Susana M. Vieira

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 42

Top Topics

Intensive Care Units

Top Venues

Eng. Appl. Artif. Intell.

Publications

João A. M. Santos, Miguel S. E. Martins, Rui M. Pinto, Susana M. Vieira
Towards Sustainable Inventory Management: A Many-Objective Approach to Stock Optimization in Multi-Storage Supply Chains. Algorithms 17 (6) (2024)
André Seabra, Rodrigo M. M. Ventura, Rui Jorge Almeida, Susana M. Vieira, João M. C. Sousa
Applications of Autonomous Learning Multi Model System to Multiclass Imbalanced Datasets. FUZZ (2024)
Bernardo M. Firme, João Figueiredo, João M. C. Sousa, Susana M. Vieira
Agent-based hybrid tabu-search heuristic for dynamic scheduling. Eng. Appl. Artif. Intell. 126 (Part D) (2023)
Bernardo M. Firme, José Rodrigues, Maria Teresa Restivo, Susana M. Vieira, João M. C. Sousa
Augmented Reality Techology in a Pharmaceutical Industry Prototype. exp.at (2023)
Miguel S. E. Martins, Joaquim L. Viegas, Tiago Coito, Bernardo M. Firme, Andrea Costigliola, João Figueiredo, Susana M. Vieira, João M. C. Sousa
Minimizing total completion time in large-sized pharmaceutical quality control scheduling. J. Heuristics 29 (1) (2023)
Andrea Bertolini, Miguel S. E. Martins, Susana M. Vieira, João M. C. Sousa
Power output optimization of electric vehicles smart charging hubs using deep reinforcement learning. Expert Syst. Appl. 201 (2022)
Tiago Coito, Bernardo M. Firme, Miguel S. E. Martins, Andrea Costigliola, Rafael Lucas, João Figueiredo, Susana M. Vieira, João M. C. Sousa
Integration of industrial IoT architectures for dynamic scheduling. Comput. Ind. Eng. 171 (2022)
João A. M. Santos, João M. C. Sousa, Susana M. Vieira, André F. Ferreira
Many-objective optimization of a three-echelon supply chain: A case study in the pharmaceutical industry. Comput. Ind. Eng. 173 (2022)
Susana M. Vieira
Fuzzy Systems in Health Care. IJCCI (2021)
Ricardo Magalhães, Miguel Martins, Susana M. Vieira, Filipe Santos, João M. C. Sousa
Encoder-Decoder Neural Network Architecture for solving Job Shop Scheduling Problems using Reinforcement Learning. SSCI (2021)
Marta P. B. Fernandes, Susana M. Vieira, Francisca Pais Leite, Carlos Palos, Stan N. Finkelstein, João M. C. Sousa
Clinical Decision Support Systems for Triage in the Emergency Department using Intelligent Systems: a Review. Artif. Intell. Medicine 102 (2020)
Inês C. Ferreira, Bernardo M. Firme, Miguel S. E. Martins, Tiago Coito, Joaquim L. Viegas, João Figueiredo, Susana M. Vieira, João M. C. Sousa
Artificial Bee Colony Algorithm Applied to Dynamic Flexible Job Shop Problems. IPMU (1) (2020)
Miguel R. Lopes, Andrea Costigliola, Rui Pinto, Susana M. Vieira, João M. C. Sousa
Pharmaceutical quality control laboratory digital twin - A novel governance model for resource planning and scheduling. Int. J. Prod. Res. 58 (21) (2020)
Miguel S. E. Martins, Tiago Coito, Bernardo M. Firme, Joaquim L. Viegas, João M. C. Sousa, João Figueiredo, Susana M. Vieira
Solving Dynamic Delivery Services Using Ant Colony Optimization. IPMU (1) (2020)
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
Multi-agent system for dynamic scheduling. IJCNN (2020)
Pedro Rodrigues, Susana M. Vieira
Optimizing Agent Training with Deep Q-Learning on a Self-Driving Reinforcement Learning Environment. SSCI (2020)
Tiago Coito, Miguel S. E. Martins, Joaquim L. Viegas, Bernardo M. Firme, João Figueiredo, Susana M. Vieira, João M. C. Sousa
A Middleware Platform for Intelligent Automation: An Industrial Prototype Implementation. Comput. Ind. 123 (2020)
Aldo Arévalo, Bernardo M. Firme, Susana M. Vieira, Leo A. Celi, Stan N. Finkelstein, João M. C. Sousa
Fuzzy Modeling of Survival Associated to Insulin Therapy in the ICU. FUZZ-IEEE (2019)
João M. C. Sousa, Susana M. Vieira, João P. Carvalho, Sara C. Madeira, Leo A. Celi, Stan N. Finkelstein
An Architecture Based on Fuzzy Systems for Personalized Medicine in ICUs. FUZZ-IEEE (2019)
Aline A. Peres, Susana M. Vieira, João Rogério Caldas Pinto
Hybrid neural models for automatic handwritten digits recognition. IJCNN (2018)
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)
Andre D. Silva, Clara C. Correia, Cátia M. Salgado, Stan N. Finkelstein, Leo A. Celi, João M. C. Sousa, Susana M. Vieira
Fuzzy Modeling for Predicting Patient Survival Rate in ICU with AKI. FUZZ-IEEE (2018)
Joaquim L. Viegas, Nuno M. Cepeda, Susana M. Vieira
Electricity fraud detection using committee semi-supervised learning. IJCNN (2018)
Marta P. B. Fernandes, Susana M. Vieira, João C. C. Henriques, Duarte Valério, Luís M. C. Gato
Short-term prediction in an Oscillating Water Column using Artificial Neural Networks. IJCNN (2018)
Aldo Arévalo, Ricardo Pacheco, Cátia M. Salgado, Saskia van Loon, Arjen-Kars Boer, Susana M. Vieira, Uzay Kaymak, João M. C. Sousa
Fuzzy Classification of Bariatric Post-surgery Effectiveness. FUZZ-IEEE (2018)
Susana M. Vieira, Alexandra Moutinho, Margarida Solas, José F. Loureiro, Maria B. Silva, Sara Zorro, Luís Patrão, Joaquim Gabriel, Jorge Silva
Relating Aircraft Altitude with Pilot's Physiological Variables: Towards Increasing Safety in Light-sport Aviation. ICINCO (1) (2017)
Joaquim L. Viegas, Susana M. Vieira
Clustering-based novelty detection to uncover electricity theft. FUZZ-IEEE (2017)
Cátia M. Salgado, Marta P. B. Fernandes, Alexandra Horta, Miguel Xavier, João M. C. Sousa, Susana M. Vieira
Multistage modeling for the classification of numerical and categorical datasets. FUZZ-IEEE (2017)
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)
Rita Viegas, Cátia M. Salgado, Sérgio Curto, João Paulo Carvalho, Susana M. Vieira, Stan N. Finkelstein
Daily prediction of ICU readmissions using feature engineering and ensemble fuzzy modeling. Expert Syst. Appl. 79 (2017)
Cátia M. Salgado, Marta C. Ferreira, Susana M. Vieira
Mixed Fuzzy Clustering for Misaligned Time Series. IEEE Trans. Fuzzy Syst. 25 (6) (2017)
Ricardo Pacheco, Cátia M. Salgado, Rodrigo Deliberato, Leo Anthony Celi, Susana M. Vieira
Short-term prediction of low kidney function in ICU patients. FUZZ-IEEE (2017)
Sérgio Curto, João Paulo Carvalho, Cátia M. Salgado, Susana M. Vieira, João M. C. Sousa
Predicting ICU readmissions based on bedside medical text notes. FUZZ-IEEE (2016)
Cátia M. Salgado, Susana M. Vieira, João M. C. Sousa
Fuzzy Modeling Based on Mixed Fuzzy Clustering for Multivariate Time Series of Unequal Lengths. IPMU (2) (2016)
Marta P. B. Fernandes, Joaquim L. Viegas, Susana M. Vieira, João M. C. Sousa
Seasonal Clustering of Residential Natural Gas Consumers. IPMU (1) (2016)
Cátia M. Salgado, Susana M. Vieira, Luís F. Mendonça, Stan N. Finkelstein, João M. C. Sousa
Ensemble fuzzy models in personalized medicine: Application to vasopressors administration. Eng. Appl. Artif. Intell. 49 (2016)
Vanessa S. Cunha, Cátia M. Salgado, Susana M. Vieira, João M. C. Sousa
Fuzzy modeling to predict short and long-term mortality among patients with Acute Kidney Injury. FUZZ-IEEE (2016)
Marta P. B. Fernandes, Joaquim L. Viegas, Susana M. Vieira, João M. C. Sousa
Analysis of residential natural gas consumers using fuzzy c-means clustering. FUZZ-IEEE (2016)
Joaquim L. Viegas, Susana M. Vieira, Rui Melício, Victor M. F. Mendes, João M. C. Sousa
GA-ANN Short-Term Electricity Load Forecasting. DoCEIS (2016)
Joaquim L. Viegas, Susana M. Vieira, João M. C. Sousa
Mining Consumer Characteristics from Smart Metering Data through Fuzzy Modelling. IPMU (1) (2016)
André S. Fialho, Susana M. Vieira, Uzay Kaymak, Rui Jorge Almeida, Federico Cismondi, Shane R. Reti, Stan N. Finkelstein, João M. C. Sousa
Mortality prediction of septic shock patients using probabilistic fuzzy systems. Appl. Soft Comput. 42 (2016)
Hugo M. Proenca, Susana M. Vieira, Uzay Kaymak, Rui Jorge Almeida, João M. C. Sousa
Optimizing probabilistic fuzzy systems for classification using metaheuristics. FUZZ-IEEE (2016)
P. F. Vieira, Susana M. Vieira, Maria Isabel Gomes Salema, Ana Paula F. D. Barbosa-Póvoa, João M. C. Sousa
Designing closed-loop supply chains with nonlinear dimensioning factors using ant colony optimization. Soft Comput. 19 (8) (2015)
Hugo Algarvio, Joaquim P. L. Viegas, Fernando Lopes, Diogo Amaro, Anabela Gonçalves Pronto, Susana M. Vieira
Electricity Usage Efficiency in Large Buildings: DSM Measures and Preliminary Simulations of DR Programs in a Public Library. PAAMS (Workshops) (2015)
Joaquim P. L. Viegas, Susana M. Vieira, João M. C. Sousa
Fuzzy clustering and prediction of electricity demand based on household characteristics. IFSA-EUSFLAT (2015)
Hanna Schäfer, Joaquim P. L. Viegas, Marta C. Ferreira, Susana M. Vieira, João M. C. Sousa
Analysing the segmentation of energy consumers using mixed fuzzy clustering. FUZZ-IEEE (2015)
Cátia M. Salgado, Carlos S. Azevedo, Jonathan M. Garibaldi, Susana M. Vieira
Ensemble fuzzy classifiers design using weighted aggregation criteria. FUZZ-IEEE (2015)
Lúcia P. Cruz, Susana M. Vieira, Susana Vinga
Fuzzy Clustering for Incomplete Short Time Series Data. EPIA (2015)
Marta C. Ferreira, Cátia M. Salgado, Joaquim P. L. Viegas, Hanna Schäfer, Carlos S. Azevedo, Susana M. Vieira, João M. C. Sousa
Fuzzy modeling based on Mixed Fuzzy Clustering for health care applications. FUZZ-IEEE (2015)
Joaquim P. L. Viegas, Susana M. Vieira, João M. C. Sousa, Elsa M. P. Henriques
Metaheuristics for the 3D bin packing problem in the steel industry. IEEE Congress on Evolutionary Computation (2014)
Marta P. B. Fernandes, Claudia F. Silva, Susana M. Vieira, João M. C. Sousa
Multimodeling for the prediction of patient readmissions in Intensive Care Units. FUZZ-IEEE (2014)
Joao A. G. Sargo, Susana M. Vieira, João M. C. Sousa, Carmelo J. A. Bastos Filho
Binary Fish School Search applied to feature selection: Application to ICU readmissions. FUZZ-IEEE (2014)
Federico Cismondi, Leo A. Celi, André S. Fialho, Susana M. Vieira, Shane R. Reti, João M. C. Sousa, Stan N. Finkelstein
Reducing unnecessary lab testing in the ICU with artificial intelligence. Int. J. Medical Informatics 82 (5) (2013)
Susana M. Vieira, João Paulo Carvalho, André S. Fialho, Shane R. Reti, Stan N. Finkelstein, João M. C. Sousa
A decision support system for ICU readmissions prevention. IFSA/NAFIPS (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)
Susana M. Vieira, Luís F. Mendonça, Goncalo J. Farinha, João M. C. Sousa
Modified binary PSO for feature selection using SVM applied to mortality prediction of septic patients. Appl. Soft Comput. 13 (8) (2013)
Jose M. Rodrigues, André S. Fialho, Susana M. Vieira, Luís F. Mendonça, João M. C. Sousa
Data mining and modeling to predict the necessity of vasopressors for ICU patients. FUZZ-IEEE (2013)
Federico Cismondi, André S. Fialho, Xiaoning Lu, Susana M. Vieira, James E. Gray, Shane R. Reti, João M. C. Sousa, Stan N. Finkelstein
ANN validation system for ICU neonatal data. IJCNN (2012)
André S. Fialho, Federico Cismondi, Susana M. Vieira, Shane R. Reti, João M. C. Sousa, Stan N. Finkelstein
Data mining using clinical physiology at discharge to predict ICU readmissions. Expert Syst. Appl. 39 (18) (2012)
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)
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)
Susana M. Vieira, João M. C. Sousa, Uzay Kaymak
Fuzzy criteria for feature selection. Fuzzy Sets Syst. 189 (1) (2012)
André S. Fialho, Uzay Kaymak, Rui Jorge Almeida, Federico Cismondi, Susana M. Vieira, Shane R. Reti, João M. C. Sousa, Stan N. Finkelstein
Probabilistic fuzzy prediction of mortality in intensive care units. FUZZ-IEEE (2012)
Susana M. Vieira, Luís F. Mendonça, Goncalo J. Farinha, João M. C. Sousa
Metaheuristics for feature selection: Application to sepsis outcome prediction. IEEE Congress on Evolutionary Computation (2012)
Federico Cismondi, André S. Fialho, Susana M. Vieira, João M. C. Sousa, Shane R. Reti, Michael D. Howell, Stan N. Finkelstein
Computational intelligence methods for processing misaligned, unevenly sampled time series containing missing data. CIDM (2011)
Federico Cismondi, André S. Fialho, Susana M. Vieira, João M. C. Sousa, Shane R. Reti, Leo A. Celi, Michael D. Howell, Stan N. Finkelstein
Predicting laboratory testing in intensive care using fuzzy and neural modeling. FUZZ-IEEE (2011)
André S. Fialho, Federico Cismondi, Susana M. Vieira, João M. C. Sousa, Shane R. Reti, Leo A. Celi, Michael D. Howell, Stan N. Finkelstein
Fuzzy modeling to predict administration of vasopressors in intensive care unit patients. FUZZ-IEEE (2011)
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
Predicting septic shock outcomes in a database with missing data using fuzzy modeling: Influence of pre-processing techniques on real-world data-based classification. FUZZ-IEEE (2011)
Susana M. Vieira, Uzay Kaymak, João M. C. Sousa
Cohen's kappa coefficient as a performance measure for feature selection. FUZZ-IEEE (2010)
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)
Susana M. Vieira, João Miguel da Costa Sousa, Thomas A. Runkler
Fuzzy classification in ant feature selection. FUZZ-IEEE (2008)
Susana M. Vieira, João Miguel da Costa Sousa, Thomas A. Runkler
Ant Colony Optimization Applied to Feature Selection in Fuzzy Classifiers. IFSA (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)
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)
Luís F. Mendonça, Susana M. Vieira, João M. C. Sousa, José M. G. Sá da Costa
Fault Accommodation Using Fuzzy Predictive Control. FUZZ-IEEE (2006)
Susana M. Vieira, João Miguel da Costa Sousa, João Rogério Caldas Pinto
Ant Based Fuzzy Modeling Applied to Marble Classification. ICIAR (2) (2006)
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)
Susana M. Vieira, João M. C. Sousa, Fernando O. Durão
Combination of fuzzy identification algorithms applied to a column flotation process. FUZZ-IEEE (2004)