Bernal-de-Lázaro, J. M., Cuz-Corona, C., Silva Neto, A. J. e Llanes-santiago, O, Criteria for Optimizing Kernel Methods in Fault Monitoring Process: A Survey, ISA Transactions, Vol. 127, pp. 259-272, 2022. Nowadays, how to select the kernel function and their parameters for ensuring high-performance indicators in fault diagnosis applications remains as two open research issues. This … Read more
Jardim, L. C. S., Knupp, D. C., Domingos, R. P., Abreu, L. A. S., Cruz Corona, C. e Silva Neto, A. J., Contact Failure Identification in Multilayered Media via Artificial Neural Networks and Autoencoders, Anais da Academia Brasileira de Ciências, Vol. 94, Suppl. 3, pp. e20211577.1-21, 2022. The estimation of defects positioning occurring in the … Read more
Quiñones Grueiro, M., Ares Milán, M., Sánchez Rivero, M., Silva Neto, A. J. e Llanes Santiago, O., Robust Leak Localization in Water Distribution Networks Using Computational Intelligence, Neurocomputing, Vol. 438, pp. 195-208, 2021 The search for new strategies for leak detection, estimation and localization in Water Distributions Networks (WDNs) is a state-of-the-art research topic. In … Read more
Llanes Santiago, O., Rivero Benedico, B. C., Gálvez Viera, S. C., Rodríguez Morant, E. F., Torrez Cabeza, R. e Silva Neto, A. J., A Fault Diagnosis Proposal with Online Imputation to Incomplete Observations in Industrial Plants, Revista Mexicana de Ingeniería Química, Vol. 18, No. 01, pp. 83-98, 2019 In this paper, the problem of fault … Read more
Bernal de Lázaro, J. M., Llanes Santiago, O., Prieto Moreno, A., del Castillo-Serpa, A. e Silva Neto, A. J., A Novel Index for the Robustness Comparison of Classifiers in Fault Diagnosis, Neurocomputing, Vol. 275, pp. 636-648, 2018 The design of robust data-based fault diagnostic systems can be formulated in terms of classification tasks. A diagnostic classifier … Read more
Bernal de Lázaro, J. M., Rodríguez Ramos, A., Cruz Corona, C., Silva Neto, A. J. e Llanes-Santiago, O., Optimal Kernel Parameter Setting for Faults Detection with Stochastic Methods and Data Preprocessing, Revista CEREUS, Vol. 11, No. 1, pp. 195-209, 2019 In this paper, an indirect optimization criterion for parameter setting the kernel-based fault detection process … Read more
Rodríguez Ramos, A., Silva Neto, A. J. e Llanes Santiago, O., An Approach to Fault Diagnosis with Online Detection of Novel Faults Using Fuzzy Clustering Tools, Expert Systems with Applications, Vol. 113, pp. 200-212, 2018 This paper presents an approach to fault diagnosis with online detection of novel faults and automatic learning using fuzzy clustering … Read more
Souza, N. G. S., Lugon Jr., J., Yamasaki, E., Kyriakides, I. e Silva Neto, A. J., Parameter Sensitivity Study and Water Properties Infuence: An Evaluation of the Determining Factors on Oil Drifiting Effect, Revista CEREUS, Vol. 13, No. 1, pp. 186-198, 2021 The Eastern Mediterranean Sea is a complex location for oil spill trajectory prediction, … Read more
Lugon Jr., J., Juliano, M. M., Kyriakides, I., Yamasaki, E. N., Rodrigues, P. P. G. W. e Silva Neto, A. J., Environmental Hydrodynamic Modelling Applied to Extreme Events in Caribbean and Mediterranean Countries, Desalination and Water Treatment, Vol. 194, pp. 315-323, 2020 There has been in recent years an increase in interest and concerns about … Read more
Lugon Jr., J., Kalas, F. A., Rodrigues, P. P. G. W., Juliano, M. M., Gallo Neto, H., Jeveaux, J. L. e Silva Neto, A. J., Application of MOHID Platform to Simulate the Drift of Cetaceans Stranded in Coastal Regions. A Case Study in the Paulista Coastline, Revista CEREUS, Vol. 11, No. 3, pp. 178-189, 2019 … Read more