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Murillo Guimarães Carneiro

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

Dr. Carneiro received the undergraduate degree in information systems from Goiano Federal Institute, Urutaí, Brazil, the M.Sc. degree in computer science from the Federal University of Uberlândia, Uberlândia, Brazil, and the Ph.D. degree in computer science from the University of São Paulo, São Carlos, Brazil, in 2008, 2012 and 2016, respectively. He joined the Federal University of Uberlândia (UFU), Brazil in 2014, where he is currently an Assistant Professor with the Faculty of Computing. He was also an Academic Visitor at Department of Computer Science, University of Surrey-UK (2015-2016). He participated directly in many projects funded by Brazilian organizations, such as CNPq, CAPES and FAPESP. His previous experiences include works on machine learning and data mining, complex networks and bio-inspired computing and his main interests are related to the following topics: learning via complex networks, network structural optimization, data classification, dimension reduction and cellular automata. (Source: Lattes Curriculum)

Scholarships in Brazil
FAPESP support in numbers * Updated November 09, 2019
Total / Available in English
1 / 1 Completed scholarships in Brazil

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Keywords used by the researcher
Scientific publications resulting from Research Grants and Scholarships under the grantee's responsibility (3)

(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)

Publications3
Citations10
Cit./Article3.3
Data from Web of Science

CARNEIRO, MURILLO GUIMARAES; ZHAO, LIANG. Organizational Data Classification Based on the Importance Concept of Complex Networks. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, v. 29, n. 8, p. 3361-3373, . Web of Science Citations: 2. (13/07375-0, 12/07926-3, 15/50122-0)

CARNEIRO, MURILLO G.; CHENG, RAN; ZHAO, LIANG; JIN, YAOCHU. Particle swarm optimization for network-based data classification. NEURAL NETWORKS, v. 110, p. 243-255, . Web of Science Citations: 2. (13/07375-0, 15/50122-0, 12/07926-3)

CUPERTINO, THIAGO H.; ZHAO, LIANG; CARNEIRO, MURILLO G.. Network-based supervised data classification by using an heuristic of ease of access. Neurocomputing, v. 149, n. A, p. 86-92, . Web of Science Citations: 6. (09/02036-7)

Academic Publications

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

CARNEIRO, Murillo Guimarães. Redes complexas para classificação de dados via conformidade de padrão, caracterização de importância e otimização estrutural. 2016. Tese (Doutorado) – Instituto de Ciências Matemáticas e de Computação. Universidade de São Paulo (USP). São Carlos. (12/07926-3)

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