João Miguel da Costa Sousa

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 5

Top Topics

Conditional Density Estimation

Top Venues

IEEE Trans. Fuzzy Syst.

Artif. Intell. Medicine

Int. J. Medical Informatics

Publications

Martin C. Cooper, João Miguel da Costa Sousa
Tractability of explaining classifier decisions. Artif. Intell. 316 (2023)
Juan Carlos Vidal, Paulo Carreira, Vasco Amaral, Joao Aguiam, João Miguel da Costa Sousa
Towards high-level fuzzy control specifications for building automation systems. Softw. Syst. Model. 19 (3) (2020)
Alexander E. Gegov, Uzay Kaymak, João Miguel da Costa Sousa
Guest Editorial: Deep Fuzzy Models. IEEE Trans. Fuzzy Syst. 28 (7) (2020)
Alexandra Horta, Cátia M. Salgado, Marta P. B. Fernandes, Susana M. Vieira, João Miguel da Costa Sousa, Ana Luísa Papoila, Miguel Xavier
Clinical decision support tool for Co-management signalling. Int. J. Medical Informatics 113 (2018)
Cátia M. Salgado, Joaquim L. Viegas, Carlos S. Azevedo, Marta C. Ferreira, Susana M. Vieira, João Miguel da Costa Sousa
Takagi-Sugeno Fuzzy Modeling Using Mixed Fuzzy Clustering. IEEE Trans. Fuzzy Syst. 25 (6) (2017)
Rui Jorge Almeida, Nick Verbeek, Uzay Kaymak, João Miguel da Costa Sousa
Probabilistic Fuzzy Systems as Additive Fuzzy Systems. IPMU (1) (2014)
Miguel Espinheira Silveira, Susana Margarida Vieira, João Miguel da Costa Sousa
An ACO Algorithm for the 3D Bin Packing Problem in the Steel Industry. IEA/AIE (2013)
Federico Cismondi, André S. Fialho, Susana M. Vieira, Shane R. Reti, João Miguel da Costa Sousa, Stan N. Finkelstein
Missing data in medical databases: Impute, delete or classify? Artif. Intell. Medicine 58 (1) (2013)
Federico Cismondi, Abigail L. Horn, André S. Fialho, Susana M. Vieira, Shane R. Reti, João Miguel da Costa Sousa, Stan N. Finkelstein
Multi-stage modeling using fuzzy multi-criteria feature selection to improve survival prediction of ICU septic shock patients. Expert Syst. Appl. 39 (16) (2012)
Rui Jorge Almeida, Nalan Bastürk, Uzay Kaymak, João Miguel da Costa Sousa
Conditional Density Estimation Using Fuzzy GARCH Models. SMPS (2012)
Ruben D. M. A. Pereira, João Miguel da Costa Sousa, Susana M. Vieira, Shane R. Reti, Stan N. Finkelstein
Modified Sequential Forward Selection Applied to Predicting Septic Shock Outcome in the Intensive Care Unit. SMPS (2012)
Luís F. Mendonça, João Miguel da Costa Sousa, José M. G. Sá da Costa
Fault tolerant control using a fuzzy predictive approach. Expert Syst. Appl. 39 (12) (2012)
Ruben Duarte Pereira, Shane R. Reti, João Miguel da Costa Sousa, Stan N. Finkelstein
New Insights on Septic Shock Goal-Directed Therapies. AMIA (2012)
Susana M. Vieira, João Miguel da Costa Sousa, Thomas A. Runkler
Two cooperative ant colonies for feature selection using fuzzy models. Expert Syst. Appl. 37 (4) (2010)
André S. Fialho, Federico Cismondi, Susana M. Vieira, João Miguel da Costa Sousa, Shane R. Reti, Michael D. Howell, Stan N. Finkelstein
Predicting Outcomes of Septic Shock Patients Using Feature Selection Based on Soft Computing Techniques. IPMU (2) (2010)
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)
Susana M. Vieira, João Miguel da Costa Sousa, Uzay Kaymak
Feature Selection Using Fuzzy Objective Functions. IFSA/EUSFLAT Conf. (2009)
Luís F. Mendonça, João Miguel da Costa Sousa, José M. G. Sá da Costa
An architecture for fault detection and isolation based on fuzzy methods. Expert Syst. Appl. 36 (2) (2009)
Pedro C. Pinto, Andreas Nägele, Mathäus Dejori, Thomas A. Runkler, João Miguel da Costa Sousa
Using a Local Discovery Ant Algorithm for Bayesian Network Structure Learning. IEEE Trans. Evol. Comput. 13 (4) (2009)
Carlos A. Silva, João Miguel da Costa Sousa, Thomas A. Runkler, José M. G. Sá da Costa
Distributed supply chain management using ant colony optimization. Eur. J. Oper. Res. 199 (2) (2009)
Pedro C. Pinto, Andreas Nägele, Mathäus Dejori, Thomas A. Runkler, João Miguel da Costa Sousa
Learning of Bayesian networks by a local discovery ant colony algorithm. IEEE Congress on Evolutionary Computation (2008)
Paulo Jorge Sequeira Gonçalves, Luís F. Mendonça, João Miguel da Costa Sousa, João Rogério Caldas Pinto
Uncalibrated Eye-to-Hand Visual Servoing Using Inverse Fuzzy Models. IEEE Trans. Fuzzy Syst. 16 (2) (2008)
Susana M. Vieira, João Miguel da Costa Sousa, Thomas A. Runkler
Fuzzy classification in ant feature selection. FUZZ-IEEE (2008)
Carlos A. Silva, João Miguel da Costa Sousa, Thomas A. Runkler
Rescheduling and optimization of logistic processes using GA and ACO. Eng. Appl. Artif. Intell. 21 (3) (2008)
Paulo Jorge Sequeira Gonçalves, João Miguel da Costa Sousa, João Rogério Caldas Pinto
Evolving Fuzzy Modeling of an Uncalibrated Visual Servoing System. ICIAR (2008)
Luís F. Mendonça, João Miguel da Costa Sousa, José M. G. Sá da Costa
Fault Tolerant Control of a Three Tank Benchmark Using Weighted Predictive Control. IFSA (1) (2007)
Susana M. Vieira, João Miguel da Costa Sousa, Thomas A. Runkler
Ant Colony Optimization Applied to Feature Selection in Fuzzy Classifiers. IFSA (1) (2007)
Carlos A. Silva, João Miguel da Costa Sousa, Thomas A. Runkler
Optimization of logistic systems using fuzzy weighted aggregation. Fuzzy Sets Syst. 158 (17) (2007)
Pedro C. Pinto, Thomas A. Runkler, João Miguel da Costa Sousa
Wasp Swarm Algorithm for Dynamic MAX-SAT Problems. ICANNGA (1) (2007)
Susana M. Vieira, João Miguel da Costa Sousa, Fernando O. Durão
Real-Time Fuzzy Predictive Control of a Column Flotation Process. FUZZ-IEEE (2007)
João Caldeira, Ricardo Azevedo, Carlos A. Silva, João Miguel da Costa Sousa
Supply-Chain Management Using ACO and Beam-ACO Algorithms. FUZZ-IEEE (2007)
João Miguel da Costa Sousa, João M. Gil, João Rogério Caldas Pinto
Word Indexing of Ancient Documents Using Fuzzy Classification. IEEE Trans. Fuzzy Syst. 15 (5) (2007)
Luís F. Mendonça, Susana M. Vieira, João Miguel da Costa Sousa
Decision tree search methods in fuzzy modeling and classification. Int. J. Approx. Reason. 44 (2) (2007)
João Caldeira, Ricardo Azevedo, Carlos A. Silva, João Miguel da Costa Sousa
Beam-ACO Distributed Optimization Applied to Supply-Chain Management. IFSA (1) (2007)
Paulo Jorge Sequeira Gonçalves, A. Paris, C. Christo, João Miguel da Costa Sousa, João Rogério Caldas Pinto
Uncalibrated Visual Servoing in 3D Workspace. ICIAR (2) (2006)
Susana M. Vieira, João Miguel da Costa Sousa, João Rogério Caldas Pinto
Ant Based Fuzzy Modeling Applied to Marble Classification. ICIAR (2) (2006)
João Miguel da Costa Sousa, João M. Gil, Cláudia S. Ribeiro, João Rogério Caldas Pinto
Old document recognition using fuzzy methods. Int. J. Intell. Syst. Technol. Appl. 1 (3/4) (2006)
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) (2006)
Carlos A. Silva, João Miguel da Costa Sousa, Thomas A. Runkler, José M. G. Sá da Costa
Distributed optimisation of a logistic system and its suppliers using ant colonies. Int. J. Syst. Sci. 37 (8) (2006)
João Miguel da Costa Sousa, João Rogério Caldas Pinto, Cláudia S. Ribeiro, João M. Gil
Ancient document recognition Using Fuzzy Methods. FUZZ-IEEE (2005)
Carlos A. Silva, João Miguel da Costa Sousa, Thomas A. Runkler, Rainer Palm
Soft computing optimization methods applied to logistic processes. Int. J. Approx. Reason. 40 (3) (2005)
Susana M. Vieira, L. F. Mendonga, João Miguel da Costa Sousa
Modified Regularity Criterion in Dynamic Fuzzy Modeling Applied to Industrial Processes. FUZZ-IEEE (2005)
João Rogério Caldas Pinto, Lourenço P. C. Bandeira, João Miguel da Costa Sousa, Pedro Pina
Combining Fuzzy Clustering and Morphological Methods for Old Documents Recovery. IbPRIA (2) (2005)
Cláudia S. Ribeiro, João M. Gil, João Rogério Caldas Pinto, João Miguel da Costa Sousa
Ancient Word Indexing Using Fuzzy Methods. PRIS (2004)
João Miguel da Costa Sousa, João Rogério Caldas Pinto
Comparison of Intelligent Classification Techniques Applied to Marble Classification. ICIAR (2) (2004)
Paulo Jorge Sequeira Gonçalves, Luís F. Mendonça, João Miguel da Costa Sousa, João Rogério Caldas Pinto
Fuzzy Model Based Control Applied to Path Planning Visual Servoing. CIARP (2004)
Luís F. Mendonça, João Miguel da Costa Sousa, José M. G. Sá da Costa
Optimization problems in multivariable fuzzy predictive control. Int. J. Approx. Reason. 36 (3) (2004)
Carlos A. Silva, João Miguel da Costa Sousa, José M. G. Sá da Costa, Thomas A. Runkler
A multi-agent approach for supply chain management using ant colony optimization. SMC (2) (2004)
Cláudia S. Ribeiro, João M. Gil, João Rogério Caldas Pinto, João Miguel da Costa Sousa
Ancient Document Recognition Using Fuzzy Methods. PRIS (2004)
Paulo Jorge Sequeira Gonçalves, Luís F. Mendonça, João Miguel da Costa Sousa, João Rogério Caldas Pinto
Fuzzy Model Based Control Applied to Image-Based Visual Servoing. ICINCO (1) (2004)
Paulo Jorge Sequeira Gonçalves, Luís F. Mendonça, João Miguel da Costa Sousa, João Rogério Caldas Pinto
Image Recognition Applied to Robot Control Using Fuzzy Modeling. ICIAR (1) (2004)
João Rogério Caldas Pinto, João Miguel da Costa Sousa, Hugo Alexandre
New Distance Measures Applied to Marble Classification. CIARP (2003)
Carlos A. Silva, Thomas A. Runkler, João Miguel da Costa Sousa, José M. G. Sá da Costa
Optimization of Logistic Processes in Supply-Chains Using Meta-heuristics. EPIA (2003)
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)
Uzay Kaymak, João Miguel da Costa Sousa
Weighted Constraint Aggregation in Fuzzy Optimization. Constraints An Int. J. 8 (1) (2003)
Lourenço P. C. Bandeira, João Miguel da Costa Sousa, Uzay Kaymak
Fuzzy Clustering in Classification Using Weighted Features. IFSA (2003)
João Miguel da Costa Sousa, Carlos A. Silva, José M. G. Sá da Costa
Fuzzy active noise modeling and control. Int. J. Approx. Reason. 33 (1) (2003)
João Miguel da Costa Sousa, Rainer Palm, Carlos A. Silva, Thomas A. Runkler
Optimizing logistic processes using a fuzzy decision making approach. IEEE Trans. Syst. Man Cybern. Part A 33 (2) (2003)
João Rogério Caldas Pinto, Pedro Vieira, João Miguel da Costa Sousa
A new graph-like classification method applied to ancient handwritten musical symbols. Int. J. Document Anal. Recognit. 6 (1) (2003)
Carlos A. Silva, Thomas A. Runkler, João Miguel da Costa Sousa, Rainer Palm
Ant Colonies as Logistic Processes Optimizers. Ant Algorithms (2002)
Uzay Kaymak, João Miguel da Costa Sousa
Weighting Contrainst in Fuzzy Optimization. FUZZ-IEEE (2001)
João Miguel da Costa Sousa, Uzay Kaymak
Model predictive control using fuzzy decision functions. IEEE Trans. Syst. Man Cybern. Part B 31 (1) (2001)
João Miguel da Costa Sousa
Optimization issues in predictive control with fuzzy objective functions. Int. J. Intell. Syst. 15 (9) (2000)
João Miguel da Costa Sousa, Magne Setnes
Fuzzy predictive filters in model predictive control. IEEE Trans. Ind. Electron. 46 (6) (1999)