João M. C. Sousa

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 37

Top Topics

Pharmaceutical Industry

Intensive Care Units

Top Venues

Comput. Ind. Eng.

Publications

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)
Rodrigo Bernardo, João M. C. Sousa, Paulo J. S. Gonçalves
Ontological Framework to Improve Motion Planning of Manipulative Agents through Semantic Knowledge-Based Reasoning. RobOntics@RO-MAN (2023)
Rodrigo Bernardo, João M. C. Sousa, Paulo J. S. Gonçalves
The Use of Semantic Knowledge in Task Planning for Robotic Agents, Minimising Human Error. ROBOT (1) (2023)
Rodrigo Bernardo, João M. C. Sousa, Paulo J. S. Gonçalves
A novel framework to improve motion planning of robotic systems through semantic knowledge-based reasoning. Comput. Ind. Eng. 182 (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)
Filipe Santos, Rodrigo Ventura, João M. C. Sousa, Susana Margarida Vieira
First-Order Autonomous Learning Multi-Model Systems for Multiclass Classification tasks. FUZZ-IEEE (2022)
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)
Filipe Santos, João M. C. Sousa, Susana Margarida Vieira
A new approach to ALMMo-0 Classifiers: A trade-off between accuracy and complexity. FUZZ-IEEE (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)
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)
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)
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)
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)
Rui Jorge Almeida, Nalan Bastürk, Uzay Kaymak, João M. C. Sousa
Analysis of probabilistic fuzzy systems' parameters in conditional density estimation. FUZZ-IEEE (2016)
Rodrigo M. T. Gonçalves, Rui Jorge Almeida, João M. C. Sousa, Remco M. Dijkman
Estimation and Characterization of Activity Duration in Business Processes. IPMU (2) (2016)
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)
Rui Mirra Santos, Yi Zong, João M. C. Sousa, Luís F. Mendonça, Anders Thavlov
Nonlinear economic model predictive control strategy for active smart buildings. ISGT Europe (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)
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)
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)
Paulo Tomé, Eduardo Teixeira, Freddy Assuncao, Luís Marques, João C. P. Reis, João M. C. Sousa
Simulation and model sensitivity analisys of a wind turbine tower manufacturing plant. SIMULTECH (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)
Rui Jorge Almeida, Nalan Bastürk, Uzay Kaymak, João M. C. Sousa
Estimation of flexible fuzzy GARCH models for conditional density estimation. Inf. Sci. 267 (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)
Vitor Leite, Carlos A. Silva, João Claro, João M. C. Sousa
Optimization of power flow with energy storage using genetic algorithms. IEEE Congress on Evolutionary Computation (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)
André S. Fialho, Uzay Kaymak, Federico Cismondi, Susana Margarida Vieira, Shane R. Reti, João M. C. Sousa, Stan N. Finkelstein
Predicting intensive care unit readmissions using probabilistic fuzzy systems. FUZZ-IEEE (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)
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)
Vasco M. C. Esteves, João M. C. Sousa, Carlos A. Silva, Ana Paula F. D. Barbosa-Póvoa, Maria Isabel Gomes Salema
SCant-design: Closed loop supply chain design using ant colony optimization. IEEE Congress on Evolutionary Computation (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)
Davyd da Cruz Chivala, Luís F. Mendonça, João M. C. Sousa, José M. G. Sá da Costa
Fault tolerant control using evolving fuzzy modeling. FUZZ-IEEE (2010)
Susana M. Vieira, Uzay Kaymak, João M. C. Sousa
Cohen's kappa coefficient as a performance measure for feature selection. FUZZ-IEEE (2010)
Rui Jorge Almeida, Uzay Kaymak, João M. C. Sousa
A new approach to dealing with missing values in data-driven fuzzy modeling. FUZZ-IEEE (2010)
Davyd da Cruz Chivala, Luís F. Mendonça, João M. C. Sousa, José M. G. Sá da Costa
Application of evolving fuzzy modeling to fault tolerant control. Evol. Syst. 1 (4) (2010)
Luís F. Mendonça, João M. C. Sousa, José M. G. Sá da Costa
Fault accommodation of an experimental three tank system using fuzzy predictive control. FUZZ-IEEE (2008)
Rui Jorge Almeida, Uzay Kaymak, João M. C. Sousa
Fuzzy rule extraction from typicality and membership partitions. FUZZ-IEEE (2008)
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)
Rui Jorge Almeida, Carlos A. Silva, João M. C. Sousa
A New Feature Selection Criterion for Fuzzy Classification. FUZZ-IEEE (2006)
Pedro C. Pinto, Thomas A. Runkler, João M. C. Sousa
An ant algorithm for static and dynamic MAX-SAT problems. BIONETICS (2006)
Jorge M. Faria, Carlos A. Silva, João M. C. Sousa, Michele Surico, Uzay Kaymak
Distributed Optimization using Ant Colony Optimization in a Concrete Delivery Supply Chain. IEEE Congress on Evolutionary Computation (2006)
Carlos A. Silva, Jorge M. Faria, P. Abrantes, João M. C. Sousa, Michele Surico, David Naso
Concrete Delivery using a combination of GA and ACO. CDC/ECC (2005)
Luís F. Mendonça, João M. C. Sousa, José M. G. Sá da Costa
Fault Detection and Isolation of Industrial Processes Using Optimized Fuzzy Models. 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)
Paulo Jorge Sequeira Gonçalves, Luís F. Mendonça, João M. C. Sousa, João Rogério Caldas Pinto
Improving visual servoing using fuzzy filters. FUZZ-IEEE (2004)
Carlos A. Silva, João M. C. Sousa, Thomas A. Runkler, José M. G. Sá da Costa
Evolved genetic algorithms with fuzzy aggregation applied to priorities in logistic systems. ETFA (2) (2003)
Luís F. Mendonça, João M. C. Sousa, José M. G. Sá da Costa
Fuzzy model-based fault detection and isolation. ETFA (2) (2003)
João M. C. Sousa, Sara C. Madeira, Uzay Kaymak
Modeling charity donations using target selection for revenue maximization. FUZZ-IEEE (2003)
João M. C. Sousa, Uzay Kaymak, Sara C. Madeira
A comparative study of fuzzy target selection methods in direct marketing. FUZZ-IEEE (2002)
Luis Filipe Baptista, João M. C. Sousa, José M. G. Sá da Costa
Force Control of Robotic Manipulators Using a Fuzzy Predictive Approach. J. Intell. Robotic Syst. 30 (4) (2001)
Magne Setnes, João M. C. Sousa
Fuzzy rule-based optimization in nonlinear predictive control. ECC (1999)
M. Teresa Carvalho, João M. C. Sousa, Fernando O. Durão, P. M. Martins
Real Time fuzzy control of Column flotation Process. AIRTC (1994)