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

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)

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)

Ant Based Fuzzy Modeling Applied to Marble Classification. - Susana M. Vieira; João Miguel da Costa Sousa; João Rogério Caldas Pinto (ICIAR (2), 2006)

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

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)

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

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)

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)

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)

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)

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 001; 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)

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)

Fuzzy Clustering for Incomplete Short Time Series Data. - Lúcia P. Cruz; Susana M. Vieira; Susana Vinga (EPIA, 2015)

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)

Ensemble fuzzy classifiers design using weighted aggregation criteria. - Cátia M. Salgado; Carlos S. Azevedo; Jonathan M. Garibaldi; Susana M. Vieira (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)

Electricity Usage Efficiency in Large Buildings: DSM Measures and Preliminary Simulations of DR Programs in a Public Library. - Hugo Algarvio; Joaquim P. L. Viegas; Fernando Lopes 001; Diogo Amaro; Anabela Gonçalves Pronto; Susana M. Vieira (PAAMS (Workshops), 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)

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 001; 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)

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)

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)

Short-term prediction of low kidney function in ICU patients. - Ricardo Pacheco; Cátia M. Salgado; Rodrigo Deliberato; Leo Anthony Celi; Susana M. Vieira (FUZZ-IEEE, 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 (FUZZ-IEEE, 2017)

Clustering-based novelty detection to uncover electricity theft. - Joaquim L. Viegas; Susana M. Vieira (FUZZ-IEEE, 2017)

Relating Aircraft Altitude with Pilot's Physiological Variables: Towards Increasing Safety in Light-sport Aviation. - Susana M. Vieira; Alexandra Moutinho; Margarida Solas; José F. Loureiro; Maria B. Silva; Sara Zorro; Luís Patrão; Joaquim Gabriel; Jorge Silva (ICINCO (1), 2017)

Daily prediction of ICU readmissions using feature engineering and ensemble fuzzy modeling. - Rita Viegas; Cátia M. Salgado; Sérgio Curto; João Paulo Carvalho 001; Susana M. Vieira; Stan N. Finkelstein (Expert Syst. Appl., 2017)

Mixed Fuzzy Clustering for Misaligned Time Series. - Cátia M. Salgado; Marta C. Ferreira; Susana M. Vieira (IEEE Trans. Fuzzy Syst., 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)

Short-term prediction in an Oscillating Water Column using Artificial Neural Networks. - Marta P. B. Fernandes; Susana M. Vieira; João C. C. Henriques; Duarte Valério; Luís M. C. Gato (IJCNN, 2018)

Hybrid neural models for automatic handwritten digits recognition. - Aline A. Peres; Susana M. Vieira; João Rogério Caldas Pinto (IJCNN, 2018)

Electricity fraud detection using committee semi-supervised learning. - Joaquim L. Viegas; Nuno M. Cepeda; Susana M. Vieira (IJCNN, 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)

Concept and Evaluation of a Technology-independent Data Collection Architecture for Industrial Automation. - Emanuel Trunzer; Pedro Prata; Susana M. Vieira; Birgit Vogel-Heuser (IECON, 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)

Optimizing Agent Training with Deep Q-Learning on a Self-Driving Reinforcement Learning Environment. - Pedro João Rodrigues; Susana M. Vieira (SSCI, 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)

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)

Fuzzy Systems in Health Care. - Susana M. Vieira (IJCCI, 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)

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)

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)

Dual Resource Flexible Job Shop Scheduling Problems: The xBTF Algorithm. - Ricardo Magalhães; Filipe Santos; Susana M. Vieira; João M. C. Sousa (IPMU (1), 2024)

Forced Periodic Optimal Scheduling Policy for Graph Reinforcement Learning. - Miguel S. E. Martins; Susana M. Vieira; João M. C. Sousa (IPMU (1), 2024)

Fuzzy Rule Based Ensemble for Classification of Gait Patterns in Cerebral Palsy Patients. - Rodrigo B. Ventura; Filipe M. P. Santos; Susana M. Vieira; João M. C. Sousa (IPMU (3), 2024)

Towards Sustainable Inventory Management: A Many-Objective Approach to Stock Optimization in Multi-Storage Supply Chains. - João A. M. Santos; Miguel S. E. Martins; Rui M. Pinto; Susana M. Vieira (Algorithms, 2024)

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)