Daniel C. G. Pedronette

12 papers B 1Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
A ranked-based framework based on manifold learning for multivariate time series retrieval and classification.
Pattern Recognit. Lett.
Bionda Rozin, Daniel C. G. Pedronette
2025 — conf
Analysis of Automated Document Relevance Annotation for Information Retrieval in Oil and Gas Industry.
EMNLP (Industry Track)
João Vitor Mariano Correia, Murilo Missano Bell, João Vitor Robiatti Amorim, Jonas F. P. Queiroz, Daniel C. G. Pedronette, Ivan Rizzo Guilherme, Felipe L. Oliveira
2025 J jnl
Factuality and Transparency Are All RAG Needs! Self-Explaining Contrastive Evidence Re-ranking.
CoRR
Francielle Vargas, Daniel C. G. Pedronette
2024 J jnl
Robust deep learning for eye fundus images: Bridging real and synthetic data for enhancing generalization.
Biomed. Signal Process. Control.
Guilherme C. Oliveira, Gustavo H. Rosa, Daniel C. G. Pedronette, João P. Papa, Himeesh Kumar, Leandro A. Passos, Dinesh Kant Kumar
2024 J jnl
Unsupervised affinity learning based on manifold analysis for image retrieval: A survey.
Comput. Sci. Rev.
Vanessa Helena Pereira-Ferrero, Ted G. Lewis, Lucas Pascotti Valem, L. G. P. Ferrero, Daniel C. G. Pedronette, Longin Jan Latecki
2022 B conf
Mixup-Based Deep Metric Learning Approaches for Incomplete Supervision.
ICIP
Luiz H. Buris, Daniel C. G. Pedronette, João P. Papa, Jurandy Almeida, Gustavo Carneiro, Fábio Augusto Faria
2022 J jnl
Mixup-based Deep Metric Learning Approaches for Incomplete Supervision.
CoRR
Luiz H. Buris, Daniel C. G. Pedronette, João P. Papa, Jurandy Almeida, Gustavo Carneiro, Fábio Augusto Faria
2022 — conf
PetroBERT: A Domain Adaptation Language Model for Oil and Gas Applications in Portuguese.
PROPOR
Rafael Bezerra de Menezes Rodrigues, Pedro Ivo Monteiro Privatto, Gustavo José de Sousa, Rafael P. Murari, Luis C. S. Afonso, João P. Papa, Daniel C. G. Pedronette, Ivan Rizzo Guilherme, Stephan R. Perrout, Aliel F. Riente
2022 J jnl
Which Generative Adversarial Network Yields High-Quality Synthetic Medical Images: Investigation Using AMD Image Datasets.
CoRR
Guilherme C. Oliveira, Gustavo H. Rosa, Daniel C. G. Pedronette, João P. Papa, Himeesh Kumar, Leandro A. Passos, Dinesh Kant Kumar
2021 — conf
Improving Transferability of Domain Adaptation Networks Through Domain Alignment Layers.
SIBGRAPI
Lucas Fernando Alvarenga e Silva, Daniel C. G. Pedronette, Fábio Augusto Faria, João P. Papa, Jurandy Almeida
2016 J jnl
Unsupervised Distance Learning for Plant Species Identification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jurandy Almeida, Daniel C. G. Pedronette, Bruna C. Alberton, Leonor Patricia C. Morellato, Ricardo da Silva Torres
2014 J jnl
Rank Aggregation for Pattern Classifier Selection in Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Fábio Augusto Faria, Daniel C. G. Pedronette, Jefersson A. dos Santos, Anderson Rocha, Ricardo da Silva Torres