Tiago Matias

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 6

Top Topics

Extreme Learning Machine

Fuzzy Controller

Genetically Optimized

Top Venues

Publications

Fátima C. C. Dargam, Erhard W. Perz, Stefan Bergmann, Ekaterina Rodionova, Pedro Angelo Morais de Sousa, Francisco Alexandre A. Souza, Tiago Matias, Juan Manuel Ortiz, Abraham Esteve-Nuñez, Pau Rodenas, Patricia Zamora Bonachela
Operational Decision-Making on Desalination Plants: From Process Modelling and Simulation to Monitoring and Automated Control With Machine Learning. Int. J. Decis. Support Syst. Technol. 15 (2) (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)
Luís Capa, Tiago Matias, Adriano Carvalho, Rui Gomes, Nélson Costa, Paulo Cardoso
ROS2-based Gadgets for Motorcyclists. ISIE (2022)
Tiago Matias, Filipe Figueiredo Correia, Jonas Fritzsch, Justus Bogner, Hugo Sereno Ferreira, André Restivo
Determining Microservice Boundaries: A Case Study Using Static and Dynamic Software Analysis. CoRR (2020)
Fátima C. C. Dargam, Erhard W. Perz, Stefan Bergmann, Ekaterina Rodionova, Pedro Angelo Morais de Sousa, Francisco Alexandre A. Souza, Tiago Matias, Juan Manuel Ortiz, Abraham Esteve-Nuñez, Pau Rodenas, Patricia Zamora Bonachela
Supporting Operational Decisions on Desalination Plants from Process Modelling and Simulation to Monitoring and Automated Control with Machine Learning. ICDSST (2020)
Tiago Matias, Filipe Figueiredo Correia, Jonas Fritzsch, Justus Bogner, Hugo Sereno Ferreira, André Restivo
Determining Microservice Boundaries: A Case Study Using Static and Dynamic Software Analysis. ECSA (2020)
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)
Tiago Matias, Francisco Souza, Rui Araújo, Carlos Henggeler Antunes
Learning of a single-hidden layer feedforward neural network using an optimized extreme learning machine. Neurocomputing 129 (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)
Tiago Matias, Rui Araújo, Carlos Henggeler Antunes, Dulce Gabriel
Genetically optimized extreme learning machine. ETFA (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)
Dulce Gabriel, Tiago Matias, J. Costa Pereira, Rui Araújo
Predicting gas emissions in a cement kiln plant using hard and soft modeling strategies. ETFA (2013)
Tiago Matias, Dulce Gabriel, Francisco Souza, Rui Araújo, J. Costa Pereira
Fault detection and replacement of a temperature sensor in a cement rotary kiln. ETFA (2013)
Francisco Souza, Tiago Matias, Rui Araújo
Co-evolutionary genetic Multilayer Perceptron for feature selection and model design. ETFA (2011)
Alberto Rodrigues da Silva, Gonçalo Lemos, Tiago Matias, Marco Costa
The XIS Generative Programming Techniques. COMPSAC (2003)