The XIS Generative Programming Techniques. - Alberto Rodrigues da Silva; Gonçalo Lemos; Tiago Matias; Marco Costa (COMPSAC, 2003)

Co-evolutionary genetic Multilayer Perceptron for feature selection and model design. - Francisco Souza 001; Tiago Matias; Rui Araújo (ETFA, 2011)

Predicting gas emissions in a cement kiln plant using hard and soft modeling strategies. - Dulce Gabriel; Tiago Matias; J. Costa Pereira; Rui Araújo (ETFA, 2013)

Genetically optimized extreme learning machine. - Tiago Matias; Rui Araújo; Carlos Henggeler Antunes; Dulce Gabriel (ETFA, 2013)

Fault detection and replacement of a temperature sensor in a cement rotary kiln. - Tiago Matias; Dulce Gabriel; Francisco Souza 001; Rui Araújo; J. Costa Pereira (ETFA, 2013)

A comparison of adaptive PID methodologies controlling a DC motor with a varying load. - Luís Osório; Jérôme Mendes; Rui Araújo; Tiago Matias (ETFA, 2013)

Adaptive identification and predictive control using an improved on-line sequential extreme learning machine. - Tiago Matias; Francisco Souza 001; Rui Araújo; Saeid Rastegar; Jérôme Mendes (IECON, 2014)

Evolutionary learning of a fuzzy controller for industrial processes. - Jérôme Mendes; Rui Araújo; Tiago Matias; Ricardo Seco; Carlos Alberto Belchior (IECON, 2014)

Self-adaptive Takagi-Sugeno model identification methodology for industrial control processes. - Saeid Rastegar; Rui Araújo; Jérôme Mendes; Tiago Matias; Alireza Emami (IECON, 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)

Learning of a single-hidden layer feedforward neural network using an optimized extreme learning machine. - Tiago Matias; Francisco Souza 001; Rui Araújo; Carlos Henggeler Antunes (Neurocomputing, 2014)

Determining Microservice Boundaries: A Case Study Using Static and Dynamic Software Analysis. - Tiago Matias; Filipe Figueiredo Correia; Jonas Fritzsch; Justus Bogner; Hugo Sereno Ferreira; André Restivo (ECSA, 2020)

Supporting Operational Decisions on Desalination Plants from Process Modelling and Simulation to Monitoring and Automated Control with Machine Learning. - 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 (ICDSST, 2020)

ROS2-based Gadgets for Motorcyclists. - Luís Capa; Tiago Matias; Adriano Carvalho 002; Rui Gomes; Nélson Costa; Paulo Cardoso (ISIE, 2022)

Modular Cyber-Physical System for Smart Industry: a case study on energy load disaggregation. - Jorge Alves; Pedro Sousa; Bárbara Matos; Jérôme Mendes; Francisco Souza 001; Tiago Matias (ICCAD, 2023)

Operational Decision-Making on Desalination Plants: From Process Modelling and Simulation to Monitoring and Automated Control With Machine Learning. - 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 (Int. J. Decis. Support Syst. Technol., 2023)