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Jefersson Alex dos Santos

CV Lattes ResearcherID


Universidade Estadual de Campinas (UNICAMP). Instituto de Computação (IC)  (Institutional affiliation for the last research proposal)
Birthplace: Brazil

graduation at Ciência da Computação from Universidade Estadual de Mato Grosso do Sul (2006), master's at Computer Science from Universidade Estadual de Campinas (2009), doctorate at Computer Science from Universidade Estadual de Campinas (2013) and doctorate at Sciences de l'Information et de la Communication from Université de Cergy-Pontoise (2013). Has experience in Computer Science, acting on the following subjects: estatística aplicada a computação, desempenho acadêmico, análise de dados, padrões de projeto and java. (Source: Lattes Curriculum)

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Scholarships in Brazil
FAPESP support in numbers * Updated January 22, 2022
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3 / 2   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 (10)
(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)

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, . Web of Science Citations: 24. (10/05647-4, 10/14910-0, 12/18768-0)

DOS SANTOS, JEFERSSON A.; PENATTI, OTAVIO A. B.; GOSSELIN, PHILIPPE-HENRI; FALCAO, ALEXANDRE X.; PHILIPP-FOLIGUET, SYLVIE; TORRES, RICARDO DA S.. Efficient and Effective Hierarchical Feature Propagation. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, v. 7, n. 12, SI, p. 4632-4643, . Web of Science Citations: 10. (09/10554-8, 12/18768-0, 13/50169-1, 13/50155-0)

DOS SANTOS, JEFERSSON ALEX; GOSSELIN, PHILIPPE-HENRI; PHILIPP-FOLIGUET, SYLVIE; TORRES, RICARDO DA S.; FALCAO, ALEXANDRE XAVIER. Interactive Multiscale Classification of High-Resolution Remote Sensing Images. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, v. 6, n. 4, p. 2020-2034, . Web of Science Citations: 18. (07/52015-0, 09/18438-7)

ALBARRACIN, JUAN F. H.; OLIVEIRA, RAFAEL S.; HIROTA, MARINA; DOS SANTOS, JEFERSSON A.; TORRES, RICARDO DA S.. A Soft Computing Approach for Selecting and Combining Spectral Bands. REMOTE SENSING, v. 12, n. 14, . Web of Science Citations: 0. (15/02105-0, 14/50715-9, 13/50169-1, 16/08085-3, 14/12236-1, 17/12646-3, 16/26170-8, 13/50155-0, 18/06918-3)

NOGUEIRA, KEILLER; DOS SANTOS, JEFERSSON A.; MENINI, NATHALIA; SILVA, THIAGO S. F.; MORELLATO, LEONOR PATRICIA C.; TORRES, RICARDO DA S.. Spatio-Temporal Vegetation Pixel Classification by Using Convolutional Networks. IEEE Geoscience and Remote Sensing Letters, v. 16, n. 10, p. 1665-1669, . Web of Science Citations: 0. (16/26170-8, 13/50155-0, 09/54208-6, 13/50169-1, 18/06918-3)

ESMAEL, AGNALDO APARECIDO; DOS SANTOS, JEFERSSON ALEX; TORRES, RICARDO DA SILVA. On the ensemble of multiscale object-based classifiers for aerial images: a comparative study. MULTIMEDIA TOOLS AND APPLICATIONS, v. 77, n. 19, p. 24565-24592, . Web of Science Citations: 0. (14/50715-9, 16/50250-1, 13/50169-1, 14/12236-1, 17/20945-0, 13/50155-0, 15/24494-8)

MENINI, NATHALIA; ALMEIDA, ALEXANDRE E.; LAMPARELLI, RUBENS; LE MAIRE, GUERRIC; DOS SANTOS, JEFERSSON A.; PEDRINI, HELIO; HIROTA, MARINA; TORRES, RICARDO DA S.. A Soft Computing Framework for Image Classification Based on Recurrence Plots. IEEE Geoscience and Remote Sensing Letters, v. 16, n. 2, p. 320-324, . Web of Science Citations: 1. (14/12236-1, 17/12646-3, 16/26170-8, 18/06918-3, 14/50715-9, 13/50155-0, 13/50169-1, 15/02105-0)

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, . Web of Science Citations: 9. (10/05647-4, 13/08645-0, 10/14910-0, 12/18768-0)

DOS SANTOS, JEFERSSON ALEX; GOSSELIN, PHILIPPE-HENRI; PHILIPP-FOLIGUET, SYLVIE; TORRES, RICARDO DA S.; FALCAO, ALEXANDRE XAVIER. Multiscale Classification of Remote Sensing Images. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 50, n. 10, 1, p. 3764-3775, . Web of Science Citations: 45. (07/52015-0, 09/18438-7)

FERREIRA, C. D.; SANTOS, J. A.; TORRES, R. DA S.; GONCALVES, M. A.; REZENDE, R. C.; FAN, WEIGUO. Relevance feedback based on genetic programming for image retrieval. PATTERN RECOGNITION LETTERS, v. 32, n. 1, SI, p. 27-37, . (09/18438-7, 07/53607-9)

DA SILVA, ANDRE TAVARES; DOS SANTOS, JEFERSSON ALEX; FALCAO, ALEXANDRE XAVIER; TORRES, RICARDO DA S.; MAGALHAES, LEO PINI. Incorporating multiple distance spaces in optimum-path forest classification to improve feedback-based learning. COMPUTER VISION AND IMAGE UNDERSTANDING, v. 116, n. 4, p. 510-523, . Web of Science Citations: 11. (07/52015-0, 09/18438-7)

ALMEIDA, JURANDY; DOS SANTOS, JEFERSSON A.; ALBERTON, BRUNA; MORELLATO, LEONOR PATRICIA C.; TORRES, RICARDO DA S.. Phenological visual rhythms: Compact representations for fine-grained plant species identification. PATTERN RECOGNITION LETTERS, v. 81, n. SI, p. 90-100, . Web of Science Citations: 13. (10/51307-0, 07/52015-0, 09/18438-7, 10/52113-5, 14/00215-0, 13/50169-1, 13/50155-0)

SAITO, PRISCILA T. M.; NAKAMURA, RODRIGO Y. M.; AMORIM, WILLIAN P.; PAPA, JOAO P.; DE REZENDE, PEDRO J.; FALCAO, ALEXANDRE X.. Choosing the Most Effective Pattern Classification Model under Learning-Time Constraint. PLoS One, v. 10, n. 6, . Web of Science Citations: 3. (13/20387-7, 11/14058-5, 07/52015-0, 14/16250-9, 12/18768-0)

NOGUEIRA, KEILLER; FADEL, SAMUEL G.; DOURADO, ICARO C.; WERNECK, RAFAEL DE O.; MUNOZ, V, JAVIER A.; PENATTI, OTAVIO A. B.; CALUMBY, RODRIGO T.; LI, LIN TZY; DOS SANTOS, JEFERSSON A.; TORRES, RICARDO DA S.. Exploiting ConvNet Diversity for Flooding Identification. IEEE Geoscience and Remote Sensing Letters, v. 15, n. 9, p. 1446-1450, . Web of Science Citations: 8. (14/12236-1, 14/50715-9, 15/24494-8, 13/50169-1, 16/18429-1, 13/50155-0)

ALMEIDA, JURANDY; DOS SANTOS, JEFERSSON A.; MIRANDA, WANER O.; ALBERTON, BRUNA; MORELLATO, LEONOR PATRICIA C.; TORRES, RICARDO DA S.. Deriving vegetation indices for phenology analysis using genetic programming. ECOLOGICAL INFORMATICS, v. 26, n. 3, p. 61-69, . Web of Science Citations: 11. (10/51307-0, 07/52015-0, 09/18438-7, 10/52113-5, 14/00215-0, 13/50169-1, 13/50155-0)

NAKAMURA, RODRIGO Y. M.; GARCIA FONSECA, LEILA MARIA; DOS SANTOS, JEFERSSON ALEX; TORRES, RICARDO DA S.; YANG, XIN-SHE; PAPA, JOAO PAPA. Nature-Inspired Framework for Hyperspectral Band Selection. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 52, n. 4, p. 2126-2137, . Web of Science Citations: 29. (11/14058-5, 09/18438-7, 12/18768-0, 09/16206-1, 08/58112-0)

ALMEIDA, JURANDY; DOS SANTOS, JEFERSSON A.; ALBERTON, BRUNA; TORRES, RICARDO DA S.; MORELLATO, LEONOR PATRICIA C.. Applying machine learning based on multiscale classifiers to detect remote phenology patterns in Cerrado savanna trees. ECOLOGICAL INFORMATICS, v. 23, n. SI, p. 49-61, . Web of Science Citations: 16. (07/52015-0, 09/18438-7, 11/11171-5, 10/52113-5)

Academic Publications

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

SANTOS, Jefersson Alex dos. Reconhecimento semi-automatico e vetorização de regiões em imagens de sensoriamento remoto. Dissertação (Mestrado) -  Instituto de Computação.  Universidade Estadual de Campinas (UNICAMP).  (07/53607-9

SANTOS, Jefersson Alex dos. Semi-automatic classification of remote sensing images = : Classificação semi-automática de imagens de sensorimento remoto. Tese (Doutorado) -  Instituto de Computação.  Universidade Estadual de Campinas (UNICAMP).  (08/58528-2

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