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Daniel Carlos Guimarães Pedronette

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Universidade Estadual Paulista (UNESP). Campus de Rio Claro. Instituto de Geociências e Ciências Exatas (IGCE)  (Institutional affiliation for the last research proposal)
Birthplace: Brazil

Graduated in Computer Science (Universidade Estadual Paulista Júlio de Mesquita Filho - UNESP, 2005), Masters in Computer Science (University of Campinas - UNICAMP, 2008) and a PhD in Computer Science (University of Campinas - UNICAMP, 2012 ). He is currently Associate Professor at the Universidade Estadual Paulista Júlio de Mesquita Filho - UNESP, Department of Statistics, Applied Mathematics and Computation and associate researcher at the Institute of Computing - UNICAMP. He has experience in various areas of computer science, with special interest in digital libraries, image processing and analysis, information retrieval, image retrieval by content and high performance computing. (Source: Lattes Curriculum)

Research grants
Scholarships in Brazil
FAPESP support in numbers * Updated August 01, 2020
Total / Available in English
Most frequent collaborators in research granted by FAPESP
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Use this Research Supported by FAPESP (BV/FAPESP) channel only to send messages referring to FAPESP-funded scientific projects.


 

 

 

 

Keywords used by the researcher
Scientific publications resulting from Research Grants and Scholarships under the grantee's responsibility (22)

(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)

Publications22
Citations93
Cit./Article4.2
Data from Web of Science

GUIMARAES PEDRONETTE, DANIEL CARLOS; TORRES, RICARDO DA S.. A correlation graph approach for unsupervised manifold learning in image retrieval tasks. Neurocomputing, v. 208, n. SI, p. 66-79, . Web of Science Citations: 9. (13/08645-0, 13/50169-1)

FERNANDES GONCALVES, FILIPE MARCEL; GUILHERME, IVAN RIZZO; GUIMARAES PEDRONETTE, DANIEL CARLOS. Semantic Guided Interactive Image Retrieval for plant identification. EXPERT SYSTEMS WITH APPLICATIONS, v. 91, p. 12-26, . Web of Science Citations: 6. (13/08645-0)

VALEM, LUCAS PASCOTTI; GUIMARAES PEDRONETTE, DANIEL CARLOS. Unsupervised selective rank fusion for image retrieval tasks. Neurocomputing, v. 377, p. 182-199, . Web of Science Citations: 0. (17/25908-6, 17/02091-4, 18/15597-6)

BALDASSIN, ALEXANDRO; WENG, YING; GUIMARAES PEDRONETTE, DANIEL CARLOS; ALMEIDA, JURANDY. An optimized unsupervised manifold learning algorithm for manycore architectures. INFORMATION SCIENCES, v. 496, p. 410-430, . Web of Science Citations: 1. (16/06441-7, 13/08645-0)

VALEM, LUCAS PASCOTTI; GUIMARAES PEDRONETTE, DANIEL CARLOS. Graph -based selective rank fusion for unsupervised image retrieval. PATTERN RECOGNITION LETTERS, v. 135, p. 82-89, . Web of Science Citations: 0. (17/25908-6, 13/08645-0, 17/02091-4, 18/15597-6)

GUIMARAES PEDRONETTE, DANIEL CARLOS; CALUMBY, RODRIGO T.; TORRES, RICARDO DA S.. A semi-supervised learning algorithm for relevance feedback and collaborative image retrieval. EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING, . Web of Science Citations: 4. (13/08645-0, 13/50169-1)

GUIMARAES PEDRONETTE, DANIEL CARLOS; ALMEIDA, JURANDY; TORRES, RICARDO DA S.. A graph-based ranked-list model for unsupervised distance learning on shape retrieval. PATTERN RECOGNITION LETTERS, v. 83, n. 3, p. 357-367, . Web of Science Citations: 5. (13/08645-0, 13/50169-1)

GUIMARAES PEDRONETTE, DANIEL CARLOS; TORRES, RICARDO DA S.. Unsupervised rank diffusion for content-based image retrieval. Neurocomputing, v. 260, p. 478-489, . Web of Science Citations: 0. (13/50155-0, 13/08645-0, 13/50169-1)

ALMEIDA, JURANDY; PEDRONETTE, DANIEL C. G.; ALBERTON, BRUNA C.; MORELLATO, LEONOR PATRICIA C.; TORRES, RICARDO DA S.. Unsupervised Distance Learning for Plant Species Identification. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, v. 9, n. 12, 1, SI, p. 5325-5338, . Web of Science Citations: 4. (14/00215-0, 10/51307-0, 13/50169-1, 16/06441-7, 13/08645-0, 13/50155-0, 10/52113-5, 09/18438-7)

GUIMARAES PEDRONETTE, DANIEL CARLOS; FERNANDES GONCALVES, FILIPE MARCEL; GUILHERME, IVAN RIZZO. Unsupervised manifold learning through reciprocal kNN graph and Connected Components for image retrieval tasks. PATTERN RECOGNITION, v. 75, n. SI, p. 161-174, . Web of Science Citations: 12. (13/08645-0)

GUIMARAES PEDRONETTE, DANIEL CARLOS; ALMEIDA, JURANDY; TORRES, RICARDO DA S.. A graph-based ranked-list model for unsupervised distance learning on shape retrieval. PATTERN RECOGNITION LETTERS, v. 83, n. 3, p. 357-367, . Web of Science Citations: 5. (13/08645-0, 13/50169-1)

GUIMARAES PEDRONETTE, DANIEL CARLOS; CALUMBY, RODRIGO T.; TORRES, RICARDO DA S.. A semi-supervised learning algorithm for relevance feedback and collaborative image retrieval. EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING, . Web of Science Citations: 4. (13/08645-0, 13/50169-1)

GUIMARAES PEDRONETTE, DANIEL CARLOS; ALMEIDA, JURANDY; TORRES, RICARDO DA S.. A scalable re-ranking method for content-based image retrieval. INFORMATION SCIENCES, v. 265, p. 91-104, . Web of Science Citations: 34. (11/11171-5, 09/18438-7, 13/08645-0, 09/05951-8, 07/52015-0)

GUIMARAES PEDRONETTE, DANIEL CARLOS; FERNANDES GONCALVES, FILIPE MARCEL; GUILHERME, IVAN RIZZO. Unsupervised manifold learning through reciprocal kNN graph and Connected Components for image retrieval tasks. PATTERN RECOGNITION, v. 75, n. SI, p. 161-174, . Web of Science Citations: 12. (13/08645-0)

ALMEIDA, JURANDY; PEDRONETTE, DANIEL C. G.; ALBERTON, BRUNA C.; MORELLATO, LEONOR PATRICIA C.; TORRES, RICARDO DA S.. Unsupervised Distance Learning for Plant Species Identification. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, v. 9, n. 12, 1, SI, p. 5325-5338, . Web of Science Citations: 4. (14/00215-0, 10/51307-0, 13/50169-1, 16/06441-7, 13/08645-0, 13/50155-0, 10/52113-5, 09/18438-7)

GUIMARAES PEDRONETTE, DANIEL CARLOS; TORRES, RICARDO DA S.. A correlation graph approach for unsupervised manifold learning in image retrieval tasks. Neurocomputing, v. 208, n. SI, p. 66-79, . Web of Science Citations: 9. (13/08645-0, 13/50169-1)

FERNANDES GONCALVES, FILIPE MARCEL; GUILHERME, IVAN RIZZO; GUIMARAES PEDRONETTE, DANIEL CARLOS. Semantic Guided Interactive Image Retrieval for plant identification. EXPERT SYSTEMS WITH APPLICATIONS, v. 91, p. 12-26, . Web of Science Citations: 6. (13/08645-0)

GUIMARAES PEDRONETTE, DANIEL CARLOS; TORRES, RICARDO DA S.. Unsupervised rank diffusion for content-based image retrieval. Neurocomputing, v. 260, p. 478-489, . Web of Science Citations: 0. (13/50155-0, 13/08645-0, 13/50169-1)

VALEM, LUCAS PASCOTTI; GUIMARAES PEDRONETTE, DANIEL CARLOS. Unsupervised selective rank fusion for image retrieval tasks. Neurocomputing, v. 377, p. 182-199, . Web of Science Citations: 0. (17/25908-6, 17/02091-4, 18/15597-6)

VALEM, LUCAS PASCOTTI; DE OLIVEIRA, CARLOS RENAN; GUIMARAES PEDRONETTE, DANIEL CARLOS; ALMEIDA, JURANDY. Unsupervised Similarity Learning through Rank Correlation and kNN Sets. ACM Transactions on Multimedia Computing Communications and Applications, v. 14, n. 4, . Web of Science Citations: 1. (16/06441-7, 17/25908-6, 13/08645-0, 17/02091-4)

BALDASSIN, ALEXANDRO; WENG, YING; GUIMARAES PEDRONETTE, DANIEL CARLOS; ALMEIDA, JURANDY. An optimized unsupervised manifold learning algorithm for manycore architectures. INFORMATION SCIENCES, v. 496, p. 410-430, . Web of Science Citations: 1. (16/06441-7, 13/08645-0)

VALEM, LUCAS PASCOTTI; GUIMARAES PEDRONETTE, DANIEL CARLOS. Graph -based selective rank fusion for unsupervised image retrieval. PATTERN RECOGNITION LETTERS, v. 135, p. 82-89, . Web of Science Citations: 0. (17/25908-6, 13/08645-0, 17/02091-4, 18/15597-6)

Academic Publications

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

VALEM, Lucas Pascotti. Combinação seletiva não supervisionada de listas ranqueadas aplicada à busca de imagens pelo conteúdo.  106 f. Dissertação (Mestrado) -  Universidade Estadual Paulista "Júlio de Mesquita Filho" Instituto de Biociências, Letras e Ciências Exatas.  (17/02091-4

CAMPOS, Victor de Abreu. Arcabouço para reconhecimento de locutor baseado em aprendizado não supervisionado.  85 f. Dissertação (Mestrado) -  Universidade Estadual Paulista "Júlio de Mesquita Filho" Instituto de Biociências, Letras e Ciências Exatas.  (15/07934-4

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