Brief presentation:
Teaching and research experience over 20 years in Machine Learning (ML), Digital Signal Processing (DSP), Embedded Systems (ES), and Electronics Instrumentation (EI), working with a range of multidisciplinary problems in defence, medicine, oil-and-gas, entertainment, and climate modelling.
The first author of the monography: "Online Component Analysis, Architectures and Applications", published by Now Publishers in 2022.
Author of several articles published in distinguishing journals and conferences.
A range of concluded supervision at graduate and undergraduate levels.
Active reviewer of a range of prestigious journals and conferences. A list of those registered on the Web of Science site can be accessed here.
My lecturing activities include extension, technological, undergraduate, and graduate courses.
I also have experience with higher education administration in federal institutions in Brazil.
My ORCID is 0000-0001-6005-8480, the ResearchID is M-3384-2017, the SCOPUS Author ID is 57204923642, and Google Scholar.
Affiliation:
Full Professor at the Federal University of Rio de Janeiro (UFRJ), Rio de Janeiro, Brazil.
Undergraduate level: Electronics and Computer Engineering Department (DEL) - Polythecnic School (POLI).
Graduate level: Program of Electrical Engineering (PEE) - Alberto Luiz Institute of Graduate Studies (COPPE)
Disciplines:
Qualifications:
D.Sc. in Electrical Engineering - COPPE / Federal University of Rio de Janeiro - 2007.
M.Sc. in Electrical Engineering - COPPE / Federal University of Rio de Janeiro - 2002.
B.Sc. in Electronics Engineering - Federal University of Rio de Janeiro - 2001.
Interest areas:
Machine Learning, Deep Learning, Pattern Recognition, Digital Signal Processing, Embedded Systems, Electronics Instrumentation, and Digital Design.
Address:
Avenida Horácio Macedo 2030, Technological Center, building H, room 219 (Box 12).
E-mail: jbfilho@poli.ufrj.br
Phone: +55 21 3938-8146
Curriculum:
In Brazilian Lattes format (most in Portuguese).