João Miguel da Costa Sousa

According to our database, João Miguel da Costa Sousa authored at least 153 papers between 1994 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Divide-and-conquer initialization and mutation operators for the large-scale mixed Capacitated Arc Routing Problem.

Diogo F. Oliveira, Miguel S. E. Martins, João M. C. Sousa, Susana M. Vieira, José Rui Figueira

Eur. J. Oper. Res., 2025

2024

Editorial: From Explainable Artificial Intelligence (xAI) to Understandable Artificial Intelligence (uAI).

Hussein A. Abbass, Keeley A. Crockett, Jonathan M. Garibaldi, Alexander E. Gegov, Uzay Kaymak, João Miguel da Costa Sousa

IEEE Trans. Artif. Intell., September, 2024

Identifying the Determinants of Infant and Youth Mortality in Portugal: a Machine Learning Approach.

Beatriz P. Lourenço, Miguel Santos Loureiro, Filipe Santos, Rodrigo M. M. Ventura, Ricardo Magalhães, Vera Dantas, Matilde Valente Rosa, Cristina Bárbara, João M. C. Sousa, Susana M. Vieira

Proceedings of the International Joint Conference on Neural Networks, 2024

Applications of Autonomous Learning Multi Model System to Multiclass Imbalanced Datasets.

André Seabra, Rodrigo M. M. Ventura, Rui Jorge Almeida, Susana M. Vieira, João M. C. Sousa

Proceedings of the IEEE International Conference on Fuzzy Systems, 2024

2023

Agent-based hybrid tabu-search heuristic for dynamic scheduling.

Bernardo M. Firme, João Figueiredo, João M. C. Sousa, Susana M. Vieira

Eng. Appl. Artif. Intell., November, 2023

A novel framework to improve motion planning of robotic systems through semantic knowledge-based reasoning.

Rodrigo Bernardo, João M. C. Sousa, Paulo J. S. Gonçalves

Comput. Ind. Eng., August, 2023

Minimizing total completion time in large-sized pharmaceutical quality control scheduling.

Miguel S. E. Martins, Joaquim L. Viegas, Tiago Coito, Bernardo M. Firme, Andrea Costigliola, João Figueiredo, Susana M. Vieira, João M. C. Sousa

J. Heuristics, February, 2023

The Use of Semantic Knowledge in Task Planning for Robotic Agents, Minimising Human Error.

Rodrigo Bernardo, João M. C. Sousa, Paulo J. S. Gonçalves

Proceedings of the Robot 2023: Sixth Iberian Robotics Conference, 2023

Ontological Framework to Improve Motion Planning of Manipulative Agents through Semantic Knowledge-Based Reasoning.

Rodrigo Bernardo, João M. C. Sousa, Paulo J. S. Gonçalves

Proceedings of the Workshop on Ontologies for Autonomous Robotics co-located with The 32nd IEEE International Conference on Robot and Human Interactive Communication (IEEE RO-MAN 2023), 2023

Augmented Reality Techology in a Pharmaceutical Industry Prototype.

Bernardo M. Firme, José Rodrigues, Maria Teresa Restivo, Susana M. Vieira, João M. C. Sousa

Proceedings of the 2023 6th Experiment@ International Conference (exp.at'23), 2023

2022

Power output optimization of electric vehicles smart charging hubs using deep reinforcement learning.

Andrea Bertolini, Miguel S. E. Martins, Susana M. Vieira, João M. C. Sousa

Expert Syst. Appl., 2022

Many-objective optimization of a three-echelon supply chain: A case study in the pharmaceutical industry.

João A. M. Santos, João M. C. Sousa, Susana M. Vieira, André F. Ferreira

Comput. Ind. Eng., 2022

Integration of industrial IoT architectures for dynamic scheduling.

Tiago Coito, Bernardo M. Firme, Miguel S. E. Martins, Andrea Costigliola, Rafael Lucas, João Figueiredo, Susana M. Vieira, João M. C. Sousa

Comput. Ind. Eng., 2022

Intelligent Funds Assistant Exploiting Hierarchical Text Classification Algorithms.

Inês Saraiva, Daniela Moniz, Alexandre Almeida, João M. C. Sousa, Susana M. Vieira

Proceedings of the International Joint Conference on Neural Networks, 2022

First-Order Autonomous Learning Multi-Model Systems for Multiclass Classification tasks.

Filipe Santos, Rodrigo Ventura, João M. C. Sousa, Susana Margarida Vieira

Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

2021

Encoder-Decoder Neural Network Architecture for solving Job Shop Scheduling Problems using Reinforcement Learning.

Ricardo Magalhães, Miguel S. E. Martins, Susana M. Vieira, Filipe Santos, João M. C. Sousa

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

A new approach to ALMMo-0 Classifiers: A trade-off between accuracy and complexity.

Filipe Santos, João M. C. Sousa, Susana Margarida Vieira

Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

2020

Guest Editorial: Deep Fuzzy Models.

Alexander E. Gegov, Uzay Kaymak, João Miguel da Costa Sousa

IEEE Trans. Fuzzy Syst., 2020

Towards high-level fuzzy control specifications for building automation systems.

Juan Carlos Vidal, Paulo Carreira, Vasco Amaral, Joao Aguiam, João Miguel da Costa Sousa

Softw. Syst. Model., 2020

Pharmaceutical quality control laboratory digital twin - A novel governance model for resource planning and scheduling.

Miguel R. Lopes, Andrea Costigliola, Rui Pinto, Susana M. Vieira, João M. C. Sousa

Int. J. Prod. Res., 2020

A Middleware Platform for Intelligent Automation: An Industrial Prototype Implementation.

Tiago Coito, Miguel S. E. Martins, Joaquim L. Viegas, Bernardo M. Firme, João Figueiredo, Susana M. Vieira, João M. C. Sousa

Comput. Ind., 2020

Clinical Decision Support Systems for Triage in the Emergency Department using Intelligent Systems: a Review.

Marta P. B. Fernandes, Susana M. Vieira, Francisca Pais Leite, Carlos Palos, Stan N. Finkelstein, João M. C. Sousa

Artif. Intell. Medicine, 2020

Solving Dynamic Delivery Services Using Ant Colony Optimization.

Miguel S. E. Martins, Tiago Coito, Bernardo M. Firme, Joaquim L. Viegas, João M. C. Sousa, João Figueiredo, Susana M. Vieira

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

Artificial Bee Colony Algorithm Applied to Dynamic Flexible Job Shop Problems.

Inês C. Ferreira, Bernardo M. Firme, Miguel S. E. Martins, Tiago Coito, Joaquim L. Viegas, João Figueiredo, Susana M. Vieira, João M. C. Sousa

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

Multi-agent system for dynamic scheduling.

Bernardo M. Firme, Guilherme Lopes, Miguel S. E. Martins, Tiago Coito, Joaquim L. Viegas, João M. C. Sousa, João C. P. Reis, João Figueiredo, Susana M. Vieira

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

An Architecture Based on Fuzzy Systems for Personalized Medicine in ICUs.

João M. C. Sousa, Susana M. Vieira, João P. Carvalho, Sara C. Madeira, Leo A. Celi, Stan N. Finkelstein

Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Fuzzy Modeling of Survival Associated to Insulin Therapy in the ICU.

Aldo Arévalo, Bernardo M. Firme, Susana M. Vieira, Leo A. Celi, Stan N. Finkelstein, João M. C. Sousa

Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

2018

Clinical decision support tool for Co-management signalling.

Alexandra Horta, Cátia M. Salgado, Marta P. B. Fernandes, Susana M. Vieira, João Miguel da Costa Sousa, Ana Luísa Papoila, Miguel Xavier

Int. J. Medical Informatics, 2018

Fuzzy Modeling for Predicting Patient Survival Rate in ICU with AKI.

Andre D. Silva, Clara C. Correia, Cátia M. Salgado, Stan N. Finkelstein, Leo A. Celi, João M. C. Sousa, Susana M. Vieira

Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

Fuzzy Classification of Bariatric Post-surgery Effectiveness.

Aldo Arévalo, Ricardo Pacheco, Cátia M. Salgado, Saskia van Loon, Arjen-Kars Boer, Susana M. Vieira, Uzay Kaymak, João M. C. Sousa

Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

2017

Takagi-Sugeno Fuzzy Modeling Using Mixed Fuzzy Clustering.

Cátia M. Salgado, Joaquim L. Viegas, Carlos S. Azevedo, Marta C. Ferreira, Susana M. Vieira, João Miguel da Costa Sousa

IEEE Trans. Fuzzy Syst., 2017

Multistage modeling for the classification of numerical and categorical datasets.

Cátia M. Salgado, Marta P. B. Fernandes, Alexandra Horta, Miguel Xavier, João M. C. Sousa, Susana M. Vieira

Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

2016

Ensemble fuzzy models in personalized medicine: Application to vasopressors administration.

Cátia M. Salgado, Susana M. Vieira, Luís F. Mendonça, Stan N. Finkelstein, João M. C. Sousa

Eng. Appl. Artif. Intell., 2016

Mortality prediction of septic shock patients using probabilistic fuzzy systems.

André S. Fialho, Susana M. Vieira, Uzay Kaymak, Rui Jorge Almeida, Federico Cismondi, Shane R. Reti, Stan N. Finkelstein, João M. C. Sousa

Appl. Soft Comput., 2016

Nonlinear economic model predictive control strategy for active smart buildings.

Rui Mirra Santos, Yi Zong, João M. C. Sousa, Luís F. Mendonça, Anders Thavlov

Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference Europe, 2016

Mining Consumer Characteristics from Smart Metering Data through Fuzzy Modelling.

Joaquim L. Viegas, Susana M. Vieira, João M. C. Sousa

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016

Fuzzy Modeling Based on Mixed Fuzzy Clustering for Multivariate Time Series of Unequal Lengths.

Cátia M. Salgado, Susana M. Vieira, João M. C. Sousa

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016

Estimation and Characterization of Activity Duration in Business Processes.

Rodrigo M. T. Gonçalves, Rui Jorge Almeida, João M. C. Sousa, Remco M. Dijkman

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016

Seasonal Clustering of Residential Natural Gas Consumers.

Marta P. B. Fernandes, Joaquim L. Viegas, Susana M. Vieira, João M. C. Sousa

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016

GA-ANN Short-Term Electricity Load Forecasting.

Joaquim L. Viegas, Susana M. Vieira, Rui Melício, Victor M. F. Mendes, João M. C. Sousa

Proceedings of the Technological Innovation for Cyber-Physical Systems, 2016

Optimizing probabilistic fuzzy systems for classification using metaheuristics.

Hugo Manuel Proença, Susana M. Vieira, Uzay Kaymak, Rui Jorge Almeida, João M. C. Sousa

Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

Analysis of residential natural gas consumers using fuzzy c-means clustering.

Marta P. B. Fernandes, Joaquim L. Viegas, Susana M. Vieira, João M. C. Sousa

Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

Predicting ICU readmissions based on bedside medical text notes.

Sérgio Curto, João Paulo Carvalho, Cátia M. Salgado, Susana M. Vieira, João M. C. Sousa

Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

Fuzzy modeling to predict short and long-term mortality among patients with Acute Kidney Injury.

Vanessa S. Cunha, Cátia M. Salgado, Susana M. Vieira, João M. C. Sousa

Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

Analysis of probabilistic fuzzy systems' parameters in conditional density estimation.

Rui Jorge Almeida, Nalan Bastürk, Uzay Kaymak, João M. C. Sousa

Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

2015

Designing closed-loop supply chains with nonlinear dimensioning factors using ant colony optimization.

P. F. Vieira, Susana M. Vieira, Maria Isabel Gomes Salema, Ana Paula F. D. Barbosa-Póvoa, João M. C. Sousa

Soft Comput., 2015

Analysing the segmentation of energy consumers using mixed fuzzy clustering.

Hanna Schäfer, Joaquim P. L. Viegas, Marta C. Ferreira, Susana M. Vieira, João M. C. Sousa

Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Fuzzy modeling based on Mixed Fuzzy Clustering for health care applications.

Marta C. Ferreira, Cátia M. Salgado, Joaquim P. L. Viegas, Hanna Schäfer, Carlos S. Azevedo, Susana M. Vieira, João M. C. Sousa

Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Fuzzy clustering and prediction of electricity demand based on household characteristics.

Joaquim P. L. Viegas, Susana M. Vieira, João M. C. Sousa

Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015

2014

Estimation of flexible fuzzy GARCH models for conditional density estimation.

Rui Jorge Almeida, Nalan Bastürk, Uzay Kaymak, João M. C. Sousa

Inf. Sci., 2014

Simulation and model sensitivity analisys of a wind turbine tower manufacturing plant.

Paulo Tomé, Eduardo Teixeira, Freddy Assuncao, Luís Marques, João C. P. Reis, João M. C. Sousa

Proceedings of the 4th International Conference On Simulation And Modeling Methodologies, 2014

Probabilistic Fuzzy Systems as Additive Fuzzy Systems.

Rui Jorge Almeida, Nick Verbeek, Uzay Kaymak, João Miguel da Costa Sousa

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014

Binary Fish School Search applied to feature selection: Application to ICU readmissions.

Joao A. G. Sargo, Susana M. Vieira, João M. C. Sousa, Carmelo J. A. Bastos Filho

Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Multimodeling for the prediction of patient readmissions in Intensive Care Units.

Marta P. B. Fernandes, Claudia F. Silva, Susana M. Vieira, João M. C. Sousa

Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Metaheuristics for the 3D bin packing problem in the steel industry.

Joaquim P. L. Viegas, Susana M. Vieira, João M. C. Sousa, Elsa M. P. Henriques

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Optimization of power flow with energy storage using genetic algorithms.

Vitor Leite, Carlos A. Silva, João Claro, João M. C. Sousa

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013

Insect Swarm Algorithms for Dynamic MAX-SAT Problems.

Pedro C. Pinto, Thomas A. Runkler, João M. C. Sousa

Proceedings of the Metaheuristics for Dynamic Optimization, 2013

Reducing unnecessary lab testing in the ICU with artificial intelligence.

Federico Cismondi, Leo A. Celi, André S. Fialho, Susana M. Vieira, Shane R. Reti, João M. C. Sousa, Stan N. Finkelstein

Int. J. Medical Informatics, 2013

Modified binary PSO for feature selection using SVM applied to mortality prediction of septic patients.

Susana M. Vieira, Luís F. Mendonça, Goncalo J. Farinha, João M. C. Sousa

Appl. Soft Comput., 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

Artif. Intell. Medicine, 2013

A decision support system for ICU readmissions prevention.

Susana M. Vieira, João Paulo Carvalho, André S. Fialho, Shane R. Reti, Stan N. Finkelstein, João M. C. Sousa

Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

An ACO Algorithm for the 3D Bin Packing Problem in the Steel Industry.

Miguel Espinheira Silveira, Susana Margarida Vieira, João Miguel da Costa Sousa

Proceedings of the Recent Trends in Applied Artificial Intelligence, 2013

Data mining and modeling to predict the necessity of vasopressors for ICU patients.

Jose M. Rodrigues, André S. Fialho, Susana M. Vieira, Luís F. Mendonça, João M. C. Sousa

Proceedings of the FUZZ-IEEE 2013, 2013

Predicting intensive care unit readmissions using probabilistic fuzzy systems.

André S. Fialho, Uzay Kaymak, Federico Cismondi, Susana Margarida Vieira, Shane R. Reti, João M. C. Sousa, Stan N. Finkelstein

Proceedings of the FUZZ-IEEE 2013, 2013

2012

Fuzzy criteria for feature selection.

Susana M. Vieira, João M. C. Sousa, Uzay Kaymak

Fuzzy Sets Syst., 2012

Fault tolerant control using a fuzzy predictive approach.

Luís F. Mendonça, João Miguel da Costa Sousa, José M. G. Sá da Costa

Expert Syst. Appl., 2012

Data mining using clinical physiology at discharge to predict ICU readmissions.

André S. Fialho, Federico Cismondi, Susana M. Vieira, Shane R. Reti, João M. C. Sousa, Stan N. Finkelstein

Expert Syst. Appl., 2012

Multi-stage modeling using fuzzy multi-criteria feature selection to improve survival prediction of ICU septic shock patients.

Federico Cismondi, Abigail L. Horn, André S. Fialho, Susana M. Vieira, Shane R. Reti, João Miguel da Costa Sousa, Stan N. Finkelstein

Expert Syst. Appl., 2012

Modified Sequential Forward Selection Applied to Predicting Septic Shock Outcome in the Intensive Care Unit.

Ruben D. M. A. Pereira, João Miguel da Costa Sousa, Susana M. Vieira, Shane R. Reti, Stan N. Finkelstein

Proceedings of the Synergies of Soft Computing and Statistics for Intelligent Data Analysis, 2012

Conditional Density Estimation Using Fuzzy GARCH Models.

Rui Jorge Almeida, Nalan Bastürk, Uzay Kaymak, João Miguel da Costa Sousa

Proceedings of the Synergies of Soft Computing and Statistics for Intelligent Data Analysis, 2012

ANN validation system for ICU neonatal data.

Federico Cismondi, André S. Fialho, Xiaoning Lu, Susana M. Vieira, James E. Gray, Shane R. Reti, João M. C. Sousa, Stan N. Finkelstein

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Probabilistic fuzzy prediction of mortality in intensive care units.

André S. Fialho, Uzay Kaymak, Rui Jorge Almeida, Federico Cismondi, Susana M. Vieira, Shane R. Reti, João M. C. Sousa, Stan N. Finkelstein

Proceedings of the FUZZ-IEEE 2012, 2012

Metaheuristics for feature selection: Application to sepsis outcome prediction.

Susana M. Vieira, Luís F. Mendonça, Goncalo J. Farinha, João M. C. Sousa

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

SCant-design: Closed loop supply chain design using ant colony optimization.

Vasco M. C. Esteves, João M. C. Sousa, Carlos A. Silva, Ana Paula F. D. Barbosa-Póvoa, Maria Isabel Gomes Salema

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

New Insights on Septic Shock Goal-Directed Therapies.

Ruben Duarte Pereira, Shane R. Reti, João Miguel da Costa Sousa, Stan N. Finkelstein

Proceedings of the AMIA 2012, 2012

2011

Predicting septic shock outcomes in a database with missing data using fuzzy modeling: Influence of pre-processing techniques on real-world data-based classification.

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

Proceedings of the FUZZ-IEEE 2011, 2011

Fuzzy modeling to predict administration of vasopressors in intensive care unit patients.

André S. Fialho, Federico Cismondi, Susana M. Vieira, João M. C. Sousa, Shane R. Reti, Leo A. Celi, Michael D. Howell, Stan N. Finkelstein

Proceedings of the FUZZ-IEEE 2011, 2011

Predicting laboratory testing in intensive care using fuzzy and neural modeling.

Federico Cismondi, André S. Fialho, Susana M. Vieira, João M. C. Sousa, Shane R. Reti, Leo A. Celi, Michael D. Howell, Stan N. Finkelstein

Proceedings of the FUZZ-IEEE 2011, 2011

Computational intelligence methods for processing misaligned, unevenly sampled time series containing missing data.

Federico Cismondi, André S. Fialho, Susana M. Vieira, João M. C. Sousa, Shane R. Reti, Michael D. Howell, Stan N. Finkelstein

Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2011

2010

Ant Feature Selection Using Fuzzy Decision Functions.

Susana M. Vieira, João M. C. Sousa, Uzay Kaymak

Proceedings of the Fuzzy Optimization - Recent Advances and Applications, 2010

Application of evolving fuzzy modeling to fault tolerant control.

Davyd da Cruz Chivala, Luís F. Mendonça, João M. C. Sousa, José M. G. Sá da Costa

Evol. Syst., 2010

Two cooperative ant colonies for feature selection using fuzzy models.

Susana M. Vieira, João Miguel da Costa Sousa, Thomas A. Runkler

Expert Syst. Appl., 2010

Predicting Outcomes of Septic Shock Patients Using Feature Selection Based on Soft Computing Techniques.

André S. Fialho, Federico Cismondi, Susana M. Vieira, João Miguel da Costa Sousa, Shane R. Reti, Michael D. Howell, Stan N. Finkelstein

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications, 2010

Cohen's kappa coefficient as a performance measure for feature selection.

Susana M. Vieira, Uzay Kaymak, João M. C. Sousa

Proceedings of the FUZZ-IEEE 2010, 2010

Fault tolerant control using evolving fuzzy modeling.

Davyd da Cruz Chivala, Luís F. Mendonça, João M. C. Sousa, José M. G. Sá da Costa

Proceedings of the FUZZ-IEEE 2010, 2010

A new approach to dealing with missing values in data-driven fuzzy modeling.

Rui Jorge Almeida, Uzay Kaymak, João M. C. Sousa

Proceedings of the FUZZ-IEEE 2010, 2010

2009

Using a Local Discovery Ant Algorithm for Bayesian Network Structure Learning.

Pedro C. Pinto, Andreas Nägele, Mathäus Dejori, Thomas A. Runkler, João Miguel da Costa Sousa

IEEE Trans. Evol. Comput., 2009

An architecture for fault detection and isolation based on fuzzy methods.

Luís F. Mendonça, João Miguel da Costa Sousa, José M. G. Sá da Costa

Expert Syst. Appl., 2009

Distributed supply chain management using ant colony optimization.

Carlos A. Silva, João Miguel da Costa Sousa, Thomas A. Runkler, José M. G. Sá da Costa

Eur. J. Oper. Res., 2009

Feature Selection Using Fuzzy Objective Functions.

Susana M. Vieira, João Miguel da Costa Sousa, Uzay Kaymak

Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

Knowledge Discovery in the Prediction of Bankruptcy.

Rui Jorge Almeida, Susana M. Vieira, Viorel Milea, 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, 2009

2008

Uncalibrated Eye-to-Hand Visual Servoing Using Inverse Fuzzy Models.

Paulo Jorge Sequeira Gonçalves, Luís F. Mendonça, João Miguel da Costa Sousa, João Rogério Caldas Pinto

IEEE Trans. Fuzzy Syst., 2008

Rescheduling and optimization of logistic processes using GA and ACO.

Carlos A. Silva, João Miguel da Costa Sousa, Thomas A. Runkler

Eng. Appl. Artif. Intell., 2008

Evolving Fuzzy Modeling of an Uncalibrated Visual Servoing System.

Paulo Jorge Sequeira Gonçalves, João Miguel da Costa Sousa, João Rogério Caldas Pinto

Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008

Fuzzy classification in ant feature selection.

Susana M. Vieira, João Miguel da Costa Sousa, Thomas A. Runkler

Proceedings of the FUZZ-IEEE 2008, 2008

Fault accommodation of an experimental three tank system using fuzzy predictive control.

Luís F. Mendonça, João M. C. Sousa, José M. G. Sá da Costa

Proceedings of the FUZZ-IEEE 2008, 2008

Fuzzy rule extraction from typicality and membership partitions.

Rui Jorge Almeida, Uzay Kaymak, João M. C. Sousa

Proceedings of the FUZZ-IEEE 2008, 2008

Learning of Bayesian networks by a local discovery ant colony algorithm.

Pedro C. Pinto, Andreas Nägele, Mathäus Dejori, Thomas A. Runkler, João Miguel da Costa Sousa

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007

Ant Colony Optimization and its Application to Regular and Dynamic MAX-SAT Problems.

Pedro C. Pinto, Thomas A. Runkler, João Miguel da Costa Sousa

Proceedings of the Advances in Biologically Inspired Information Systems: Models, 2007

Word Indexing of Ancient Documents Using Fuzzy Classification.

João Miguel da Costa Sousa, João M. Gil, João Rogério Caldas Pinto

IEEE Trans. Fuzzy Syst., 2007

Decision tree search methods in fuzzy modeling and classification.

Luís F. Mendonça, Susana M. Vieira, João Miguel da Costa Sousa

Int. J. Approx. Reason., 2007

Optimization of logistic systems using fuzzy weighted aggregation.

Carlos A. Silva, João Miguel da Costa Sousa, Thomas A. Runkler

Fuzzy Sets Syst., 2007

Ant Colony Optimization Applied to Feature Selection in Fuzzy Classifiers.

Susana M. Vieira, João Miguel da Costa Sousa, Thomas A. Runkler

Proceedings of the Foundations of Fuzzy Logic and Soft Computing, 2007

Fault Tolerant Control of a Three Tank Benchmark Using Weighted Predictive Control.

Luís F. Mendonça, João Miguel da Costa Sousa, José M. G. Sá da Costa

Proceedings of the Foundations of Fuzzy Logic and Soft Computing, 2007

Beam-ACO Distributed Optimization Applied to Supply-Chain Management.

João Caldeira, Ricardo Azevedo, Carlos A. Silva, João Miguel da Costa Sousa

Proceedings of the Foundations of Fuzzy Logic and Soft Computing, 2007

Wasp Swarm Algorithm for Dynamic MAX-SAT Problems.

Pedro C. Pinto, Thomas A. Runkler, João Miguel da Costa Sousa

Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007

Real-Time Fuzzy Predictive Control of a Column Flotation Process.

Susana M. Vieira, João Miguel da Costa Sousa, Fernando O. Durão

Proceedings of the FUZZ-IEEE 2007, 2007

Supply-Chain Management Using ACO and Beam-ACO Algorithms.

João Caldeira, Ricardo Azevedo, Carlos A. Silva, João Miguel da Costa Sousa

Proceedings of the FUZZ-IEEE 2007, 2007

2006

Weighting goals and constraints in fuzzy predictive control.

Luís F. Mendonça, João Miguel da Costa Sousa, Uzay Kaymak, José M. G. Sá da Costa

J. Intell. Fuzzy Syst., 2006

Distributed optimisation of a logistic system and its suppliers using ant colonies.

Carlos A. Silva, João Miguel da Costa Sousa, Thomas A. Runkler, José M. G. Sá da Costa

Int. J. Syst. Sci., 2006

Old document recognition using fuzzy methods.

João Miguel da Costa Sousa, João M. Gil, Cláudia S. Ribeiro, João Rogério Caldas Pinto

Int. J. Intell. Syst. Technol. Appl., 2006

Ant Based Fuzzy Modeling Applied to Marble Classification.

Susana M. Vieira, João Miguel da Costa Sousa, João Rogério Caldas Pinto

Proceedings of the Image Analysis and Recognition, Third International Conference, 2006

Uncalibrated Visual Servoing in 3D Workspace.

Paulo Jorge Sequeira Gonçalves, A. Paris, C. Christo, João Miguel da Costa Sousa, João Rogério Caldas Pinto

Proceedings of the Image Analysis and Recognition, Third International Conference, 2006

Fault Accommodation Using Fuzzy Predictive Control.

Luís F. Mendonça, Susana M. Vieira, João M. C. Sousa, José M. G. Sá da Costa

Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

A New Feature Selection Criterion for Fuzzy Classification.

Rui Jorge Almeida, Carlos A. Silva, João M. C. Sousa

Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

Distributed Optimization using Ant Colony Optimization in a Concrete Delivery Supply Chain.

Jorge M. Faria, Carlos A. Silva, João M. C. Sousa, Michele Surico, Uzay Kaymak

Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

An ant algorithm for static and dynamic MAX-SAT problems.

Pedro C. Pinto, Thomas A. Runkler, João M. C. Sousa

Proceedings of the 1st International ICST Conference on Bio Inspired Models of Network, 2006

2005

Soft computing optimization methods applied to logistic processes.

Carlos A. Silva, João Miguel da Costa Sousa, Thomas A. Runkler, Rainer Palm

Int. J. Approx. Reason., 2005

Combining Fuzzy Clustering and Morphological Methods for Old Documents Recovery.

João Rogério Caldas Pinto, Lourenço P. C. Bandeira, João Miguel da Costa Sousa, Pedro Pina

Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005

Modified Regularity Criterion in Dynamic Fuzzy Modeling Applied to Industrial Processes.

Susana M. Vieira, L. F. Mendonga, João Miguel da Costa Sousa

Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

Ancient document recognition Using Fuzzy Methods.

João Miguel da Costa Sousa, João Rogério Caldas Pinto, Cláudia S. Ribeiro, João M. Gil

Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

Fault Detection and Isolation of Industrial Processes Using Optimized Fuzzy Models.

Luís F. Mendonça, João M. C. Sousa, José M. G. Sá da Costa

Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

Concrete Delivery using a combination of GA and ACO.

Carlos A. Silva, Jorge M. Faria, P. Abrantes, João M. C. Sousa, Michele Surico, David Naso

Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005

2004

Optimization problems in multivariable fuzzy predictive control.

Luís F. Mendonça, João Miguel da Costa Sousa, José M. G. Sá da Costa

Int. J. Approx. Reason., 2004

A multi-agent approach for supply chain management using ant colony optimization.

Carlos A. Silva, João Miguel da Costa Sousa, José M. G. Sá da Costa, Thomas A. Runkler

Proceedings of the IEEE International Conference on Systems, 2004

Ancient Word Indexing Using Fuzzy Methods.

Cláudia S. Ribeiro, João M. Gil, João Rogério Caldas Pinto, João Miguel da Costa Sousa

Proceedings of the Pattern Recognition in Information Systems, 2004

Fuzzy Model Based Control Applied to Image-Based Visual Servoing.

Paulo Jorge Sequeira Gonçalves, Luís F. Mendonça, João Miguel da Costa Sousa, João Rogério Caldas Pinto

Proceedings of the ICINCO 2004, 2004

Comparison of Intelligent Classification Techniques Applied to Marble Classification.

João Miguel da Costa Sousa, João Rogério Caldas Pinto

Proceedings of the Image Analysis and Recognition: International Conference, 2004

Image Recognition Applied to Robot Control Using Fuzzy Modeling.

Paulo Jorge Sequeira Gonçalves, Luís F. Mendonça, João Miguel da Costa Sousa, João Rogério Caldas Pinto

Proceedings of the Image Analysis and Recognition: International Conference, 2004

Combination of fuzzy identification algorithms applied to a column flotation process.

Susana M. Vieira, João M. C. Sousa, Fernando O. Durão

Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

Improving visual servoing using fuzzy filters.

Paulo Jorge Sequeira Gonçalves, Luís F. Mendonça, João M. C. Sousa, João Rogério Caldas Pinto

Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

Fuzzy Model Based Control Applied to Path Planning Visual Servoing.

Paulo Jorge Sequeira Gonçalves, Luís F. Mendonça, João Miguel da Costa Sousa, João Rogério Caldas Pinto

Proceedings of the Progress in Pattern Recognition, 2004

2003

Optimizing logistic processes using a fuzzy decision making approach.

João Miguel da Costa Sousa, Rainer Palm, Carlos A. Silva, Thomas A. Runkler

IEEE Trans. Syst. Man Cybern. Part A, 2003

A new graph-like classification method applied to ancient handwritten musical symbols.

João Rogério Caldas Pinto, Pedro Vieira, João Miguel da Costa Sousa

Int. J. Document Anal. Recognit., 2003

Fuzzy active noise modeling and control.

João Miguel da Costa Sousa, Carlos A. Silva, José M. G. Sá da Costa

Int. J. Approx. Reason., 2003

Weighted Constraint Aggregation in Fuzzy Optimization.

Uzay Kaymak, João Miguel da Costa Sousa

Constraints An Int. J., 2003

Fuzzy Clustering in Classification Using Weighted Features.

Lourenço P. C. Bandeira, João Miguel da Costa Sousa, Uzay Kaymak

Proceedings of the Fuzzy Sets and Systems - IFSA 2003, 10th International Fuzzy Systems Association World Congress, Istanbul, Turkey, June 30, 2003

Modeling charity donations using target selection for revenue maximization.

João M. C. Sousa, Sara C. Madeira, Uzay Kaymak

Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003

Fuzzy issues in multivariable predictive control.

Luís F. Mendonça, João Miguel da Costa Sousa, Uzay Kaymak, José M. G. Sá da Costa

Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003

Evolved genetic algorithms with fuzzy aggregation applied to priorities in logistic systems.

Carlos A. Silva, João M. C. Sousa, Thomas A. Runkler, José M. G. Sá da Costa

Proceedings of 9th IEEE International Conference on Emerging Technologies and Factory Automation, 2003

Fuzzy model-based fault detection and isolation.

Luís F. Mendonça, João M. C. Sousa, José M. G. Sá da Costa

Proceedings of 9th IEEE International Conference on Emerging Technologies and Factory Automation, 2003

Optimization of Logistic Processes in Supply-Chains Using Meta-heuristics.

Carlos A. Silva, Thomas A. Runkler, João Miguel da Costa Sousa, José M. G. Sá da Costa

Proceedings of the Progress in Artificial Intelligence, 2003

New Distance Measures Applied to Marble Classification.

João Rogério Caldas Pinto, João Miguel da Costa Sousa, Hugo Alexandre

Proceedings of the Progress in Pattern Recognition, 2003

2002

Fuzzy Decision Making in Modeling and Control

João M. C. Sousa, Uzay Kaymak

World Scientific Series in Robotics and Intelligent Systems 27, World Scientific, ISBN: 978-981-4489-26-3, 2002

A comparative study of fuzzy target selection methods in direct marketing.

João M. C. Sousa, Uzay Kaymak, Sara C. Madeira

Proceedings of the 2002 IEEE International Conference on Fuzzy Systems, 2002

Ant Colonies as Logistic Processes Optimizers.

Carlos A. Silva, Thomas A. Runkler, João Miguel da Costa Sousa, Rainer Palm

Proceedings of the Ant Algorithms, Third International Workshop, 2002

2001

Model predictive control using fuzzy decision functions.

João Miguel da Costa Sousa, Uzay Kaymak

IEEE Trans. Syst. Man Cybern. Part B, 2001

Force Control of Robotic Manipulators Using a Fuzzy Predictive Approach.

Luis Filipe Baptista, João M. C. Sousa, José M. G. Sá da Costa

J. Intell. Robotic Syst., 2001

Weighting Contrainst in Fuzzy Optimization.

Uzay Kaymak, João Miguel da Costa Sousa

Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001

2000

Optimization issues in predictive control with fuzzy objective functions.

João Miguel da Costa Sousa

Int. J. Intell. Syst., 2000

1999

Fuzzy predictive filters in model predictive control.

João Miguel da Costa Sousa, Magne Setnes

IEEE Trans. Ind. Electron., 1999

Fuzzy rule-based optimization in nonlinear predictive control.

Magne Setnes, João M. C. Sousa

Proceedings of the 5th European Control Conference, 1999

1994

Real Time fuzzy control of Column flotation Process.

M. Teresa Carvalho, João M. C. Sousa, Fernando O. Durão, P. M. Martins

Proceedings of the Postprint Volume from the IFAC Symposium on Artificial Intelligence in Real-Time Control, 1994