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ORCIDJoão Miguel da Costa Sousa
João M. C. Sousa
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- affiliation: University of Lisbon, Portugal
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2020 – today
- 2025
[j49]Diogo F. Oliveira, Miguel S. E. Martins, João M. C. Sousa, Susana M. Vieira, José Rui Figueira:
Divide-and-conquer initialization and mutation operators for the large-scale mixed Capacitated Arc Routing Problem. Eur. J. Oper. Res. 321(2): 383-396 (2025)- 2024
- [j48]Hussein A. Abbass
, Keeley A. Crockett, Jonathan M. Garibaldi, Alexander E. Gegov, Uzay Kaymak, João Miguel da Costa Sousa:
Editorial: From Explainable Artificial Intelligence (xAI) to Understandable Artificial Intelligence (uAI). IEEE Trans. Artif. Intell. 5(9): 4310-4314 (2024) - [c101]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: 1-8 - [c100]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:
Identifying the Determinants of Infant and Youth Mortality in Portugal: a Machine Learning Approach. IJCNN 2024: 1-9 - 2023
- [j47]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: 109345 (2023) - [j46]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): 107146 (2023) - [j45]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): 177-206 (2023) - [c99]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: 23-24 - [c98]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 - [c97]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: 3-13 - 2022
- [j44]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: 108387 (2022) - [j43]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: 108729 (2022) - [j42]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: 116995 (2022) - [c96]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: 1-6 - [c95]Inês Saraiva, Daniela Moniz, Alexandre Almeida, João M. C. Sousa, Susana M. Vieira:
Intelligent Funds Assistant Exploiting Hierarchical Text Classification Algorithms. IJCNN 2022: 1-7 - 2021
- [c94]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: 1-6 - [c93]Ricardo Magalhães, Miguel S. E. 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: 1-8 - 2020
- [j41]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: 101762 (2020) - [j40]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: 103329 (2020) - [j39]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): 6553-6567 (2020) - [j38]Juan Carlos Vidal, Paulo Carreira, Vasco Amaral, Joao Aguiam, João Miguel da Costa Sousa:
Towards high-level fuzzy control specifications for building automation systems. Softw. Syst. Model. 19(3): 625-646 (2020) - [j37]Alexander E. Gegov, Uzay Kaymak, João Miguel da Costa Sousa:
Guest Editorial: Deep Fuzzy Models. IEEE Trans. Fuzzy Syst. 28(7): 1191-1194 (2020) - [c92]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: 1-8 - [c91]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: 241-254 - [c90]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: 327-341
2010 – 2019
- 2019
- [c89]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: 1-6 - [c88]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: 1-6 - 2018
- [j36]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: 56-62 (2018) - [c87]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: 1-8 - [c86]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: 1-6 - 2017
- [j35]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): 1417-1429 (2017) - [c85]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: 1-6 - 2016
- [j34]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: 194-203 (2016) - [j33]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: 141-148 (2016) - [c84]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: 148-153 - [c83]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: 1484-1491 - [c82]Hugo Manuel Proença, Susana M. Vieira, Uzay Kaymak, Rui Jorge Almeida, João M. C. Sousa:
Optimizing probabilistic fuzzy systems for classification using metaheuristics. FUZZ-IEEE 2016: 1635-1641 - [c81]Rui Jorge Almeida, Nalan Bastürk, Uzay Kaymak, João M. C. Sousa:
Analysis of probabilistic fuzzy systems' parameters in conditional density estimation. FUZZ-IEEE 2016: 2136-2143 - [c80]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: 2144 - [c79]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: 485-493 - [c78]Joaquim L. Viegas, Susana M. Vieira, João M. C. Sousa:
Mining Consumer Characteristics from Smart Metering Data through Fuzzy Modelling. IPMU (1) 2016: 562-573 - [c77]Marta P. B. Fernandes, Joaquim L. Viegas, Susana M. Vieira, João M. C. Sousa:
Seasonal Clustering of Residential Natural Gas Consumers. IPMU (1) 2016: 723-734 - [c76]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: 729-740 - [c75]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: 741-751 - [c74]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: 1-6 - 2015
- [j32]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): 2245-2264 (2015) - [c73]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 - [c72]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: 1-5 - [c71]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: 1-7 - [e2]Adnan Yazici, Nikhil R. Pal, Uzay Kaymak, Trevor Martin, Hisao Ishibuchi, Chin-Teng Lin, João M. C. Sousa, Bülent Tütmez:
2015 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2015, Istanbul, Turkey, August 2-5, 2015. IEEE 2015, ISBN 978-1-4673-7428-6 [contents] - 2014
- [j31]Rui Jorge Almeida, Nalan Bastürk, Uzay Kaymak, João M. C. Sousa:
Estimation of flexible fuzzy GARCH models for conditional density estimation. Inf. Sci. 267: 252-266 (2014) - [c70]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: 338-343 - [c69]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: 2678-2684 - [c68]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: 1366-1373 - [c67]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: 1837-1842 - [c66]Rui Jorge Almeida, Nick Verbeek, Uzay Kaymak, João Miguel da Costa Sousa:
Probabilistic Fuzzy Systems as Additive Fuzzy Systems. IPMU (1) 2014: 567-576 - [c65]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: 725-732 - 2013
- [j30]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): 63-72 (2013) - [j29]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): 3494-3504 (2013) - [j28]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): 345-358 (2013) - [c64]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: 1-7 - [c63]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: 1-6 - [c62]Miguel Espinheira Silveira, Susana Margarida Vieira, João Miguel da Costa Sousa:
An ACO Algorithm for the 3D Bin Packing Problem in the Steel Industry. IEA/AIE 2013: 535-544 - [c61]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: 251-256 - [p3]Pedro C. Pinto, Thomas A. Runkler, João M. C. Sousa:
Insect Swarm Algorithms for Dynamic MAX-SAT Problems. Metaheuristics for Dynamic Optimization 2013: 341-369 - 2012
- [j27]Luís F. Mendonça, João Miguel da Costa Sousa, José M. G. Sá da Costa:
Fault tolerant control using a fuzzy predictive approach. Expert Syst. Appl. 39(12): 10630-10638 (2012) - [j26]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): 12332-12339 (2012) - [j25]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): 13158-13165 (2012) - [j24]Susana M. Vieira, João M. C. Sousa, Uzay Kaymak:
Fuzzy criteria for feature selection. Fuzzy Sets Syst. 189(1): 1-18 (2012) - [c60]Ruben Duarte Pereira, Shane R. Reti, João Miguel da Costa Sousa, Stan N. Finkelstein:
New Insights on Septic Shock Goal-Directed Therapies. AMIA 2012 - [c59]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: 1-8 - [c58]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: 1-8 - [c57]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: 1-8 - [c56]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: 1-4 - [c55]Rui Jorge Almeida, Nalan Bastürk, Uzay Kaymak, João Miguel da Costa Sousa:
Conditional Density Estimation Using Fuzzy GARCH Models. SMPS 2012: 173-181 - [c54]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: 469-477 - 2011
- [c53]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: 224-231 - [c52]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: 2096-2103 - [c51]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: 2296-2303 - [c50]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: 2507-2512 - 2010
- [j23]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): 2714-2723 (2010) - [j22]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): 209-223 (2010) - [c49]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: 1-7 - [c48]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: 1-8 - [c47]Susana M. Vieira, Uzay Kaymak, João M. C. Sousa:
Cohen's kappa coefficient as a performance measure for feature selection. FUZZ-IEEE 2010: 1-8 - [c46]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: 65-74 - [p2]Susana M. Vieira, João M. C. Sousa, Uzay Kaymak:
Ant Feature Selection Using Fuzzy Decision Functions. Fuzzy Optimization 2010: 343-364
2000 – 2009
- 2009
- [j21]Carlos A. Silva, João Miguel da Costa Sousa, Thomas A. Runkler, José M. G. Sá da Costa:
Distributed supply chain management using ant colony optimization. Eur. J. Oper. Res. 199(2): 349-358 (2009) - [j20]Luís F. Mendonça, João Miguel da Costa Sousa, José M. G. Sá da Costa:
An architecture for fault detection and isolation based on fuzzy methods. Expert Syst. Appl. 36(2): 1092-1104 (2009) - [j19]Pedro C. Pinto, Andreas Nägele, Mathäus Dejori, Thomas A. Runkler, João Miguel da Costa Sousa:
Using a Local Discovery Ant Algorithm for Bayesian Network Structure Learning. IEEE Trans. Evol. Comput. 13(4): 767-779 (2009) - [c45]Susana M. Vieira, João Miguel da Costa Sousa, Uzay Kaymak:
Feature Selection Using Fuzzy Objective Functions. IFSA/EUSFLAT Conf. 2009: 1673-1678 - [c44]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: 1785-1790 - [e1]João Paulo Carvalho, Didier Dubois, Uzay Kaymak, João Miguel da Costa Sousa:
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, Lisbon, Portugal, July 20-24, 2009. 2009, ISBN 978-989-95079-6-8 [contents] - 2008
- [j18]Carlos A. Silva, João Miguel da Costa Sousa, Thomas A. Runkler:
Rescheduling and optimization of logistic processes using GA and ACO. Eng. Appl. Artif. Intell. 21(3): 343-352 (2008) - [j17]Paulo Jorge Sequeira Gonçalves, Luís F. Mendonça, João Miguel da Costa Sousa, João Rogério Caldas Pinto:
Uncalibrated Eye-to-Hand Visual Servoing Using Inverse Fuzzy Models. IEEE Trans. Fuzzy Syst. 16(2): 341-353 (2008) - [c43]Pedro C. Pinto, Andreas Nägele, Mathäus Dejori, Thomas A. Runkler, João Miguel da Costa Sousa:
Learning of Bayesian networks by a local discovery ant colony algorithm. IEEE Congress on Evolutionary Computation 2008: 2741-2748 - [c42]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: 1619-1625 - [c41]Susana M. Vieira, João Miguel da Costa Sousa, Thomas A. Runkler:
Fuzzy classification in ant feature selection. FUZZ-IEEE 2008: 1763-1769 - [c40]Rui Jorge Almeida, Uzay Kaymak, João M. C. Sousa:
Fuzzy rule extraction from typicality and membership partitions. FUZZ-IEEE 2008: 1964-1970 - [c39]Paulo Jorge Sequeira Gonçalves, João Miguel da Costa Sousa, João Rogério Caldas Pinto:
Evolving Fuzzy Modeling of an Uncalibrated Visual Servoing System. ICIAR 2008: 1041-1050 - 2007
- [j16]Carlos A. Silva, João Miguel da Costa Sousa, Thomas A. Runkler:
Optimization of logistic systems using fuzzy weighted aggregation. Fuzzy Sets Syst. 158(17): 1947-1960 (2007) - [j15]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): 106-123 (2007) - [j14]João Miguel da Costa Sousa, João M. Gil, João Rogério Caldas Pinto:
Word Indexing of Ancient Documents Using Fuzzy Classification. IEEE Trans. Fuzzy Syst. 15(5): 852-862 (2007) - [c38]João Caldeira, Ricardo Azevedo, Carlos A. Silva, João Miguel da Costa Sousa:
Supply-Chain Management Using ACO and Beam-ACO Algorithms. FUZZ-IEEE 2007: 1-6 - [c37]Susana M. Vieira, João Miguel da Costa Sousa, Fernando O. Durão:
Real-Time Fuzzy Predictive Control of a Column Flotation Process. FUZZ-IEEE 2007: 1-6 - [c36]Pedro C. Pinto, Thomas A. Runkler, João Miguel da Costa Sousa:
Wasp Swarm Algorithm for Dynamic MAX-SAT Problems. ICANNGA (1) 2007: 350-357 - [c35]Luís F. Mendonça, João Miguel da Costa Sousa, José M. G. Sá da Costa:
Fault Tolerant Control of a Three Tank Benchmark Using Weighted Predictive Control. IFSA (1) 2007: 732-742 - [c34]Susana M. Vieira, João Miguel da Costa Sousa, Thomas A. Runkler:
Ant Colony Optimization Applied to Feature Selection in Fuzzy Classifiers. IFSA (1) 2007: 778-788 - [c33]João Caldeira, Ricardo Azevedo, Carlos A. Silva, João Miguel da Costa Sousa:
Beam-ACO Distributed Optimization Applied to Supply-Chain Management. IFSA (1) 2007: 799-809 - [p1]Pedro C. Pinto, Thomas A. Runkler, João Miguel da Costa Sousa:
Ant Colony Optimization and its Application to Regular and Dynamic MAX-SAT Problems. Advances in Biologically Inspired Information Systems 2007: 283-302 - 2006
- [j13]João Miguel da Costa Sousa, João M. Gil, Cláudia S. Ribeiro, João Rogério Caldas Pinto:
Old document recognition using fuzzy methods. Int. J. Intell. Syst. Technol. Appl. 1(3/4): 263-279 (2006) - [j12]Carlos A. Silva, João Miguel da Costa Sousa, Thomas A. Runkler, José M. G. Sá da Costa:
Distributed optimisation of a logistic system and its suppliers using ant colonies. Int. J. Syst. Sci. 37(8): 503-512 (2006) - [j11]Luís F. Mendonça, João Miguel da Costa Sousa, Uzay Kaymak, José M. G. Sá da Costa:
Weighting goals and constraints in fuzzy predictive control. J. Intell. Fuzzy Syst. 17(5): 517-532 (2006) - [c32]Pedro C. Pinto, Thomas A. Runkler, João M. C. Sousa:
An ant algorithm for static and dynamic MAX-SAT problems. BIONETICS 2006: 10 - [c31]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: 73-80 - [c30]Rui Jorge Almeida, Carlos A. Silva, João M. C. Sousa:
A New Feature Selection Criterion for Fuzzy Classification. FUZZ-IEEE 2006: 437-444 - [c29]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: 1535-1542 - [c28]Susana M. Vieira, João Miguel da Costa Sousa, João Rogério Caldas Pinto:
Ant Based Fuzzy Modeling Applied to Marble Classification. ICIAR (2) 2006: 90-101 - [c27]Paulo Jorge Sequeira Gonçalves, A. Paris, C. Christo, João Miguel da Costa Sousa, João Rogério Caldas Pinto:
Uncalibrated Visual Servoing in 3D Workspace. ICIAR (2) 2006: 225-236 - 2005
- [j10]Carlos A. Silva, João Miguel da Costa Sousa, Thomas A. Runkler, Rainer Palm:
Soft computing optimization methods applied to logistic processes. Int. J. Approx. Reason. 40(3): 280-301 (2005) - [c26]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: 7633-7638 - [c25]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: 483-488 - [c24]João Miguel da Costa Sousa, João Rogério Caldas Pinto, Cláudia S. Ribeiro, João M. Gil:
Ancient document recognition Using Fuzzy Methods. FUZZ-IEEE 2005: 833-838 - [c23]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: 851-856 - [c22]João Rogério Caldas Pinto, Lourenço P. C. Bandeira, João Miguel da Costa Sousa, Pedro Pina:
Combining Fuzzy Clustering and Morphological Methods for Old Documents Recovery. IbPRIA (2) 2005: 387-394 - 2004
- [j9]Luís F. Mendonça, João Miguel da Costa Sousa, José M. G. Sá da Costa:
Optimization problems in multivariable fuzzy predictive control. Int. J. Approx. Reason. 36(3): 199-221 (2004) - [c21]Paulo Jorge Sequeira Gonçalves, Luís F. Mendonça, João Miguel da Costa Sousa, João Rogério Caldas Pinto:
Fuzzy Model Based Control Applied to Path Planning Visual Servoing. CIARP 2004: 224-231 - [c20]Susana M. Vieira, João M. C. Sousa, Fernando O. Durão:
Combination of fuzzy identification algorithms applied to a column flotation process. FUZZ-IEEE 2004: 421-426 - [c19]Paulo Jorge Sequeira Gonçalves, Luís F. Mendonça, João M. C. Sousa, João Rogério Caldas Pinto:
Improving visual servoing using fuzzy filters. FUZZ-IEEE 2004: 1185-1190 - [c18]Paulo Jorge Sequeira Gonçalves, Luís F. Mendonça, João Miguel da Costa Sousa, João Rogério Caldas Pinto:
Image Recognition Applied to Robot Control Using Fuzzy Modeling. ICIAR (1) 2004: 253-260 - [c17]João Miguel da Costa Sousa, João Rogério Caldas Pinto:
Comparison of Intelligent Classification Techniques Applied to Marble Classification. ICIAR (2) 2004: 802-809 - [c16]Paulo Jorge Sequeira Gonçalves, Luís F. Mendonça, João Miguel da Costa Sousa, João Rogério Caldas Pinto:
Fuzzy Model Based Control Applied to Image-Based Visual Servoing. ICINCO (1) 2004: 143-150 - [c15]Cláudia S. Ribeiro, João M. Gil, João Rogério Caldas Pinto, João Miguel da Costa Sousa:
Ancient Document Recognition Using Fuzzy Methods. PRIS 2004: 98-107 - [c14]Cláudia S. Ribeiro, João M. Gil, João Rogério Caldas Pinto, João Miguel da Costa Sousa:
Ancient Word Indexing Using Fuzzy Methods. PRIS 2004: 210-215 - [c13]Carlos A. Silva, João Miguel da Costa Sousa, José M. G. Sá da Costa, Thomas A. Runkler:
A multi-agent approach for supply chain management using ant colony optimization. SMC (2) 2004: 1938-1943 - 2003
- [j8]Uzay Kaymak, João Miguel da Costa Sousa:
Weighted Constraint Aggregation in Fuzzy Optimization. Constraints An Int. J. 8(1): 61-78 (2003) - [j7]João Miguel da Costa Sousa, Carlos A. Silva, José M. G. Sá da Costa:
Fuzzy active noise modeling and control. Int. J. Approx. Reason. 33(1): 51-70 (2003) - [j6]João Rogério Caldas Pinto, Pedro Vieira, João Miguel da Costa Sousa:
A new graph-like classification method applied to ancient handwritten musical symbols. Int. J. Document Anal. Recognit. 6(1): 10-22 (2003) - [j5]João Miguel da Costa Sousa, Rainer Palm, Carlos A. Silva, Thomas A. Runkler:
Optimizing logistic processes using a fuzzy decision making approach. IEEE Trans. Syst. Man Cybern. Part A 33(2): 245-256 (2003) - [c12]João Rogério Caldas Pinto, João Miguel da Costa Sousa, Hugo Alexandre:
New Distance Measures Applied to Marble Classification. CIARP 2003: 383-390 - [c11]Carlos A. Silva, Thomas A. Runkler, João Miguel da Costa Sousa, José M. G. Sá da Costa:
Optimization of Logistic Processes in Supply-Chains Using Meta-heuristics. EPIA 2003: 9-23 - [c10]Luís F. Mendonça, João M. C. Sousa, José M. G. Sá da Costa:
Fuzzy model-based fault detection and isolation. ETFA (2) 2003: 768-774 - [c9]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: 775-781 - [c8]Luís F. Mendonça, João Miguel da Costa Sousa, Uzay Kaymak, José M. G. Sá da Costa:
Fuzzy issues in multivariable predictive control. FUZZ-IEEE 2003: 506-511 - [c7]João M. C. Sousa, Sara C. Madeira, Uzay Kaymak:
Modeling charity donations using target selection for revenue maximization. FUZZ-IEEE 2003: 654-659 - [c6]Lourenço P. C. Bandeira, João Miguel da Costa Sousa, Uzay Kaymak:
Fuzzy Clustering in Classification Using Weighted Features. IFSA 2003: 560-567 - 2002
- [b1]João M. C. Sousa, Uzay Kaymak:
Fuzzy Decision Making in Modeling and Control. World Scientific Series in Robotics and Intelligent Systems 27, World Scientific 2002, ISBN 978-981-02-4877-2, pp. 1-356 - [c5]Carlos A. Silva, Thomas A. Runkler, João Miguel da Costa Sousa, Rainer Palm:
Ant Colonies as Logistic Processes Optimizers. Ant Algorithms 2002: 76-87 - [c4]João M. C. Sousa, Uzay Kaymak, Sara C. Madeira:
A comparative study of fuzzy target selection methods in direct marketing. FUZZ-IEEE 2002: 1251-1256 - 2001
- [j4]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): 359-376 (2001) - [j3]João Miguel da Costa Sousa, Uzay Kaymak:
Model predictive control using fuzzy decision functions. IEEE Trans. Syst. Man Cybern. Part B 31(1): 54-65 (2001) - [c3]Uzay Kaymak, João Miguel da Costa Sousa:
Weighting Contrainst in Fuzzy Optimization. FUZZ-IEEE 2001: 1131-1134 - 2000
- [j2]João Miguel da Costa Sousa:
Optimization issues in predictive control with fuzzy objective functions. Int. J. Intell. Syst. 15(9): 879-899 (2000)
1990 – 1999
- 1999
- [j1]João Miguel da Costa Sousa, Magne Setnes:
Fuzzy predictive filters in model predictive control. IEEE Trans. Ind. Electron. 46(6): 1225-1232 (1999) - [c2]Magne Setnes, João M. C. Sousa:
Fuzzy rule-based optimization in nonlinear predictive control. ECC 1999: 2771-2776 - 1994
- [c1]M. Teresa Carvalho, João M. C. Sousa, Fernando O. Durão, P. M. Martins:
Real Time fuzzy control of Column flotation Process. AIRTC 1994: 73-78
Coauthor Index
Paulo Jorge Sequeira Gonçalves
aka: Paulo J. S. Gonçalves
aka: Paulo J. S. Gonçalves
Joaquim L. Viegas
aka: Joaquim P. L. Viegas
aka: Joaquim P. L. Viegas
Susana M. Vieira
aka: Susana Margarida Vieira
aka: Susana Margarida Vieira
[j49] [c101] [c100] [j46] [j45] [c99] [j44] [j43] [j42] [c96] [c95] [c94] [c93] [j41] [j40] [j39] [c92] [c91] [c90] [c89] [c88] [j36] [c87] [c86] [j35] [c85] [j34] [j33] [c84] [c83] [c82] [c80] [c79] [c78] [c77] [c75] [j32] [c73] [c72] [c71] [c70] [c68] [c67] [j30] [j29] [j28] [c64] [c63] [c62] [c61] [j26] [j25] [j24] [c58] [c57] [c56] [c54] [c53] [c52] [c51] [c50] [j23] [c47] [c46] [p2] [c45] [c44] [c41] [j15] [c37] [c34] [c29] [c28] [c25] [c20]
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