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Daniel Carlos Guimarães Pedronette

Observed names: D C G Pedronette, D. C. G. Pedronette, D. C. Pedronette, D.C.G. Pedronette, DANIEL CARLOS GUIMARÃES PEDRONETTE, Daniel C. G. Pedronette, Daniel C.G. Pedronette, Daniel Carlos Guimaraes Pedronette, Daniel Carlos Pedronette, Daniel Pedronette, Pedronette, Daniel, Pedronette, Daniel C. G., Pedronette, Daniel Carlos Guimaraes, Pedronette, Daniel Carlos Guimarães, Pedronette, Daniel Carlos Guimarães, 1983-, Pedronette, Daniel Carlos Guimarães
ORCID: 0000-0002-2867-4838
Observed ORCID: 0000-0002-2867-4838
OpenAlex ID: A5078511671
Image re-ranking and rank aggregation based on similarity of ranked lists
2013 · Daniel Carlos Guimarães Pedronette, Ricardo da S. Torres · Pattern Recognition · 100
A scalable re-ranking method for content-based image retrieval
2014 · Daniel Carlos Guimarães Pedronette, Jurandy Almeida, et al. · Information Sciences · 66
Unsupervised manifold learning through reciprocal kNN graph and Connected Components for image retrieval tasks
2017 · Daniel Carlos Guimarães Pedronette, Filipe Marcel Fernandes Gonçalves, et al. · Pattern Recognition · 59
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Multimedia Retrieval Through Unsupervised Hypergraph-Based Manifold Ranking
2019 · Daniel Carlos Guimaraes Pedronette, Lucas Pascotti Valem, et al. · IEEE Transactions on Image Processing · 55
Unsupervised manifold learning using Reciprocal kNN Graphs in image re-ranking and rank aggregation tasks
2013 · Daniel Carlos Guimarães Pedronette, Otávio A.B. Penatti, et al. · Image and Vision Computing · 54
Exploiting pairwise recommendation and clustering strategies for image re-ranking
2012 · Daniel Carlos Guimarães Pedronette, Ricardo da S. Torres · Information Sciences · 46
Shape Retrieval Using Contour Features and Distance Optimization
2010 · Daniel Carlos Guimarães Pedronette, Ricardo da S. Torres · International Conference on Computer Vision Theory and Applications · 43
A correlation graph approach for unsupervised manifold learning in image retrieval tasks
2016 · Daniel Carlos Guimarães Pedronette, Ricardo da S. Torres · Neurocomputing · 40
Semi-supervised and active learning through Manifold Reciprocal kNN Graph for image retrieval
2019 · Daniel Carlos Guimarães Pedronette, Ying Weng, et al. · Neurocomputing · 34
Graph Convolutional Networks based on manifold learning for semi-supervised image classification
2022 · Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette, et al. · Computer Vision and Image Understanding · 28
Exploiting contextual spaces for image re-ranking and rank aggregation
2011 · Daniel Carlos Guimarães Pedronette, Ricardo da S. Torres · International Conference on Multimedia Retrieval · 28
A BFS-Tree of ranking references for unsupervised manifold learning
2020 · Daniel Carlos Guimarães Pedronette, Lucas Pascotti Valem, et al. · Pattern Recognition · 26
Rank-based self-training for graph convolutional networks
2020 · Daniel Carlos Guimarães Pedronette, Longin Jan Latecki · Information Processing & Management · 25
Exploiting contextual information for image re-ranking and rank aggregation
2012 · Daniel Carlos Guimarães Pedronette, Ricardo da S. Torres · International Journal of Multimedia Information Retrieval · 25
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Robust deep learning for eye fundus images: Bridging real and synthetic data for enhancing generalization
2024 · Guilherme C. Oliveira, Gustavo H. Rosa, et al. · Biomedical Signal Processing and Control · 24
Unsupervised graph-based rank aggregation for improved retrieval
2019 · Icaro Cavalcante Dourado, Daniel Carlos Guimarães Pedronette, et al. · Information Processing & Management · 23
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Image Re-ranking and Rank Aggregation Based on Similarity of Ranked Lists
2011 · Daniel Carlos Guimarães Pedronette, Ricardo da S. Torres · Lecture notes in computer science · 22
PetroBERT: A Domain Adaptation Language Model for Oil and Gas Applications in Portuguese
2022 · Rafael B. M. Rodrigues, Pedro I. M. Privatto, et al. · Lecture notes in computer science · 21
Unsupervised selective rank fusion for image retrieval tasks
2019 · Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette · Neurocomputing · 21
Semantic Guided Interactive Image Retrieval for plant identification
2017 · Filipe Marcel Fernandes Gonçalves, Ivan Rizzo Guilherme, et al. · Expert Systems with Applications · 21
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Unsupervised Distance Learning By Reciprocal kNN Distance for Image Retrieval
2014 · Daniel C. G. Pedronette, Otávio A. B. Penatti, et al. · International Conference on Multimedia Retrieval · 21
Unsupervised similarity learning through Cartesian product of ranking references
2017 · Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette, et al. · Pattern Recognition Letters · 20
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Unsupervised Distance Learning for Plant Species Identification
2016 · Jurandy Almeida, Daniel C. G. Pedronette, et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 20
Unsupervised Distance Learning by Rank Correlation Measures for Image Retrieval
2015 · César Yugo Okada, Daniel Carlos Guimarães Pedronette, et al. · International Conference on Multimedia Retrieval · 19
Exploiting clustering approaches for image re-ranking
2011 · Daniel Carlos Guimarães Pedronette, Ricardo da S. Torres · Journal of Visual Languages & Computing · 19
Works count: 160
Citation count: 1,474
H-index: 21
I10-index: 47
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