Susana M. Vieira

Orcid: 0000-0001-7961-1004

According to our database1, Susana M. Vieira authored at least 89 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Towards Sustainable Inventory Management: A Many-Objective Approach to Stock Optimization in Multi-Storage Supply Chains.
Algorithms, June, 2024

Identifying the Determinants of Infant and Youth Mortality in Portugal: a Machine Learning Approach.
Proceedings of the International Joint Conference on Neural Networks, 2024

Applications of Autonomous Learning Multi Model System to Multiclass Imbalanced Datasets.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2024

2023
Agent-based hybrid tabu-search heuristic for dynamic scheduling.
Eng. Appl. Artif. Intell., November, 2023

Minimizing total completion time in large-sized pharmaceutical quality control scheduling.
J. Heuristics, February, 2023

Augmented Reality Techology in a Pharmaceutical Industry Prototype.
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.
Expert Syst. Appl., 2022

Many-objective optimization of a three-echelon supply chain: A case study in the pharmaceutical industry.
Comput. Ind. Eng., 2022

Integration of industrial IoT architectures for dynamic scheduling.
Comput. Ind. Eng., 2022

Intelligent Funds Assistant Exploiting Hierarchical Text Classification Algorithms.
Proceedings of the International Joint Conference on Neural Networks, 2022

First-Order Autonomous Learning Multi-Model Systems for Multiclass Classification tasks.
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.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

Fuzzy Systems in Health Care.
Proceedings of the 13th International Joint Conference on Computational Intelligence, 2021

A new approach to ALMMo-0 Classifiers: A trade-off between accuracy and complexity.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

2020
Pharmaceutical quality control laboratory digital twin - A novel governance model for resource planning and scheduling.
Int. J. Prod. Res., 2020

A Middleware Platform for Intelligent Automation: An Industrial Prototype Implementation.
Comput. Ind., 2020

Clinical Decision Support Systems for Triage in the Emergency Department using Intelligent Systems: a Review.
Artif. Intell. Medicine, 2020

Optimizing Agent Training with Deep Q-Learning on a Self-Driving Reinforcement Learning Environment.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Solving Dynamic Delivery Services Using Ant Colony Optimization.
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.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

Multi-agent system for dynamic scheduling.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019
Concept and Evaluation of a Technology-independent Data Collection Architecture for Industrial Automation.
Proceedings of the IECON 2019, 2019

An Architecture Based on Fuzzy Systems for Personalized Medicine in ICUs.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Fuzzy Modeling of Survival Associated to Insulin Therapy in the ICU.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

2018
Clinical decision support tool for Co-management signalling.
Int. J. Medical Informatics, 2018

Electricity fraud detection using committee semi-supervised learning.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Hybrid neural models for automatic handwritten digits recognition.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Short-term prediction in an Oscillating Water Column using Artificial Neural Networks.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Fuzzy Modeling for Predicting Patient Survival Rate in ICU with AKI.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

Fuzzy Classification of Bariatric Post-surgery Effectiveness.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

2017
Takagi-Sugeno Fuzzy Modeling Using Mixed Fuzzy Clustering.
IEEE Trans. Fuzzy Syst., 2017

Mixed Fuzzy Clustering for Misaligned Time Series.
IEEE Trans. Fuzzy Syst., 2017

Daily prediction of ICU readmissions using feature engineering and ensemble fuzzy modeling.
Expert Syst. Appl., 2017

Relating Aircraft Altitude with Pilot's Physiological Variables: Towards Increasing Safety in Light-sport Aviation.
Proceedings of the 14th International Conference on Informatics in Control, 2017

Clustering-based novelty detection to uncover electricity theft.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Multistage modeling for the classification of numerical and categorical datasets.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Short-term prediction of low kidney function in ICU patients.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

2016
Ensemble fuzzy models in personalized medicine: Application to vasopressors administration.
Eng. Appl. Artif. Intell., 2016

Mortality prediction of septic shock patients using probabilistic fuzzy systems.
Appl. Soft Comput., 2016

Mining Consumer Characteristics from Smart Metering Data through Fuzzy Modelling.
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.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016

Seasonal Clustering of Residential Natural Gas Consumers.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016

GA-ANN Short-Term Electricity Load Forecasting.
Proceedings of the Technological Innovation for Cyber-Physical Systems, 2016

Optimizing probabilistic fuzzy systems for classification using metaheuristics.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

Analysis of residential natural gas consumers using fuzzy c-means clustering.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

Predicting ICU readmissions based on bedside medical text notes.
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.
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.
Soft Comput., 2015

Electricity Usage Efficiency in Large Buildings: DSM Measures and Preliminary Simulations of DR Programs in a Public Library.
Proceedings of the Highlights of Practical Applications of Agents, Multi-Agent Systems, and Sustainability - The PAAMS Collection, 2015

Analysing the segmentation of energy consumers using mixed fuzzy clustering.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Ensemble fuzzy classifiers design using weighted aggregation criteria.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Fuzzy modeling based on Mixed Fuzzy Clustering for health care applications.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Fuzzy clustering and prediction of electricity demand based on household characteristics.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015

Fuzzy Clustering for Incomplete Short Time Series Data.
Proceedings of the Progress in Artificial Intelligence, 2015

2014
Binary Fish School Search applied to feature selection: Application to ICU readmissions.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Multimodeling for the prediction of patient readmissions in Intensive Care Units.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Metaheuristics for the 3D bin packing problem in the steel industry.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013
Reducing unnecessary lab testing in the ICU with artificial intelligence.
Int. J. Medical Informatics, 2013

Modified binary PSO for feature selection using SVM applied to mortality prediction of septic patients.
Appl. Soft Comput., 2013

Missing data in medical databases: Impute, delete or classify?
Artif. Intell. Medicine, 2013

A decision support system for ICU readmissions prevention.
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.
Proceedings of the Recent Trends in Applied Artificial Intelligence, 2013

Data mining and modeling to predict the necessity of vasopressors for ICU patients.
Proceedings of the FUZZ-IEEE 2013, 2013

Predicting intensive care unit readmissions using probabilistic fuzzy systems.
Proceedings of the FUZZ-IEEE 2013, 2013

2012
Fuzzy criteria for feature selection.
Fuzzy Sets Syst., 2012

Data mining using clinical physiology at discharge to predict ICU readmissions.
Expert Syst. Appl., 2012

Multi-stage modeling using fuzzy multi-criteria feature selection to improve survival prediction of ICU septic shock patients.
Expert Syst. Appl., 2012

Modified Sequential Forward Selection Applied to Predicting Septic Shock Outcome in the Intensive Care Unit.
Proceedings of the Synergies of Soft Computing and Statistics for Intelligent Data Analysis, 2012

ANN validation system for ICU neonatal data.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Probabilistic fuzzy prediction of mortality in intensive care units.
Proceedings of the FUZZ-IEEE 2012, 2012

Metaheuristics for feature selection: Application to sepsis outcome prediction.
Proceedings of the IEEE Congress on Evolutionary Computation, 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.
Proceedings of the FUZZ-IEEE 2011, 2011

Fuzzy modeling to predict administration of vasopressors in intensive care unit patients.
Proceedings of the FUZZ-IEEE 2011, 2011

Predicting laboratory testing in intensive care using fuzzy and neural modeling.
Proceedings of the FUZZ-IEEE 2011, 2011

Computational intelligence methods for processing misaligned, unevenly sampled time series containing missing data.
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2011

2010
Ant Feature Selection Using Fuzzy Decision Functions.
Proceedings of the Fuzzy Optimization - Recent Advances and Applications, 2010

Two cooperative ant colonies for feature selection using fuzzy models.
Expert Syst. Appl., 2010

Predicting Outcomes of Septic Shock Patients Using Feature Selection Based on Soft Computing Techniques.
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.
Proceedings of the FUZZ-IEEE 2010, 2010

2009
Feature Selection Using Fuzzy Objective Functions.
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.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

2008
Fuzzy classification in ant feature selection.
Proceedings of the FUZZ-IEEE 2008, 2008

2007
Decision tree search methods in fuzzy modeling and classification.
Int. J. Approx. Reason., 2007

Ant Colony Optimization Applied to Feature Selection in Fuzzy Classifiers.
Proceedings of the Foundations of Fuzzy Logic and Soft Computing, 2007

Real-Time Fuzzy Predictive Control of a Column Flotation Process.
Proceedings of the FUZZ-IEEE 2007, 2007

2006
Ant Based Fuzzy Modeling Applied to Marble Classification.
Proceedings of the Image Analysis and Recognition, Third International Conference, 2006

Fault Accommodation Using Fuzzy Predictive Control.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

2005
Modified Regularity Criterion in Dynamic Fuzzy Modeling Applied to Industrial Processes.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

2004
Combination of fuzzy identification algorithms applied to a column flotation process.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004


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