldas Pinto. iciar 2004: 802-809 [doi]

Image Recognition Applied to Robot Control Using Fuzzy ModelingPaulo Jorge Sequeira Gonçalves, Luís F. Mendonça, João Miguel da Costa Sousa, João Rogério Caldas Pinto. iciar 2004: 253-260 [doi]

Fuzzy Model Based Control Applied to Image-Based Visual ServoingPaulo Jorge Sequeira Gonçalves, Luís F. Mendonça, João Miguel da Costa Sousa, João Rogério Caldas Pinto. icinco 2004: 143-150

Fuzzy Model Based Control Applied to Path Planning Visual ServoingPaulo Jorge Sequeira Gonçalves, Luís F. Mendonça, João Miguel da Costa Sousa, João Rogério Caldas Pinto. ciarp 2004: 224-231 [doi]

Optimization problems in multivariable fuzzy predictive controlLuís F. Mendonça, João Miguel da Costa Sousa, J. M. Sá da Costa. ijar, 36(3):199-221, 2004. [doi]

Ancient Word Indexing Using Fuzzy MethodsCláudia S. Ribeiro, João M. Gil, João Rogério Caldas Pinto, João Miguel da Costa Sousa. pris 2004: 210-215

Ancient Document Recognition Using Fuzzy MethodsCláudia S. Ribeiro, João M. Gil, João Rogério Caldas Pinto, João Miguel da Costa Sousa. pris 2004: 98-107

A multi-agent approach for supply chain management using ant colony optimizationCarlos A. Silva, João Miguel da Costa Sousa, José M. G. Sá da Costa, Thomas A. Runkler. SMC 2004: 1938-1943 [doi]

2003

Fuzzy Clustering in Classification Using Weighted FeaturesLourenço P. C. Bandeira, João Miguel da Costa Sousa, Uzay Kaymak. ifsa 2003: 560-567 [doi]

Fuzzy active noise modeling and controlJoão Miguel da Costa Sousa, Carlos A. Silva, J. M. Sá da Costa. ijar, 33(1):51-70, 2003. [doi]

Optimizing logistic processes using a fuzzy decision making approachJoão Miguel da Costa Sousa, Rainer Palm, Carlos A. Silva, Thomas A. Runkler. tsmc, 33(2):245-256, 2003.

Weighted Constraint Aggregation in Fuzzy OptimizationUzay Kaymak, João Miguel da Costa Sousa. constraints, 8(1):61-78, 2003.

Fuzzy issues in multivariable predictive controlLuís F. Mendonça, João Miguel da Costa Sousa, Uzay Kaymak, José Sá da Costa. fuzzIEEE 2003: 506-511 [doi]

A new graph-like classification method applied to ancient handwritten musical symbolsJoão Rogério Caldas Pinto, Pedro Vieira, João Miguel da Costa Sousa. ijdar, 6(1):10-22, 2003. [doi]

New Distance Measures Applied to Marble ClassificationJoão Rogério Caldas Pinto, João Miguel da Costa Sousa, Hugo Alexandre. ciarp 2003: 383-390 [doi]

Optimization of Logistic Processes in Supply-Chains Using Meta-heuristicsCarlos A. Silva, Thomas A. Runkler, João Miguel da Costa Sousa, J. M. Sá da Costa. epia 2003: 9-23 [doi]

2002

Ant Colonies as Logistic Processes OptimizersCarlos A. Silva, Thomas A. Runkler, João Miguel da Costa Sousa, Rainer Palm. antalg 2002: 76-87 [doi]

2001

Model predictive control using fuzzy decision functionsJoão Miguel da Costa Sousa, Uzay Kaymak. tsmc, 31(1):54-65, 2001.

Weighting Contrainst in Fuzzy OptimizationUzay Kaymak, João Miguel da Costa Sousa. fuzzIEEE 2001: 1131-1134

2000

Optimization issues in predictive control with fuzzy objective functionsJoão Miguel da Costa Sousa. ijis, 15(9):879-899, 2000.

1999

Fuzzy predictive filters in model predictive controlJoão Miguel da Costa Sousa, Magne Setnes. tie, 46(6):1225-1232, 1999. [doi]

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