Real Time fuzzy control of Column flotation Process. - M. Teresa Carvalho; João M. C. Sousa; Fernando O. Durão; P. M. Martins (AIRTC, 1994)

Fuzzy rule-based optimization in nonlinear predictive control. - Magne Setnes; João M. C. Sousa (ECC, 1999)

Fuzzy predictive filters in model predictive control. - João Miguel da Costa Sousa; Magne Setnes (IEEE Trans. Ind. Electron., 1999)

Optimization issues in predictive control with fuzzy objective functions. - João Miguel da Costa Sousa (Int. J. Intell. Syst., 2000)

Weighting Contrainst in Fuzzy Optimization. - Uzay Kaymak; João Miguel da Costa Sousa (FUZZ-IEEE, 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)

Model predictive control using fuzzy decision functions. - João Miguel da Costa Sousa; Uzay Kaymak (IEEE Trans. Syst. Man Cybern. Part B, 2001)

Ant Colonies as Logistic Processes Optimizers. - Carlos A. Silva 001; Thomas A. Runkler; João Miguel da Costa Sousa; Rainer Palm (Ant Algorithms, 2002)

A comparative study of fuzzy target selection methods in direct marketing. - João M. C. Sousa; Uzay Kaymak; Sara C. Madeira (FUZZ-IEEE, 2002)

Fuzzy Decision Making in Modeling and Control - João M. C. Sousa; Uzay Kaymak (World Scientific, 2002)

New Distance Measures Applied to Marble Classification. - João Rogério Caldas Pinto; João Miguel da Costa Sousa; Hugo Alexandre (CIARP, 2003)

Optimization of Logistic Processes in Supply-Chains Using Meta-heuristics. - Carlos A. Silva 001; Thomas A. Runkler; João Miguel da Costa Sousa; José M. G. Sá da Costa (EPIA, 2003)

Fuzzy model-based fault detection and isolation. - Luís F. Mendonça; João M. C. Sousa; José M. G. Sá da Costa (ETFA (2), 2003)

Evolved genetic algorithms with fuzzy aggregation applied to priorities in logistic systems. - Carlos A. Silva 001; João M. C. Sousa; Thomas A. Runkler; José M. G. Sá da Costa (ETFA (2), 2003)

Fuzzy issues in multivariable predictive control. - Luís F. Mendonça; João Miguel da Costa Sousa; Uzay Kaymak; José M. G. Sá da Costa (FUZZ-IEEE, 2003)

Modeling charity donations using target selection for revenue maximization. - João M. C. Sousa; Sara C. Madeira; Uzay Kaymak (FUZZ-IEEE, 2003)

Fuzzy Clustering in Classification Using Weighted Features. - Lourenço P. C. Bandeira; João Miguel da Costa Sousa; Uzay Kaymak (IFSA, 2003)

Weighted Constraint Aggregation in Fuzzy Optimization. - Uzay Kaymak; João Miguel da Costa Sousa (Constraints An Int. J., 2003)

Fuzzy active noise modeling and control. - João Miguel da Costa Sousa; Carlos A. Silva 001; José M. G. Sá da Costa (Int. J. Approx. Reason., 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)

Optimizing logistic processes using a fuzzy decision making approach. - João Miguel da Costa Sousa; Rainer Palm; Carlos A. Silva 001; Thomas A. Runkler (IEEE Trans. Syst. Man Cybern. Part A, 2003)

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 (CIARP, 2004)

Improving visual servoing using fuzzy filters. - Paulo Jorge Sequeira Gonçalves; Luís F. Mendonça; João M. C. Sousa; João Rogério Caldas Pinto (FUZZ-IEEE, 2004)

Combination of fuzzy identification algorithms applied to a column flotation process. - Susana M. Vieira; João M. C. Sousa; Fernando O. Durão (FUZZ-IEEE, 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 (ICIAR (1), 2004)

Comparison of Intelligent Classification Techniques Applied to Marble Classification. - João Miguel da Costa Sousa; João Rogério Caldas Pinto (ICIAR (2), 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 (ICINCO (1), 2004)

Ancient Word Indexing Using Fuzzy Methods. - Cláudia S. Ribeiro; João M. Gil; João Rogério Caldas Pinto; João Miguel da Costa Sousa (PRIS, 2004)

A multi-agent approach for supply chain management using ant colony optimization. - Carlos A. Silva 001; João Miguel da Costa Sousa; José M. G. Sá da Costa; Thomas A. Runkler (SMC (2), 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)

Concrete Delivery using a combination of GA and ACO. - Carlos A. Silva 001; Jorge M. Faria; P. Abrantes; João M. C. Sousa; Michele Surico; David Naso (CDC/ECC, 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 (FUZZ-IEEE, 2005)

Ancient document recognition Using Fuzzy Methods. - João Miguel da Costa Sousa; João Rogério Caldas Pinto; Cláudia S. Ribeiro; João M. Gil (FUZZ-IEEE, 2005)

Modified Regularity Criterion in Dynamic Fuzzy Modeling Applied to Industrial Processes. - Susana M. Vieira; L. F. Mendonga; João Miguel da Costa Sousa (FUZZ-IEEE, 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 (IbPRIA (2), 2005)

Soft computing optimization methods applied to logistic processes. - Carlos A. Silva 001; João Miguel da Costa Sousa; Thomas A. Runkler; Rainer Palm (Int. J. Approx. Reason., 2005)

An ant algorithm for static and dynamic MAX-SAT problems. - Pedro C. Pinto; Thomas A. Runkler; João M. C. Sousa (BIONETICS, 2006)

Distributed Optimization using Ant Colony Optimization in a Concrete Delivery Supply Chain. - Jorge M. Faria; Carlos A. Silva 001; João M. C. Sousa; Michele Surico; Uzay Kaymak (IEEE Congress on Evolutionary Computation, 2006)

A New Feature Selection Criterion for Fuzzy Classification. - Rui Jorge Almeida; Carlos A. Silva 001; João M. C. Sousa (FUZZ-IEEE, 2006)

Fault Accommodation Using Fuzzy Predictive Control. - Luís F. Mendonça; Susana M. Vieira; João M. C. Sousa; José M. G. Sá da Costa (FUZZ-IEEE, 2006)

Uncalibrated Visual Servoing in 3D Workspace. - Paulo Jorge Sequeira Gonçalves; A. Paris; C. Christo; João Miguel da Costa Sousa; João Rogério Caldas Pinto (ICIAR (2), 2006)

Ant Based Fuzzy Modeling Applied to Marble Classification. - Susana M. Vieira; João Miguel da Costa Sousa; João Rogério Caldas Pinto (ICIAR (2), 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)

Distributed optimisation of a logistic system and its suppliers using ant colonies. - Carlos A. Silva 001; João Miguel da Costa Sousa; Thomas A. Runkler; José M. G. Sá da Costa (Int. J. Syst. Sci., 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)

Supply-Chain Management Using ACO and Beam-ACO Algorithms. - João Caldeira; Ricardo Azevedo; Carlos A. Silva 001; João Miguel da Costa Sousa (FUZZ-IEEE, 2007)

Real-Time Fuzzy Predictive Control of a Column Flotation Process. - Susana M. Vieira; João Miguel da Costa Sousa; Fernando O. Durão (FUZZ-IEEE, 2007)

Wasp Swarm Algorithm for Dynamic MAX-SAT Problems. - Pedro C. Pinto; Thomas A. Runkler; João Miguel da Costa Sousa (ICANNGA (1), 2007)

Beam-ACO Distributed Optimization Applied to Supply-Chain Management. - João Caldeira; Ricardo Azevedo; Carlos A. Silva 001; João Miguel da Costa Sousa (IFSA (1), 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 (IFSA (1), 2007)

Ant Colony Optimization Applied to Feature Selection in Fuzzy Classifiers. - Susana M. Vieira; João Miguel da Costa Sousa; Thomas A. Runkler (IFSA (1), 2007)

Optimization of logistic systems using fuzzy weighted aggregation. - Carlos A. Silva 001; João Miguel da Costa Sousa; Thomas A. Runkler (Fuzzy Sets 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)

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)

Ant Colony Optimization and its Application to Regular and Dynamic MAX-SAT Problems. - Pedro C. Pinto; Thomas A. Runkler; João Miguel da Costa Sousa (Advances in Biologically Inspired Information Systems, 2007)

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 (IEEE Congress on Evolutionary Computation, 2008)

Fuzzy rule extraction from typicality and membership partitions. - Rui Jorge Almeida; Uzay Kaymak; João M. C. Sousa (FUZZ-IEEE, 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 (FUZZ-IEEE, 2008)

Fuzzy classification in ant feature selection. - Susana M. Vieira; João Miguel da Costa Sousa; Thomas A. Runkler (FUZZ-IEEE, 2008)

Evolving Fuzzy Modeling of an Uncalibrated Visual Servoing System. - Paulo Jorge Sequeira Gonçalves; João Miguel da Costa Sousa; João Rogério Caldas Pinto (ICIAR, 2008)

Rescheduling and optimization of logistic processes using GA and ACO. - Carlos A. Silva 001; João Miguel da Costa Sousa; Thomas A. Runkler (Eng. Appl. Artif. Intell., 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)

Knowledge Discovery in the Prediction of Bankruptcy. - Rui Jorge Almeida; Susana M. Vieira; Viorel Milea; Uzay Kaymak; João Miguel da Costa Sousa (IFSA/EUSFLAT Conf., 2009)

Feature Selection Using Fuzzy Objective Functions. - Susana M. Vieira; João Miguel da Costa Sousa; Uzay Kaymak (IFSA/EUSFLAT Conf., 2009)

Distributed supply chain management using ant colony optimization. - Carlos A. Silva 001; João Miguel da Costa Sousa; Thomas A. Runkler; José M. G. Sá da Costa (Eur. J. Oper. Res., 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)

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)

A new approach to dealing with missing values in data-driven fuzzy modeling. - Rui Jorge Almeida; Uzay Kaymak; João M. C. Sousa (FUZZ-IEEE, 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 (FUZZ-IEEE, 2010)

Cohen's kappa coefficient as a performance measure for feature selection. - Susana M. Vieira; Uzay Kaymak; João M. C. Sousa (FUZZ-IEEE, 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 (IPMU (2), 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)

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)

Ant Feature Selection Using Fuzzy Decision Functions. - Susana M. Vieira; João M. C. Sousa; Uzay Kaymak (Fuzzy Optimization, 2010)

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 (CIDM, 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 (FUZZ-IEEE, 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 (FUZZ-IEEE, 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 (FUZZ-IEEE, 2011)

New Insights on Septic Shock Goal-Directed Therapies. - Ruben Duarte Pereira; Shane R. Reti; João Miguel da Costa Sousa; Stan N. Finkelstein (AMIA, 2012)

SCant-design: Closed loop supply chain design using ant colony optimization. - Vasco M. C. Esteves; João M. C. Sousa; Carlos A. Silva 001; Ana Paula F. D. Barbosa-Póvoa; Maria Isabel Gomes Salema (IEEE Congress on Evolutionary Computation, 2012)

Metaheuristics for feature selection: Application to sepsis outcome prediction. - Susana M. Vieira; Luís F. Mendonça; Goncalo J. Farinha; João M. C. Sousa (IEEE Congress on Evolutionary Computation, 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 (FUZZ-IEEE, 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 (IJCNN, 2012)

Conditional Density Estimation Using Fuzzy GARCH Models. - Rui Jorge Almeida; Nalan Bastürk; Uzay Kaymak; João Miguel da Costa Sousa (SMPS, 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 (SMPS, 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)

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)

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)

Fuzzy criteria for feature selection. - Susana M. Vieira; João M. C. Sousa; Uzay Kaymak (Fuzzy Sets Syst., 2012)

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 (FUZZ-IEEE, 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 (FUZZ-IEEE, 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 (IEA/AIE, 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 (IFSA/NAFIPS, 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)

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)

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)

Insect Swarm Algorithms for Dynamic MAX-SAT Problems. - Pedro C. Pinto; Thomas A. Runkler; João M. C. Sousa (Metaheuristics for Dynamic Optimization, 2013)

Optimization of power flow with energy storage using genetic algorithms. - Vitor Leite; Carlos A. Silva 001; João Claro; João M. C. Sousa (IEEE Congress on Evolutionary Computation, 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 (IEEE Congress on Evolutionary Computation, 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 (FUZZ-IEEE, 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 (FUZZ-IEEE, 2014)

Probabilistic Fuzzy Systems as Additive Fuzzy Systems. - Rui Jorge Almeida; Nick Verbeek; Uzay Kaymak; João Miguel da Costa Sousa (IPMU (1), 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 (SIMULTECH, 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)

Fuzzy clustering and prediction of electricity demand based on household characteristics. - Joaquim P. L. Viegas; Susana M. Vieira; João M. C. Sousa (IFSA-EUSFLAT, 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 (FUZZ-IEEE, 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 (FUZZ-IEEE, 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)

Analysis of probabilistic fuzzy systems' parameters in conditional density estimation. - Rui Jorge Almeida; Nalan Bastürk; Uzay Kaymak; João M. C. Sousa (FUZZ-IEEE, 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 (FUZZ-IEEE, 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 (FUZZ-IEEE, 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 (FUZZ-IEEE, 2016)

Optimizing probabilistic fuzzy systems for classification using metaheuristics. - Hugo Manuel Proença; Susana M. Vieira; Uzay Kaymak; Rui Jorge Almeida; João M. C. Sousa (FUZZ-IEEE, 2016)

GA-ANN Short-Term Electricity Load Forecasting. - Joaquim L. Viegas; Susana M. Vieira; Rui Melício; Victor M. F. Mendes; João M. C. Sousa (DoCEIS, 2016)

Seasonal Clustering of Residential Natural Gas Consumers. - Marta P. B. Fernandes; Joaquim L. Viegas; Susana M. Vieira; João M. C. Sousa (IPMU (1), 2016)

Estimation and Characterization of Activity Duration in Business Processes. - Rodrigo M. T. Gonçalves; Rui Jorge Almeida; João M. C. Sousa; Remco M. Dijkman (IPMU (2), 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 (IPMU (2), 2016)

Mining Consumer Characteristics from Smart Metering Data through Fuzzy Modelling. - Joaquim L. Viegas; Susana M. Vieira; João M. C. Sousa (IPMU (1), 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 (ISGT Europe, 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)

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)

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 (FUZZ-IEEE, 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)

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 (FUZZ-IEEE, 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 (FUZZ-IEEE, 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 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 (FUZZ-IEEE, 2019)

An Architecture Based on Fuzzy Systems for Personalized Medicine in ICUs. - João M. C. Sousa; Susana M. Vieira; João P. Carvalho 001; Sara C. Madeira; Leo A. Celi; Stan N. Finkelstein (FUZZ-IEEE, 2019)

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 (IJCNN, 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 (IPMU (1), 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 (IPMU (1), 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)

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)

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)

Towards high-level fuzzy control specifications for building automation systems. - Juan Carlos Vidal; Paulo Carreira 001; Vasco Amaral 001; Joao Aguiam; João Miguel da Costa Sousa (Softw. Syst. Model., 2020)

Guest Editorial: Deep Fuzzy Models. - Alexander E. Gegov; Uzay Kaymak; João Miguel da Costa Sousa (IEEE Trans. Fuzzy Syst., 2020)

A new approach to ALMMo-0 Classifiers: A trade-off between accuracy and complexity. - Filipe Santos; João M. C. Sousa; Susana Margarida Vieira (FUZZ-IEEE, 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 (SSCI, 2021)

First-Order Autonomous Learning Multi-Model Systems for Multiclass Classification tasks. - Filipe Santos; Rodrigo Ventura 001; João M. C. Sousa; Susana Margarida Vieira (FUZZ-IEEE, 2022)

Intelligent Funds Assistant Exploiting Hierarchical Text Classification Algorithms. - Inês Saraiva; Daniela Moniz; Alexandre Almeida; João M. C. Sousa; Susana M. Vieira (IJCNN, 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)

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)

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)

Augmented Reality Techology in a Pharmaceutical Industry Prototype. - Bernardo M. Firme; José Rodrigues; Maria Teresa Restivo; Susana M. Vieira; João M. C. Sousa (exp.at, 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 (RobOntics@RO-MAN, 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 (ROBOT (1), 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, 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., 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., 2023)

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 (FUZZ, 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 (IJCNN, 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., 2024)