LAOUALI, I., QASSEMI, H., MARZOUQ, M., AERuano, BENNANI, S., EL FADILI, H., A nonlinear autoregressive neural network model for forecasting appliance power consumption, The 6th International Conference on Wireless Technologies, Embedded and Intelligent Systems , Oct, 2020
João F. P. Fernandes, Paulo Branco, Francisco Silva (IDMEC Ph.D. student), Inês Peixoto, 3D Equivalent Space-Varying Permeability Model of HTS Bulks for Computation of Electromagnetic Forces, IEEE 2020 Applied Superconductivity Conference, Oct, 2020
LAOUALI, I., QASSEMI, H., MARZOUQ, M.,, AERuano, BENNANI, S., EL FADILI, H., A Survey on Computational Intelligence Techniques for Non Intrusive Load Monitoring, 2020 International Conference on Electronics, Control, Optimization and Computer Science (ICECOCS),, Dec, 2020
Pedro Rodrigues, Susana Vieira, Optimizing Agent Training with Deep Q-Learning on a Self-Driving Reinforcement Learning Environment, 2020 IEEE Symposium Series on Computational Intelligence (SSCI), Dec, 2020
R. Santos, A. Abreu, João Calado, J. M. Soares, J. D. M. Martins, A framework based on fuzzy logic to manage risk in an open innovation context, 21st IFIP/SOCOLNET Working Conference on Virtual Enterprises (PRO-VE 2020), Nov, 2020
Inés Tejado, Emiliano Perez, Duarte Valério, Fractional Derivatives for Economic Growth Modelling of the Group of Twenty: Application to Prediction, Mathematics, 8, 1, 2020
Marta Priscila Bento Fernandes, Susana Vieira, Francisca Leite, Carlos Palos, Stan Finkelstein, João M. da Costa Sousa, Clinical Decision Support Systems for Triage in the Emergency Department using Intelligent Systems: a Review, Artificial Intelligence in Medicine, 102, 1-22, 2020
Alexandra Bayão Horta, Carlos GERALDES, Cátia Matos Salgado, Susana Vieira, Miguel XAVIE, Ana Luísa Papoila, A Multivariable Prediction Model to Select Colorectal Surgical Patients for Co-Management, Acta Médica Portuguesa, 33, 13, 10, 2020
João F. P. Fernandes, Pedro Bhagubai, Maló Machado, Multi-objective Optimization of Electrical Machine Magnetic Core using a Vanadium-Cobalt-Iron alloy, IEEE transactions on Magnetics, 56, 1-9, 2020
R. Andrade, M. Doostmohammadi, J.L. Santos, M.-F. Sagot, N.P. Mira, S. Vinga, MOMO – multi-objective metabolic mixed integer optimization: application to yeast strain engineering, BMC Bioinformatics, 21, 69, 2020
Apolo Silva Marton, André Ricardo Fioravanti, J. Raul Azinheira, Ely Carneiro de Paiva, Hybrid model-based and data-driven wind velocity estimator for an autonomous robotic airship, Journal of the Brazilian Society of Mechanical Sciences and Engineering, 2020
Maria João Sousa, Alexandra Moutinho, Miguel Almeida, Wildfire detection using transfer learning on augmented datasets, Expert Systems With Applications, 142, 2020
Marta Priscila Bento Fernandes, Ruben Mendes, Susana Vieira, Francisca Leite, Carlos Palos, Alistair Johnson, Stan Finkelstein, Steven Horng, Leo Anthony Celi, Predicting Intensive Care Unit admission among patients presenting to the emergency department using machine learning and natural language processing, PloS one, 15, 3, s e0229331, 2020
Marta Priscila Bento Fernandes, Ruben Mendes, Susana Vieira, Francisca Leite, Carlos Palos, Alistair Johnson, Stan Finkelstein, Steven Horng, Leo Anthony Celi, Risk of mortality and cardiopulmonary arrest in critical patients presenting to the emergency department using machine learning and natural language processing, PloS one, 15, 4, e0230876, 2020
R. Santos, A. Abreu, J. M. Soares, F. Mendes, João Calado, A soft computing framework to support a consumer, by reaching sustainable appliances from the industry, Applied Sciences, 10, 9, 01-24, 2020
R. Santos, A. Abreu, A. Dias, João Calado, V. Anes, J. M. Soares, A framework for risk assessment in collaborative networks to promote sustainable systems in innovation ecosystems, Sustainability, 12, 15, 1-20, 2020
José Valente de Oliveira, Exploiting Generative Adversarial Networks as an Oversampling Method for Fault Diagnosis of an Industrial Robotic Manipulator, Applied Sciences, 2020
A. M. Ribeiro, A. R. Fioravanti, Alexandra Moutinho, E.C. de Paiva, Nonlinear state-feedback design for vehicle lateral control using sum-of-squares programming, Vehicle System Dynamics, 2020
STEFENON, S. F., DAL MOLIN RIBEIRO, M. H., MARIANI, V. C., COELHO, L. D., MENEGAT DA ROCHA, D. F., GREBOGI, R. B., AERuano, Wavelet group method of data handling for fault prediction in electrical power insulators, International Journal of Electrical Power & Energy Systems,, 123, 106269 , 2020
Juan C. Vidal, Paulo Carreira, Vasco Amaral, Joao Aguiam, João M. da Costa Sousa, Towards high-level fuzzy control specifications for building automation systems, Software and Systems Modeling, 19, 625?646, 2020
