Advanced search
Start date
Betweenand

Daniel Carlos Guimarães Pedronette

CV Lattes GoogleMyCitations ResearcherID ORCID


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)

News published in Agência FAPESP Newsletter about the researcher
Articles published in other media outlets (0 total):
More itemsLess items
VEICULO: TITULO (DATA)
VEICULO: TITULO (DATA)
Research grants
Scholarships in Brazil
FAPESP support in numbers * Updated January 15, 2022
Total / Available in English
Most frequent collaborators in research granted by FAPESP
Contact researcher

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 (26)

(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)

Publications26
Citations93
Cit./Article3.6
Data from Web of Science

PAPA, JOAO P.; ROSA, GUSTAVO H.; DE SOUZA, ANDRE N.; AFONSO, LUIS C. S.. Feature selection through binary brain storm optimization. COMPUTERS & ELECTRICAL ENGINEERING, v. 72, p. 468-481, . Web of Science Citations: 3. (17/22905-6, 16/19403-6, 17/02286-0, 13/07375-0, 13/08645-0, 14/12236-1)

CAMPOS, VICTOR DE ABREU; GUIMARAES PEDRONETTE, DANIEL CARLOS. A framework for speaker retrieval and identification through unsupervised learning. COMPUTER SPEECH AND LANGUAGE, v. 58, p. 153-174, . Web of Science Citations: 0. (17/25908-6, 15/07934-4, 18/15597-6)

GUIMARAES PEDRONETTE, DANIEL CARLOS; WENG, YING; BALDASSIN, ALEXANDRO; HOU, CHAOHUAN. Semi-supervised and active learning through Manifold Reciprocal kNN Graph for image retrieval. Neurocomputing, v. 340, p. 19-31, . Web of Science Citations: 0. (17/25908-6, 13/08645-0)

VALEM, LUCAS PASCOTTI; GUIMARAES PEDRONETTE, DANIEL CARLOS; ALMEIDA, JURANDY. Unsupervised similarity learning through Cartesian product of ranking references. PATTERN RECOGNITION LETTERS, v. 114, n. SI, p. 41-52, . Web of Science Citations: 2. (14/04220-8, 17/02091-4, 16/06441-7, 13/08645-0)

SCARPARO, DANIELE CRISTINA; PINHEIRO SALVADEO, DENIS HENRIQUE; GUIMARAES PEDRONETTE, DANIEL CARLOS; BARUFALDI, BRUNO; ARNOLD MAIDMENT, ANDREW DOUGLAS. Evaluation of denoising digital breast tomosynthesis data in both projection and image domains and a study of noise model on digital breast tomosynthesis image domain. JOURNAL OF MEDICAL IMAGING, v. 6, n. 3, . Web of Science Citations: 0. (16/09714-4, 17/17811-2, 17/25908-6)

GUIMARAES PEDRONETTE, DANIEL CARLOS; VALEM, LUCAS PASCOTTI; ALMEIDA, JURANDY; TONES, RICARDO DA S.. Multimedia Retrieval Through Unsupervised Hypergraph-Based Manifold Ranking. IEEE Transactions on Image Processing, v. 28, n. 12, p. 5824-5838, . Web of Science Citations: 0. (14/50715-9, 16/50250-1, 17/25908-6, 17/20945-0, 14/12236-1, 16/06441-7, 18/15597-6, 13/50155-0, 17/02091-4, 15/24494-8)

PISANI, FLAVIA; PEDRONETTE, DANIEL C. G.; TORRES, RICARDO DA S.; BORIN, EDSON. Contextual Spaces Re-Ranking: accelerating the Re-sort Ranked Lists step on heterogeneous systems. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, v. 29, n. 22, SI, . (13/08645-0)

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)

GUIMARAES PEDRONETTE, DANIEL CARLOS; TORRES, RICARDO DA S.. Combining re-ranking and rank aggregation methods for image retrieval. MULTIMEDIA TOOLS AND APPLICATIONS, v. 75, n. 15, p. 9121-9144, . (13/08645-0)

PISANI, FLAVIA; PASCOTTI VALEM, LUCAS; GUIMARAES PEDRONETTE, DANIEL CARLOS; DA S. TORRES, RICARDO; BORIN, EDSON; BRETERNITZ, MAURICIO. A unified model for accelerating unsupervised iterative re-ranking algorithms. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, v. 32, n. 14, . Web of Science Citations: 0. (14/50715-9, 13/50169-1, 14/12236-1, 13/08645-0, 13/50155-0, 15/24494-8)

GUIMARAES PEDRONETTE, DANIEL CARLOS; VALEM, LUCAS PASCOTTI; TORRES, RICARDO DA S.. A BFS-Tree of ranking references for unsupervised manifold learning. PATTERN RECOGNITION, v. 111, . Web of Science Citations: 0. (16/50250-1, 15/24494-8, 13/50155-0, 18/15597-6, 13/50169-1, 17/20945-0, 14/12236-1, 17/25908-6, 14/50715-9)

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)

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)

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.. 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)

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; 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, 13/08645-0, 17/25908-6, 17/02091-4)

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.. Combining re-ranking and rank aggregation methods for image retrieval. MULTIMEDIA TOOLS AND APPLICATIONS, v. 75, n. 15, p. 9121-9144, . (13/08645-0)

PISANI, FLAVIA; PASCOTTI VALEM, LUCAS; GUIMARAES PEDRONETTE, DANIEL CARLOS; DA S. TORRES, RICARDO; BORIN, EDSON; BRETERNITZ, MAURICIO. A unified model for accelerating unsupervised iterative re-ranking algorithms. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, v. 32, n. 14, . Web of Science Citations: 0. (14/50715-9, 13/50169-1, 14/12236-1, 13/08645-0, 13/50155-0, 15/24494-8)

GUIMARAES PEDRONETTE, DANIEL CARLOS; VALEM, LUCAS PASCOTTI; TORRES, RICARDO DA S.. A BFS-Tree of ranking references for unsupervised manifold learning. PATTERN RECOGNITION, v. 111, . Web of Science Citations: 0. (16/50250-1, 15/24494-8, 13/50155-0, 18/15597-6, 13/50169-1, 17/20945-0, 14/12236-1, 17/25908-6, 14/50715-9)

Academic Publications

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

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

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

Please report errors in researcher information by writing to: cdi@fapesp.br.
X

Report errors in this page


Error details: