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Fabio Augusto Faria


Universidade Federal de São Paulo (UNIFESP). Campus São José dos Campos. Instituto de Ciência e Tecnologia (ICT)  (Institutional affiliation for the last research proposal)
Birthplace: Brazil

Graduate at Computer Science (Universidade Estadual Paulista ?Júlio de Mesquita Filho? -- UNESP, 2007), Master at Computer Science (University of Campinas -- UNICAMP, 2010), and PhD at Computer Science (University of Campinas -- UNICAMP). He has been a Visiting Scholar at University of South Florida, Tampa/Florida (04/2012 - 04/2013) under supervision of Prof. Dr. Sudeep Sarkar. Currentlly, he is a post doctorate at UNICAMP. Research is conducted in five main research areas: Machine Learning, Data Mining, Information Fusion, and Image Processing. (Source: Lattes Curriculum)

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Scientific publications resulting from Research Grants and Scholarships under the grantee's responsibility (5)
(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)

CARVALHO, TIAGO; FARIA, FABIO A.; PEDRINI, HELIO; TORRES, RICARDO DA S.; ROCHA, ANDERSON. Illuminant-Based Transformed Spaces for Image Forensics. IEEE Transactions on Information Forensics and Security, v. 11, n. 4, p. 720-733, . Web of Science Citations: 13. (11/22749-8, 10/14910-0, 10/05647-4)

FARIA, FABIO A.; ALMEIDA, JURANDY; ALBERTON, BRUNA; MORELLATO, LEONOR PATRICIA C.; TORRES, RICARDO DA S.. Fusion of time series representations for plant recognition in phenology studies. PATTERN RECOGNITION LETTERS, v. 83, n. 2, p. 205-214, . Web of Science Citations: 7. (10/51307-0, 09/18438-7, 10/52113-5, 14/00215-0, 13/50169-1, 13/50155-0)

FARIA, F. A.; PERRE, P.; ZUCCHI, R. A.; JORGE, L. R.; LEWINSOHN, T. M.; ROCHA, A.; TORRES, R. DA S.. Automatic identification of fruit flies (Diptera: Tephritidae). JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, v. 25, n. 7, p. 1516-1527, . Web of Science Citations: 16. (10/14910-0, 98/05085-2, 10/05647-4)

FARIA, FABIO A.; DOS SANTOS, JEFERSSON A.; ROCHA, ANDERSON; TORRES, RICARDO DA S.. A framework for selection and fusion of pattern classifiers in multimedia recognition. PATTERN RECOGNITION LETTERS, v. 39, n. SI, p. 52-64, . (10/14910-0, 10/05647-4, 12/18768-0)

FARIA, FABIO A.; PEDRONETTE, DANIEL C. G.; DOS SANTOS, JEFERSSON A.; ROCHA, ANDERSON; TORRES, RICARDO DA S.. Rank Aggregation for Pattern Classifier Selection in Remote Sensing Images. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, v. 7, n. 4, p. 1103-1115, . (10/14910-0, 10/05647-4, 12/18768-0, 13/08645-0)

FARIA, FABIO A.; ALMEIDA, JURANDY; ALBERTON, BRUNA; MORELLATO, LEONOR PATRICIA C.; ROCHA, ANDERSON; TORRES, RICARDO DA S.. Time series-based classifier fusion for fine-grained plant species recognition. PATTERN RECOGNITION LETTERS, v. 81, n. SI, p. 101-109, . (10/14910-0, 10/05647-4, 09/18438-7, 10/52113-5, 10/51307-0, 14/00215-0, 07/52015-0, 13/50155-0)

Academic Publications

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

FARIA, Fabio Augusto. Uso de técnicas de aprendizagem para classificação e recuperação de imagens. Dissertação (Mestrado) -  Instituto de Computação.  Universidade Estadual de Campinas (UNICAMP).  (08/57016-8

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