Research output per year
Research output per year
Professor
Overview: Professor Ricardo Campello's expertise ranges across the disciplines of data science, computer science, applied mathematics/statistics and electrical/computer engineering. He has been teaching and doing research across these disciplines for about 25 years, in Brazil, France, Canada, Australia and Denmark. He has successfully advised an extensive list of postgraduate students, many of which supported by research grants. Over the years, Ricardo continuously secured external funding to support his research group, including highly skilled personnel. He currently holds an appointment supported by a prestigious International Recruit Scheme, with a major associated grant from the Novo Nordisk Foundation (NNF).
Ricardo's research interests fall primarily within the areas of data mining and machine/statistical learning, especially the design of new algorithms and mathematical tools for descriptive and predictive analytics. Particular emphasis is given to unsupervised and semi-supervised machine/statistical learning techniques. Although his work focuses primarily on conceptual, general-purpose methods that can be used in a wide spectrum of application domains, Ricardo has also a track record of interdisciplinary collaborations towards more specialised, application-oriented research. For instance, his current NNF grant focuses on applications in the field of gene-expression data analysis.
Electrical and Computer Engineering, PhD, State University of Campinas (Unicamp)
Award Date: 26. Jul 2002
Electrical and Computer Engineering, Master, State University of Campinas (Unicamp)
Award Date: 13. Jun 1997
Electronics Engineering, Bachelor, State University of São Paulo (Unesp)
Award Date: 23. Dec 1994
Visiting Academic Researcher - Comp. Sci., University of Melbourne
2022
Honorary Adjunct Professor - Sci. and Eng., James Cook University
2018 → 2024
Full Professor - Data Science, University of Newcastle
2018 → 2022
Honorary Adjunct Professor - Comp. Sci., University of Alberta
2017 → 2023
Full Professor - Applied Math. and Stat., James Cook University
2016 → 2018
Visiting Professor - Comp. Sci., University of Alberta
2011 → 2013
Associate Professor - Comp. Sci., University of São Paulo
2011 → 2016
Assistant Professor - Comp. Sci., University of São Paulo
2007 → 2011
Research Fellow, National Council for Scientific & Technology Development (CNPq)
2005 → 2022
Assistant Professor - Informatics, Catholic University of Santos
2003 → 2006
Guest Lecturer and Research Associate (Honorary) - Elect. and Comp. Eng., State University of Campinas
2003 → 2006
Postdoctoral Fellow, University Nice Sophia Antipolis
2002 → 2003
Research output: Contribution to journal › Journal article › Research › peer-review
Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Research output: Contribution to journal › Journal article › Research › peer-review
Research output: Contribution to journal › Journal article › Research › peer-review
Campello, R. J. G. B., Zimek, A. & Gesteira Costa, I.
01/05/2023 → 01/05/2028
Project: Private Foundations
Zimek, A., Campello, R. J. G. B. & Marques, H. O.
01/09/2021 → 31/08/2024
Project: Research
Campello, Ricardo Jose Gabrielli Barreto (Recipient), 2023
Prize: Prizes, scholarships, distinctions
Campello, Ricardo Jose Gabrielli Barreto (Recipient), Moulavi, Davoud (Recipient) & Sander, Jörg (Recipient), 2023
Prize: Prizes, scholarships, distinctions
Campello, Ricardo Jose Gabrielli Barreto (Recipient), Santos, Joelson Antonio dos (Recipient), Syed, Talat Iqbal (Recipient), Naldi, Murilo Coelho (Recipient) & Sander, Jörg (Recipient), 2022
Prize: Prizes, scholarships, distinctions
Campello, Ricardo Jose Gabrielli Barreto (Recipient), 2020
Prize: Prizes, scholarships, distinctions
Campos, Guilherme O. (Recipient), Zimek, Arthur (Recipient), Sander, Jörg (Recipient), Campello, Ricardo Jose Gabrielli Barreto (Recipient), Micenkova, Barbora (Recipient), Schubert, Erich (Recipient), Assent, Ira (Recipient) & Houle, Michael E. (Recipient), 2017
Prize: Prizes, scholarships, distinctions