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Rafael Gomes Mantovani

CV Lattes


Universidade de São Paulo (USP). Instituto de Ciências Matemáticas e de Computação (ICMC)  (Institutional affiliation for the last research proposal)
Birthplace: Brazil

He is bachelor (2008) and Master in Computer Science from Londrina State University - UEL (2011). He is also a PhD in Computer Science, title obtained at Institute of Mathematics and Computer Sciences of the University of São Paulo (ICMC/USP). He was a Phd research visitor during an year (2015-2016) at the Eindhoven University of Technology (Tu/e), in Netherlands. He has experience in Computer Science, acting on the following subjects: machine learning, meta-learning and automated machine learning tools. Currently, he is an Adjunct Professor at Federal Technology University of Paraná (UTFPR), campus Apucarana. (Source: Lattes Curriculum)

Scholarships in Brazil
Scholarships abroad
FAPESP support in numbers * Updated October 24, 2020
Total / Available in English
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Keywords used by the researcher
Scientific publications resulting from Research Grants and Scholarships under the grantee's responsibility (4)

(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)

Publications4
Citations13
Cit./Article3.2
Data from Web of Science

AGUIAR, GABRIEL JONAS; MANTOVANI, RAFAEL GOMES; MASTELINI, SAULO M.; DE CARVALHO, ANDRE C. P. F. L.; CAMPOS, GABRIEL F. C.; BARBON JUNIOR, SYLVIO. A meta-learning approach for selecting image segmentation algorithm. PATTERN RECOGNITION LETTERS, v. 128, p. 480-487, . Web of Science Citations: 0. (16/18615-0, 12/23114-9, 13/07375-0, 18/07319-6)

MANTOVANI, RAFAEL G.; ROSSI, ANDRE L. D.; ALCOBACA, EDESIO; VANSCHOREN, JOAQUIN; DE CARVALHO, ANDRE C. P. L. F.. A meta-learning recommender system for hyperparameter tuning: Predicting when tuning improves SVM classifiers. INFORMATION SCIENCES, v. 501, p. 193-221, . Web of Science Citations: 0. (12/23114-9, 15/03986-0, 18/14819-5)

CENTINI CAMPOS, GABRIEL FILLIPE; MASTELINI, SAULO MARTIELLO; AGUIAR, GABRIEL JONAS; MANTOVANI, RAFAEL GOMES; DE MELO, LEONIMER FLAVIO; BARBON, JR., SYLVIO. Machine learning hyperparameter selection for Contrast Limited Adaptive Histogram Equalization. EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING, . Web of Science Citations: 1. (12/23114-9)

BARBON, ANA PAULA A. C.; BARBON, JR., SYLVIO; MANTOVANI, RAFAEL GOMES; FUZYI, ESTEFANIA MAYUMI; PERES, LOUISE MANHA; BRIDI, ANA MARIA. Storage time prediction of pork by Computational Intelligence. COMPUTERS AND ELECTRONICS IN AGRICULTURE, v. 127, p. 368-375, . Web of Science Citations: 12. (12/23114-9)

Academic Publications

(References retrieved automatically from State of São Paulo Research Institutions)

MANTOVANI, Rafael Gomes. Uso de meta-aprendizado para o ajuste de hiper-parâmetros em problemas de classificação. Tese (Doutorado) -  Instituto de Ciências Matemáticas e de Computação.  Universidade de São Paulo (USP).  São Carlos.  (12/23114-9

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