Jérôme Mendes

According to our database, Jérôme Mendes authored at least 38 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Container-based Virtualization for Real-time Industrial Systems - A Systematic Review.

Rui Queiroz, Tiago Cruz, Jérôme Mendes, Pedro Sousa, Paulo Simões

ACM Comput. Surv., March, 2024

Metaheuristic algorithms for calibration of two-dimensional wildfire spread prediction model.

Jorge Pereira, Jérôme Mendes, Jorge Sampaio Silveira Junior, Carlos Viegas, João Ruivo Paulo

Eng. Appl. Artif. Intell., 2024

2023

Survey on Deep Fuzzy Systems in Regression Applications: A View on Interpretability.

Jorge Sampaio Silveira Junior, Jérôme Mendes, Francisco Souza, Cristiano Premebida

Int. J. Fuzzy Syst., October, 2023

Federated Learning Optimization for Energy Communities in Smart Cities.

Nuno Mendes, Pedro Moura, Jérôme Mendes, Carlos Henggeler Antunes, Javad Mohammadi

Proceedings of the IEEE International Smart Cities Conference, 2023

Hybrid LSTM-Fuzzy System to Model a Sulfur Recovery Unit.

Jorge Sampaio Silveira Junior, Jérôme Mendes, Francisco Souza, Cristiano Premebida

Proceedings of the 20th International Conference on Informatics in Control, 2023

Soft Sensors for Industrial Applications: Comparison of Variables Selection Methods and Regression Models.

Joana Leiria, Rodrigo Salles, Jérôme Mendes, Pedro Sousa

Proceedings of the International Conference on Control, Automation and Diagnosis, 2023

Modular Cyber-Physical System for Smart Industry: a case study on energy load disaggregation.

Jorge Alves, Pedro Sousa, Bárbara Matos, Jérôme Mendes, Francisco Souza, Tiago Matias

Proceedings of the International Conference on Control, Automation and Diagnosis, 2023

2022

Automatic forest fire danger rating calibration: Exploring clustering techniques for regionally customizable fire danger classification.

Jorge Sampaio Silveira Junior, João Ruivo Paulo, Jérôme Mendes, Daniela Alves, Luís Mário Ribeiro, Carlos Viegas

Expert Syst. Appl., 2022

Real-Time Event-Driven Learning in Highly Volatile Systems: A Case for Embedded Machine Learning for SCADA Systems.

Manuel Gonçalves, Pedro Angelo Morais de Sousa, Jérôme Mendes, Morad Danishvar, Alireza Mousavi

IEEE Access, 2022

Fault Detection in Wastewater Treatment Plants: Application of Autoencoders Models with Streaming Data.

Rodrigo Salles, Jérôme Mendes, Rita P. Ribeiro, João Gama

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022

Federated Learning Enabled Prediction of Energy Consumption in Transactive Energy Communities.

Nuno Mendes, Pedro Moura, Jérôme Mendes, Rodrigo Salles, Javad Mohammadi

Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference Europe, 2022

Prediction of Key Variables in Wastewater Treatment Plants Using Machine Learning Models.

Rodrigo Salles, Jérôme Mendes, Rui Araújo, Carlos Melo, Pedro Moura

Proceedings of the International Joint Conference on Neural Networks, 2022

Dynamic Setpoint Optimization Using Metaheuristic Algorithms for Wastewater Treatment Plants.

Rodrigo Salles, Jérôme Mendes, Carlos Henggeler Antunes, Pedro Moura, Joana Dias

Proceedings of the IECON 2022, 2022

Wildfire Spread Prediction Model Calibration Using Metaheuristic Algorithms.

Jorge Pereira, Jérôme Mendes, Jorge Sampaio Silveira Junior, Carlos Viegas, João Ruivo Paulo

Proceedings of the IECON 2022, 2022

Electric Vehicle Physical Parameters Identification.

Ricardo Maia, Jérôme Mendes, Rui Araújo

Proceedings of the IECON 2022, 2022

2021

Novelty Detection for Iterative Learning of MIMO Fuzzy Systems.

Jorge Sampaio Silveira Junior, Jérôme Mendes, Rui Araújo, João Ruivo Paulo, Cristiano Premebida

Proceedings of the 19th IEEE International Conference on Industrial Informatics, 2021

2020

Regenerative braking system modeling by fuzzy Q-Learning.

Ricardo Maia, Jérôme Mendes, Rui Araújo, Marco Silva, Urbano Nunes

Eng. Appl. Artif. Intell., 2020

Automatic Calibration of Forest Fire Weather Index For Independent Customizable Regions Based on Historical Records.

Jorge Sampaio Silveira Junior, João Paulo, Jérôme Mendes, Daniela Alves, Luís Mário Ribeiro

Proceedings of the 3rd IEEE International Conference on Artificial Intelligence and Knowledge Engineering, 2020

2019

Neo-fuzzy neuron learning using backfitting algorithm.

Jérôme Mendes, Francisco Souza, Rui Araújo, Saeid Rastegar

Neural Comput. Appl., 2019

Iterative Learning of Multiple Univariate Zero-Order T-S Fuzzy Systems.

Jérôme Mendes, Francisco Alexandre A. Souza, Ricardo Maia, Rui Araújo

Proceedings of the IECON 2019, 2019

2018

H_∞ Adaptive Fuzzy Control Approach Applied to Antilock-Braking Systems Over a CAN Network.

Carlos Alberto Belchior, Rui Araújo, Jérôme Mendes, Alcidney Chaves, Ricardo Maia

Proceedings of the 23rd IEEE International Conference on Emerging Technologies and Factory Automation, 2018

Intelligent Controller for Industrial Processes Applied to a Distributed Two-Tank System.

Jérôme Mendes, Ricardo Maia, Rui Araújo, Gonçalo Gouveia

Proceedings of the First International Conference on Artificial Intelligence for Industries, 2018

2017

A novel robust control scheme for LTV systems using output integral discrete-time synergetic control theory.

Saeid Rastegar, Rui Araújo, Jalil Sadati, Jérôme Mendes

Eur. J. Control, 2017

Online evolving fuzzy control design: An application to a CSTR plant.

Jérôme Mendes, Francisco Souza, Rui Araújo

Proceedings of the 15th IEEE International Conference on Industrial Informatics, 2017

2014

Automatic extraction of the fuzzy control system by a hierarchical genetic algorithm.

Jérôme Mendes, Rui Araújo, Tiago Matias, Ricardo Seco, Carlos Alberto Belchior

Eng. Appl. Artif. Intell., 2014

Self-adaptive Takagi-Sugeno model identification methodology for industrial control processes.

Saeid Rastegar, Rui Araújo, Jérôme Mendes, Tiago Matias, Alireza Emami

Proceedings of the IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society, Dallas, TX, USA, October 29, 2014

Evolutionary learning of a fuzzy controller for industrial processes.

Jérôme Mendes, Rui Araújo, Tiago Matias, Ricardo Seco, Carlos Alberto Belchior

Proceedings of the IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society, Dallas, TX, USA, October 29, 2014

Adaptive identification and predictive control using an improved on-line sequential extreme learning machine.

Tiago Matias, Francisco Souza, Rui Araújo, Saeid Rastegar, Jérôme Mendes

Proceedings of the IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society, Dallas, TX, USA, October 29, 2014

2013

Adaptive fuzzy identification and predictive control for industrial processes.

Jérôme Mendes, Rui Araújo, Francisco Souza

Expert Syst. Appl., 2013

A comparison of adaptive PID methodologies controlling a DC motor with a varying load.

Luís Osório, Jérôme Mendes, Rui Araújo, Tiago Matias

Proceedings of 2013 IEEE 18th Conference on Emerging Technologies & Factory Automation, 2013

2012

Genetic fuzzy system for data-driven soft sensors design.

Jérôme Mendes, Francisco Souza, Rui Araújo, Nuno Gonçalves

Appl. Soft Comput., 2012

Fuzzy model predictive control for nonlinear processes.

Jérôme Mendes, Rui Araújo

Proceedings of 2012 IEEE 17th International Conference on Emerging Technologies & Factory Automation, 2012

Evolutionary fuzzy models for nonlinear identification.

Jérôme Mendes, Samuel Pinto, Rui Araújo, Francisco Souza

Proceedings of 2012 IEEE 17th International Conference on Emerging Technologies & Factory Automation, 2012

2011

An architecture for adaptive fuzzy control in industrial environments.

Jérôme Mendes, Rui Araújo, Pedro Angelo Morais de Sousa, Filipe Apóstolo, Luís Alves

Comput. Ind., 2011

Adaptive predictive control with recurrent fuzzy neural network for industrial processes.

Jérôme Mendes, Nuno Sousa, Rui Araújo

Proceedings of the IEEE 16th Conference on Emerging Technologies & Factory Automation, 2011

Automatic extraction of the fuzzy control system for industrial processes.

Jérôme Mendes, Ricardo Seco, Rui Araújo

Proceedings of the IEEE 16th Conference on Emerging Technologies & Factory Automation, 2011

Stable indirect adaptive predictive fuzzy control for industrial processes.

Jérôme Mendes, Rui Araújo

Proceedings of the IEEE 16th Conference on Emerging Technologies & Factory Automation, 2011

2010

Adaptive fuzzy generalized predictive control based on Discrete-Time T-S fuzzy model.

Jérôme Mendes, Rui Araújo, Francisco Souza

Proceedings of 15th IEEE International Conference on Emerging Technologies and Factory Automation, 2010