Jérôme Mendes

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 25

Top Topics

Physical Parameters

Industrial Processes

Metaheuristic Algorithms

Top Venues

Eng. Appl. Artif. Intell.

Publications

Rui Queiroz, Tiago Cruz, Jérôme Mendes, Pedro Sousa, Paulo Simões
Container-based Virtualization for Real-time Industrial Systems - A Systematic Review. ACM Comput. Surv. 56 (3) (2024)
Jorge Pereira, Jérôme Mendes, Jorge Sampaio Silveira Junior, Carlos Viegas, João Ruivo Paulo
Metaheuristic algorithms for calibration of two-dimensional wildfire spread prediction model. Eng. Appl. Artif. Intell. 136 (2024)
Jorge Sampaio Silveira Junior, Jérôme Mendes, Francisco Souza, Cristiano Premebida
Survey on Deep Fuzzy Systems in Regression Applications: A View on Interpretability. Int. J. Fuzzy Syst. 25 (7) (2023)
Jorge Sampaio Silveira Junior, Jérôme Mendes, Francisco Souza, Cristiano Premebida
Hybrid LSTM-Fuzzy System to Model a Sulfur Recovery Unit. ICINCO (2) (2023)
Nuno Mendes, Pedro Moura, Jérôme Mendes, Carlos Henggeler Antunes, Javad Mohammadi
Federated Learning Optimization for Energy Communities in Smart Cities. ISC2 (2023)
Jorge Alves, Pedro Sousa, Bárbara Matos, Jérôme Mendes, Francisco Souza, Tiago Matias
Modular Cyber-Physical System for Smart Industry: a case study on energy load disaggregation. ICCAD (2023)
Joana Leiria, Rodrigo Salles, Jérôme Mendes, Pedro Sousa
Soft Sensors for Industrial Applications: Comparison of Variables Selection Methods and Regression Models. ICCAD (2023)
Jorge Pereira, Jérôme Mendes, Jorge Sampaio Silveira Junior, Carlos Viegas, João Ruivo Paulo
Wildfire Spread Prediction Model Calibration Using Metaheuristic Algorithms. IECON (2022)
Rodrigo Salles, Jérôme Mendes, Carlos Henggeler Antunes, Pedro Moura, Joana Dias
Dynamic Setpoint Optimization Using Metaheuristic Algorithms for Wastewater Treatment Plants. IECON (2022)
Nuno Mendes, Pedro Moura, Jérôme Mendes, Rodrigo Salles, Javad Mohammadi
Federated Learning Enabled Prediction of Energy Consumption in Transactive Energy Communities. ISGT-Europe (2022)
Jorge Sampaio Silveira Junior, João Ruivo Paulo, Jérôme Mendes, Daniela Alves, Luís Mário Ribeiro, Carlos Viegas
Automatic forest fire danger rating calibration: Exploring clustering techniques for regionally customizable fire danger classification. Expert Syst. Appl. 193 (2022)
Rodrigo Salles, Jérôme Mendes, Rita P. Ribeiro, João Gama
Fault Detection in Wastewater Treatment Plants: Application of Autoencoders Models with Streaming Data. PKDD/ECML Workshops (1) (2022)
Manuel Gonçalves, Pedro Angelo Morais de Sousa, Jérôme Mendes, Morad Danishvar, Alireza Mousavi
Real-Time Event-Driven Learning in Highly Volatile Systems: A Case for Embedded Machine Learning for SCADA Systems. IEEE Access 10 (2022)
Rodrigo Salles, Jérôme Mendes, Rui Araújo, Carlos Melo, Pedro Moura
Prediction of Key Variables in Wastewater Treatment Plants Using Machine Learning Models. IJCNN (2022)
Jorge Sampaio Silveira Junior, Jérôme Mendes, Francisco Souza, Cristiano Premebida
Survey on Deep Fuzzy Systems in regression applications: a view on interpretability. CoRR (2022)
Ricardo Maia, Jérôme Mendes, Rui Araújo
Electric Vehicle Physical Parameters Identification. IECON (2022)
Jorge Sampaio Silveira Junior, Jérôme Mendes, Rui Araújo, João Ruivo Paulo, Cristiano Premebida
Novelty Detection for Iterative Learning of MIMO Fuzzy Systems. INDIN (2021)
Jorge Sampaio Silveira Junior, João Paulo, Jérôme Mendes, Daniela Alves, Luís Mário Ribeiro
Automatic Calibration of Forest Fire Weather Index For Independent Customizable Regions Based on Historical Records. AIKE (2020)
Ricardo Maia, Jérôme Mendes, Rui Araújo, Marco Silva, Urbano Nunes
Regenerative braking system modeling by fuzzy Q-Learning. Eng. Appl. Artif. Intell. 93 (2020)
Jérôme Mendes, Francisco Souza, Rui Araújo, Saeid Rastegar
Neo-fuzzy neuron learning using backfitting algorithm. Neural Comput. Appl. 31 (8) (2019)
Jérôme Mendes, Francisco Alexandre A. Souza, Ricardo Maia, Rui Araújo
Iterative Learning of Multiple Univariate Zero-Order T-S Fuzzy Systems. IECON (2019)
Carlos Alberto Belchior, Rui Araújo, Jérôme Mendes, Alcidney Chaves, Ricardo Maia
Adaptive Fuzzy Control Approach Applied to Antilock-Braking Systems Over a CAN Network. ETFA (2018)
Jérôme Mendes, Ricardo Maia, Rui Araújo, Gonçalo Gouveia
Intelligent Controller for Industrial Processes Applied to a Distributed Two-Tank System. AI4I (2018)
Saeid Rastegar, Rui Araújo, Jalil Sadati, Jérôme Mendes
A novel robust control scheme for LTV systems using output integral discrete-time synergetic control theory. Eur. J. Control 34 (2017)
Jérôme Mendes, Francisco Souza, Rui Araújo
Online evolving fuzzy control design: An application to a CSTR plant. INDIN (2017)
Tiago Matias, Francisco Souza, Rui Araújo, Saeid Rastegar, Jérôme Mendes
Adaptive identification and predictive control using an improved on-line sequential extreme learning machine. IECON (2014)
Jérôme Mendes, Rui Araújo, Tiago Matias, Ricardo Seco, Carlos Alberto Belchior
Evolutionary learning of a fuzzy controller for industrial processes. IECON (2014)
Saeid Rastegar, Rui Araújo, Jérôme Mendes, Tiago Matias, Alireza Emami
Self-adaptive Takagi-Sugeno model identification methodology for industrial control processes. IECON (2014)
Jérôme Mendes, Rui Araújo, Tiago Matias, Ricardo Seco, Carlos Alberto Belchior
Automatic extraction of the fuzzy control system by a hierarchical genetic algorithm. Eng. Appl. Artif. Intell. 29 (2014)
Jérôme Mendes, Rui Araújo, Francisco Souza
Adaptive fuzzy identification and predictive control for industrial processes. Expert Syst. Appl. 40 (17) (2013)
Luís Osório, Jérôme Mendes, Rui Araújo, Tiago Matias
A comparison of adaptive PID methodologies controlling a DC motor with a varying load. ETFA (2013)
Jérôme Mendes, Francisco Souza, Rui Araújo, Nuno Gonçalves
Genetic fuzzy system for data-driven soft sensors design. Appl. Soft Comput. 12 (10) (2012)
Jérôme Mendes, Rui Araújo
Fuzzy model predictive control for nonlinear processes. ETFA (2012)
Jérôme Mendes, Samuel Pinto, Rui Araújo, Francisco Souza
Evolutionary fuzzy models for nonlinear identification. ETFA (2012)
Jérôme Mendes, Rui Araújo, Pedro Angelo Morais de Sousa, Filipe Apóstolo, Luís Alves
An architecture for adaptive fuzzy control in industrial environments. Comput. Ind. 62 (3) (2011)
Jérôme Mendes, Nuno Sousa, Rui Araújo
Adaptive predictive control with recurrent fuzzy neural network for industrial processes. ETFA (2011)
Jérôme Mendes, Ricardo Seco, Rui Araújo
Automatic extraction of the fuzzy control system for industrial processes. ETFA (2011)
Jérôme Mendes, Rui Araújo
Stable indirect adaptive predictive fuzzy control for industrial processes. ETFA (2011)
Jérôme Mendes, Rui Araújo, Francisco Souza
Adaptive fuzzy generalized predictive control based on Discrete-Time T-S fuzzy model. ETFA (2010)