João M. C. Sousa

98 papers B 44C 2Journal 22Unranked 27

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Reliable machine learning initialization methods for the calibration of Dynamic Energy Budget models. Ecol. Informatics Diogo F. Oliveira, Gonçalo M. Marques, Filipe M. P. Santos, Laure Pecquerie, João M. C. Sousa, Tiago Domingos
2025	—	`conf`	Distilling Knowledge from Deep Neural Networks to Neuro-Fuzzy Inference Systems. FUZZ Filipe M. P. Santos, Alexandre Gonçalves, João M. C. Sousa, Susana M. Vieira
2025	J	`jnl`	Divide-and-conquer initialization and mutation operators for the large-scale mixed Capacitated Arc Routing Problem. Eur. J. Oper. Res. Diogo F. Oliveira, Miguel S. E. Martins, João M. C. Sousa, Susana M. Vieira, José Rui Figueira
2025	—	`conf`	Industry 5.0 and Smart Scheduling: Operation Concept of PlanARa. exp.at Bernardo M. Firme, Maria Teresa Restivo, João M. C. Sousa, Susana M. Vieira
2025	J	`jnl`	Ontological framework for high-level task replanning for autonomous robotic systems. Robotics Auton. Syst. Rodrigo Bernardo, João M. C. Sousa, Paulo J. S. Gonçalves
2025	—	`conf`	Solving Complex Scheduling Under Fuzzy Uncertainty with Heuristic Methods. FUZZ Miguel S. E. Martins, João M. C. Sousa, Susana M. Vieira
2024	—	`conf`	Applications of Autonomous Learning Multi Model System to Multiclass Imbalanced Datasets. FUZZ André Seabra, Rodrigo M. M. Ventura, Rui Jorge Almeida, Susana M. Vieira, João M. C. Sousa
2024	—	`conf`	Dual Resource Flexible Job Shop Scheduling Problems: The xBTF Algorithm. IPMU (1) Ricardo Magalhães, Filipe Santos, Susana M. Vieira, João M. C. Sousa
2024	—	`conf`	Forced Periodic Optimal Scheduling Policy for Graph Reinforcement Learning. IPMU (1) Miguel S. E. Martins, Susana M. Vieira, João M. C. Sousa
2024	—	`conf`	Fuzzy Rule Based Ensemble for Classification of Gait Patterns in Cerebral Palsy Patients. IPMU (3) Rodrigo B. Ventura, Filipe M. P. Santos, Susana M. Vieira, João M. C. Sousa
2024	B	`conf`	Identifying the Determinants of Infant and Youth Mortality in Portugal: a Machine Learning Approach. IJCNN 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
2023	J	`jnl`	A novel framework to improve motion planning of robotic systems through semantic knowledge-based reasoning. Comput. Ind. Eng. Rodrigo Bernardo, João M. C. Sousa, Paulo J. S. Gonçalves
2023	J	`jnl`	Agent-based hybrid tabu-search heuristic for dynamic scheduling. Eng. Appl. Artif. Intell. Bernardo M. Firme, João Figueiredo, João M. C. Sousa, Susana M. Vieira
2023	—	`conf`	Augmented Reality Techology in a Pharmaceutical Industry Prototype. exp.at Bernardo M. Firme, José Carlos Rodrigues, Maria Teresa Restivo, Susana M. Vieira, João M. C. Sousa
2023	J	`jnl`	Minimizing total completion time in large-sized pharmaceutical quality control scheduling. J. Heuristics Miguel S. E. Martins, Joaquim L. Viegas, Tiago Coito, Bernardo M. Firme, Andrea Costigliola, João Figueiredo, Susana M. Vieira, João M. C. Sousa
2023	—	`conf`	Ontological Framework to Improve Motion Planning of Manipulative Agents through Semantic Knowledge-Based Reasoning. RobOntics@RO-MAN Rodrigo Bernardo, João M. C. Sousa, Paulo J. S. Gonçalves
2023	—	`conf`	The Use of Semantic Knowledge in Task Planning for Robotic Agents, Minimising Human Error. ROBOT (1) Rodrigo Bernardo, João M. C. Sousa, Paulo J. S. Gonçalves
2022	B	`conf`	First-Order Autonomous Learning Multi-Model Systems for Multiclass Classification tasks. FUZZ-IEEE Filipe Santos, Rodrigo Ventura, João M. C. Sousa, Susana Margarida Vieira
2022	J	`jnl`	Integration of industrial IoT architectures for dynamic scheduling. Comput. Ind. Eng. Tiago Coito, Bernardo M. Firme, Miguel S. E. Martins, Andrea Costigliola, Rafael Lucas, João Figueiredo, Susana M. Vieira, João M. C. Sousa
2022	B	`conf`	Intelligent Funds Assistant Exploiting Hierarchical Text Classification Algorithms. IJCNN Inês Saraiva, Daniela Moniz, Alexandre Almeida, João M. C. Sousa, Susana M. Vieira
2022	J	`jnl`	Many-objective optimization of a three-echelon supply chain: A case study in the pharmaceutical industry. Comput. Ind. Eng. João A. M. Santos, João M. C. Sousa, Susana M. Vieira, André F. Ferreira
2022	J	`jnl`	Power output optimization of electric vehicles smart charging hubs using deep reinforcement learning. Expert Syst. Appl. Andrea Bertolini, Miguel S. E. Martins, Susana M. Vieira, João M. C. Sousa
2021	B	`conf`	A new approach to ALMMo-0 Classifiers: A trade-off between accuracy and complexity. FUZZ-IEEE Filipe Santos, João M. C. Sousa, Susana Margarida Vieira
2021	—	`conf`	Encoder-Decoder Neural Network Architecture for solving Job Shop Scheduling Problems using Reinforcement Learning. SSCI Ricardo Magalhães, Miguel S. E. Martins, Susana M. Vieira, Filipe Santos, João M. C. Sousa
2020	J	`jnl`	A Middleware Platform for Intelligent Automation: An Industrial Prototype Implementation. Comput. Ind. Tiago Coito, Miguel S. E. Martins, Joaquim L. Viegas, Bernardo M. Firme, João Figueiredo, Susana M. Vieira, João M. C. Sousa
2020	—	`conf`	Artificial Bee Colony Algorithm Applied to Dynamic Flexible Job Shop Problems. IPMU (1) Inês C. Ferreira, Bernardo M. Firme, Miguel S. E. Martins, Tiago Coito, Joaquim L. Viegas, João Figueiredo, Susana M. Vieira, João M. C. Sousa
2020	J	`jnl`	Clinical Decision Support Systems for Triage in the Emergency Department using Intelligent Systems: a Review. Artif. Intell. Medicine Marta P. B. Fernandes, Susana M. Vieira, Francisca Pais Leite, Carlos Palos, Stan N. Finkelstein, João M. C. Sousa
2020	B	`conf`	Multi-agent system for dynamic scheduling. IJCNN 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
2020	J	`jnl`	Pharmaceutical quality control laboratory digital twin - A novel governance model for resource planning and scheduling. Int. J. Prod. Res. Miguel R. Lopes, Andrea Costigliola, Rui Pinto, Susana M. Vieira, João M. C. Sousa
2020	—	`conf`	Solving Dynamic Delivery Services Using Ant Colony Optimization. IPMU (1) Miguel S. E. Martins, Tiago Coito, Bernardo M. Firme, Joaquim L. Viegas, João M. C. Sousa, João Figueiredo, Susana M. Vieira
2019	B	`conf`	An Architecture Based on Fuzzy Systems for Personalized Medicine in ICUs. FUZZ-IEEE João M. C. Sousa, Susana M. Vieira, João P. Carvalho, Sara C. Madeira, Leo A. Celi, Stan N. Finkelstein
2019	B	`conf`	Fuzzy Modeling of Survival Associated to Insulin Therapy in the ICU. FUZZ-IEEE Aldo Arévalo, Bernardo M. Firme, Susana M. Vieira, Leo A. Celi, Stan N. Finkelstein, João M. C. Sousa
2018	B	`conf`	Fuzzy Classification of Bariatric Post-surgery Effectiveness. FUZZ-IEEE Aldo Arévalo, Ricardo Pacheco, Cátia M. Salgado, Saskia van Loon, Arjen-Kars Boer, Susana M. Vieira, Uzay Kaymak, João M. C. Sousa
2018	B	`conf`	Fuzzy Modeling for Predicting Patient Survival Rate in ICU with AKI. FUZZ-IEEE Andre D. Silva, Clara C. Correia, Cátia M. Salgado, Stan N. Finkelstein, Leo A. Celi, João M. C. Sousa, Susana M. Vieira
2017	B	`conf`	Multistage modeling for the classification of numerical and categorical datasets. FUZZ-IEEE Cátia M. Salgado, Marta P. B. Fernandes, Alexandra Horta, Miguel Xavier, João M. C. Sousa, Susana M. Vieira
2016	B	`conf`	Analysis of probabilistic fuzzy systems' parameters in conditional density estimation. FUZZ-IEEE Rui Jorge Almeida, Nalan Bastürk, Uzay Kaymak, João M. C. Sousa
2016	B	`conf`	Analysis of residential natural gas consumers using fuzzy c-means clustering. FUZZ-IEEE Marta P. B. Fernandes, Joaquim L. Viegas, Susana M. Vieira, João M. C. Sousa
2016	J	`jnl`	Ensemble fuzzy models in personalized medicine: Application to vasopressors administration. Eng. Appl. Artif. Intell. Cátia M. Salgado, Susana M. Vieira, Luís F. Mendonça, Stan N. Finkelstein, João M. C. Sousa
2016	—	`conf`	Estimation and Characterization of Activity Duration in Business Processes. IPMU (2) Rodrigo M. T. Gonçalves, Rui Jorge Almeida, João M. C. Sousa, Remco M. Dijkman
2016	—	`conf`	Fuzzy Modeling Based on Mixed Fuzzy Clustering for Multivariate Time Series of Unequal Lengths. IPMU (2) Cátia M. Salgado, Susana M. Vieira, João M. C. Sousa
2016	B	`conf`	Fuzzy modeling to predict short and long-term mortality among patients with Acute Kidney Injury. FUZZ-IEEE Vanessa S. Cunha, Cátia M. Salgado, Susana M. Vieira, João M. C. Sousa
2016	—	`conf`	GA-ANN Short-Term Electricity Load Forecasting. DoCEIS Joaquim L. Viegas, Susana M. Vieira, Rui Melício, Victor M. F. Mendes, João M. C. Sousa
2016	—	`conf`	Mining Consumer Characteristics from Smart Metering Data through Fuzzy Modelling. IPMU (1) Joaquim L. Viegas, Susana M. Vieira, João M. C. Sousa
2016	J	`jnl`	Mortality prediction of septic shock patients using probabilistic fuzzy systems. Appl. Soft Comput. André S. Fialho, Susana M. Vieira, Uzay Kaymak, Rui Jorge Almeida, Federico Cismondi, Shane R. Reti, Stan N. Finkelstein, João M. C. Sousa
2016	—	`conf`	Nonlinear economic model predictive control strategy for active smart buildings. ISGT Europe Rui Mirra Santos, Yi Zong, João M. C. Sousa, Luís F. Mendonça, Anders Thavlov
2016	B	`conf`	Optimizing probabilistic fuzzy systems for classification using metaheuristics. FUZZ-IEEE Hugo Manuel Proença, Susana M. Vieira, Uzay Kaymak, Rui Jorge Almeida, João M. C. Sousa
2016	B	`conf`	Predicting ICU readmissions based on bedside medical text notes. FUZZ-IEEE Sérgio Curto, João Paulo Carvalho, Cátia M. Salgado, Susana M. Vieira, João M. C. Sousa
2016	—	`conf`	Seasonal Clustering of Residential Natural Gas Consumers. IPMU (1) Marta P. B. Fernandes, Joaquim L. Viegas, Susana M. Vieira, João M. C. Sousa
2015	B	`ed.`	2015 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2015, Istanbul, Turkey, August 2-5, 2015 FUZZ-IEEE Adnan Yazici, Nikhil R. Pal, Uzay Kaymak, Trevor Martin, Hisao Ishibuchi, Chin-Teng Lin, João M. C. Sousa, Bülent Tütmez
2015	B	`conf`	Analysing the segmentation of energy consumers using mixed fuzzy clustering. FUZZ-IEEE Hanna Schäfer, Joaquim P. L. Viegas, Marta C. Ferreira, Susana M. Vieira, João M. C. Sousa
2015	J	`jnl`	Designing closed-loop supply chains with nonlinear dimensioning factors using ant colony optimization. Soft Comput. P. F. Vieira, Susana M. Vieira, Maria Isabel Gomes Salema, Ana Paula F. D. Barbosa-Póvoa, João M. C. Sousa
2015	—	`conf`	Fuzzy clustering and prediction of electricity demand based on household characteristics. IFSA-EUSFLAT Joaquim P. L. Viegas, Susana M. Vieira, João M. C. Sousa
2015	B	`conf`	Fuzzy modeling based on Mixed Fuzzy Clustering for health care applications. FUZZ-IEEE Marta C. Ferreira, Cátia M. Salgado, Joaquim P. L. Viegas, Hanna Schäfer, Carlos S. Azevedo, Susana M. Vieira, João M. C. Sousa
2014	B	`conf`	Binary Fish School Search applied to feature selection: Application to ICU readmissions. FUZZ-IEEE Joao A. G. Sargo, Susana M. Vieira, João M. C. Sousa, Carmelo J. A. Bastos Filho
2014	J	`jnl`	Estimation of flexible fuzzy GARCH models for conditional density estimation. Inf. Sci. Rui Jorge Almeida, Nalan Bastürk, Uzay Kaymak, João M. C. Sousa
2014	B	`conf`	Metaheuristics for the 3D bin packing problem in the steel industry. IEEE Congress on Evolutionary Computation Joaquim P. L. Viegas, Susana M. Vieira, João M. C. Sousa, Elsa M. P. Henriques
2014	B	`conf`	Multimodeling for the prediction of patient readmissions in Intensive Care Units. FUZZ-IEEE Marta P. B. Fernandes, Claudia F. Silva, Susana M. Vieira, João M. C. Sousa
2014	B	`conf`	Optimization of power flow with energy storage using genetic algorithms. IEEE Congress on Evolutionary Computation Vitor Leite, Carlos A. Silva, João Claro, João M. C. Sousa
2014	C	`conf`	Simulation and model sensitivity analisys of a wind turbine tower manufacturing plant. SIMULTECH Paulo Tomé, Eduardo Teixeira, Freddy Assuncao, Luís Marques, João C. P. Reis, João M. C. Sousa
2013	—	`conf`	A decision support system for ICU readmissions prevention. IFSA/NAFIPS Susana M. Vieira, João Paulo Carvalho, André S. Fialho, Shane R. Reti, Stan N. Finkelstein, João M. C. Sousa
2013	B	`conf`	Data mining and modeling to predict the necessity of vasopressors for ICU patients. FUZZ-IEEE Jose M. Rodrigues, André S. Fialho, Susana M. Vieira, Luís F. Mendonça, João M. C. Sousa
2013	—	`ch.`	Insect Swarm Algorithms for Dynamic MAX-SAT Problems. Metaheuristics for Dynamic Optimization Pedro C. Pinto, Thomas A. Runkler, João M. C. Sousa
2013	J	`jnl`	Modified binary PSO for feature selection using SVM applied to mortality prediction of septic patients. Appl. Soft Comput. Susana M. Vieira, Luís F. Mendonça, Goncalo J. Farinha, João M. C. Sousa
2013	B	`conf`	Predicting intensive care unit readmissions using probabilistic fuzzy systems. FUZZ-IEEE André S. Fialho, Uzay Kaymak, Federico Cismondi, Susana Margarida Vieira, Shane R. Reti, João M. C. Sousa, Stan N. Finkelstein
2013	J	`jnl`	Reducing unnecessary lab testing in the ICU with artificial intelligence. Int. J. Medical Informatics Federico Cismondi, Leo A. Celi, André S. Fialho, Susana M. Vieira, Shane R. Reti, João M. C. Sousa, Stan N. Finkelstein
2012	B	`conf`	ANN validation system for ICU neonatal data. IJCNN Federico Cismondi, André S. Fialho, Xiaoning Lu, Susana M. Vieira, James E. Gray, Shane R. Reti, João M. C. Sousa, Stan N. Finkelstein
2012	J	`jnl`	Data mining using clinical physiology at discharge to predict ICU readmissions. Expert Syst. Appl. André S. Fialho, Federico Cismondi, Susana M. Vieira, Shane R. Reti, João M. C. Sousa, Stan N. Finkelstein
2012	J	`jnl`	Fuzzy criteria for feature selection. Fuzzy Sets Syst. Susana M. Vieira, João M. C. Sousa, Uzay Kaymak
2012	B	`conf`	Metaheuristics for feature selection: Application to sepsis outcome prediction. IEEE Congress on Evolutionary Computation Susana M. Vieira, Luís F. Mendonça, Goncalo J. Farinha, João M. C. Sousa
2012	B	`conf`	Probabilistic fuzzy prediction of mortality in intensive care units. FUZZ-IEEE André S. Fialho, Uzay Kaymak, Rui Jorge Almeida, Federico Cismondi, Susana M. Vieira, Shane R. Reti, João M. C. Sousa, Stan N. Finkelstein
2012	B	`conf`	SCant-design: Closed loop supply chain design using ant colony optimization. IEEE Congress on Evolutionary Computation Vasco M. C. Esteves, João M. C. Sousa, Carlos A. Silva, Ana Paula F. D. Barbosa-Póvoa, Maria Isabel Gomes Salema
2011	C	`conf`	Computational intelligence methods for processing misaligned, unevenly sampled time series containing missing data. CIDM Federico Cismondi, André S. Fialho, Susana M. Vieira, João M. C. Sousa, Shane R. Reti, Michael D. Howell, Stan N. Finkelstein
2011	B	`conf`	Fuzzy modeling to predict administration of vasopressors in intensive care unit patients. FUZZ-IEEE André S. Fialho, Federico Cismondi, Susana M. Vieira, João M. C. Sousa, Shane R. Reti, Leo A. Celi, Michael D. Howell, Stan N. Finkelstein
2011	B	`conf`	Predicting laboratory testing in intensive care using fuzzy and neural modeling. FUZZ-IEEE Federico Cismondi, André S. Fialho, Susana M. Vieira, João M. C. Sousa, Shane R. Reti, Leo A. Celi, Michael D. Howell, Stan N. Finkelstein
2011	B	`conf`	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 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
2010	B	`conf`	A new approach to dealing with missing values in data-driven fuzzy modeling. FUZZ-IEEE Rui Jorge Almeida, Uzay Kaymak, João M. C. Sousa
2010	—	`ch.`	Ant Feature Selection Using Fuzzy Decision Functions. Fuzzy Optimization Susana M. Vieira, João M. C. Sousa, Uzay Kaymak
2010	J	`jnl`	Application of evolving fuzzy modeling to fault tolerant control. Evol. Syst. Davyd da Cruz Chivala, Luís F. Mendonça, João M. C. Sousa, José M. G. Sá da Costa
2010	B	`conf`	Cohen's kappa coefficient as a performance measure for feature selection. FUZZ-IEEE Susana M. Vieira, Uzay Kaymak, João M. C. Sousa
2010	B	`conf`	Fault tolerant control using evolving fuzzy modeling. FUZZ-IEEE Davyd da Cruz Chivala, Luís F. Mendonça, João M. C. Sousa, José M. G. Sá da Costa
2008	B	`conf`	Fault accommodation of an experimental three tank system using fuzzy predictive control. FUZZ-IEEE Luís F. Mendonça, João M. C. Sousa, José M. G. Sá da Costa
2008	B	`conf`	Fuzzy rule extraction from typicality and membership partitions. FUZZ-IEEE Rui Jorge Almeida, Uzay Kaymak, João M. C. Sousa
2006	B	`conf`	A New Feature Selection Criterion for Fuzzy Classification. FUZZ-IEEE Rui Jorge Almeida, Carlos A. Silva, João M. C. Sousa
2006	—	`conf`	An ant algorithm for static and dynamic MAX-SAT problems. BIONETICS Pedro C. Pinto, Thomas A. Runkler, João M. C. Sousa
2006	B	`conf`	Distributed Optimization using Ant Colony Optimization in a Concrete Delivery Supply Chain. IEEE Congress on Evolutionary Computation Jorge M. Faria, Carlos A. Silva, João M. C. Sousa, Michele Surico, Uzay Kaymak
2006	B	`conf`	Fault Accommodation Using Fuzzy Predictive Control. FUZZ-IEEE Luís F. Mendonça, Susana M. Vieira, João M. C. Sousa, José M. G. Sá da Costa
2005	—	`conf`	Concrete Delivery using a combination of GA and ACO. CDC/ECC Carlos A. Silva, Jorge M. Faria, P. Abrantes, João M. C. Sousa, Michele Surico, David Naso
2005	B	`conf`	Fault Detection and Isolation of Industrial Processes Using Optimized Fuzzy Models. FUZZ-IEEE Luís F. Mendonça, João M. C. Sousa, José M. G. Sá da Costa
2004	B	`conf`	Combination of fuzzy identification algorithms applied to a column flotation process. FUZZ-IEEE Susana M. Vieira, João M. C. Sousa, Fernando O. Durão
2004	B	`conf`	Improving visual servoing using fuzzy filters. FUZZ-IEEE Paulo Jorge Sequeira Gonçalves, Luís F. Mendonça, João M. C. Sousa, João Rogério Caldas Pinto
2003	—	`conf`	Evolved genetic algorithms with fuzzy aggregation applied to priorities in logistic systems. ETFA (2) Carlos A. Silva, João M. C. Sousa, Thomas A. Runkler, José M. G. Sá da Costa
2003	—	`conf`	Fuzzy model-based fault detection and isolation. ETFA (2) Luís F. Mendonça, João M. C. Sousa, José M. G. Sá da Costa
2003	B	`conf`	Modeling charity donations using target selection for revenue maximization. FUZZ-IEEE João M. C. Sousa, Sara C. Madeira, Uzay Kaymak
2002	B	`conf`	A comparative study of fuzzy target selection methods in direct marketing. FUZZ-IEEE João M. C. Sousa, Uzay Kaymak, Sara C. Madeira
2002	—	`book`	Fuzzy Decision Making in Modeling and Control João M. C. Sousa, Uzay Kaymak
2001	J	`jnl`	Force Control of Robotic Manipulators Using a Fuzzy Predictive Approach. J. Intell. Robotic Syst. Luis Filipe Baptista, João M. C. Sousa, José M. G. Sá da Costa
1999	—	`conf`	Fuzzy rule-based optimization in nonlinear predictive control. ECC Magne Setnes, João M. C. Sousa
1994	—	`conf`	Real Time fuzzy control of Column flotation Process. AIRTC M. Teresa Carvalho, João M. C. Sousa, Fernando O. Durão, P. M. Martins