Francisco Souza

Review of soft sensor methods for regression applications

Francisco Souza, Rui Araújo, Jérôme Mendes · Chemometrics and Intelligent Laboratory Systems · 2015 · 320 citations

Engineering, Soft Sensor, Structural Health Monitoring +6

Learning of a single-hidden layer feedforward neural network using an optimized extreme learning machine

Tiago Matias, Francisco Souza, Rui Araújo et al. · Neurocomputing · 2013 · 88 citations

Single-hidden Layer, Evolving Neural Network, Engineering +7

Adaptive fuzzy identification and predictive control for industrial processes

Jérôme Mendes, Rui Araújo, Francisco Souza · Expert Systems with Applications · 2013 · 55 citations

Fuzzy Logic, Fuzzy Systems, Adaptive Fuzzy Identification +8

Mixture of partial least squares experts and application in prediction settings with multiple operating modes

Francisco Souza, Rui Araújo · Chemometrics and Intelligent Laboratory Systems · 2013 · 50 citations

Engineering, Machine Learning, Data Science +12

Online Mixture of Univariate Linear Regression Models for Adaptive Soft Sensors

Francisco Souza, Rui Araújo · IEEE Transactions on Industrial Informatics · 2013 · 48 citations

Engineering, Machine Learning, Regression Problem +23