Statistical monitoring of control loops performance: an improved historical-data benchmark index. - Tiago J. Rato; Marco S. Reis (Qual. Reliab. Eng. Int., 2010)

Non-causal data-driven monitoring of the process correlation structure: A comparison study with new methods. - Tiago J. Rato; Marco S. Reis (Comput. Chem. Eng., 2014)

Translation-Invariant Multiscale Energy-Based PCA for Monitoring Batch Processes in Semiconductor Manufacturing. - Tiago J. Rato; Jakey Blue; Jacques Pinaton; Marco S. Reis (IEEE Trans Autom. Sci. Eng., 2017)

SS-DAC: A systematic framework for selecting the best modeling approach and pre-processing for spectroscopic data. - Tiago J. Rato; Marco S. Reis (Comput. Chem. Eng., 2019)

Optimal fusion of industrial data streams with different granularities. - Tiago J. Rato; Marco S. Reis (Comput. Chem. Eng., 2019)

A Spectral AutoML approach for industrial soft sensor development: Validation in an oil refinery plant. - Daniela C. M. de Souza; Luís Cabrita; Cláudia F. Galinha; Tiago J. Rato; Marco S. Reis (Comput. Chem. Eng., 2021)