Gabriel Bianchin de Oliveira

20 papers C 1Misc 1Journal 4Unranked 14
YearRankTypeTitle / Venue / Authors
2026 C conf
A Comparative Study of Autoencoder Models on Latent Space Organization: An Evaluation with SVHN.
ICPRAM
Wilson Bagni Junior, Gabriel Bianchin de Oliveira, Hélio Pedrini, Zanoni Dias
2026 J jnl
Fair age prediction through ILP-based multi-attribute training subset selection.
Appl. Soft Comput.
Ana Paula dos Santos Dantas, Gabriel Bianchin de Oliveira, Hélio Pedrini, Cid C. de Souza, Zanoni Dias
2026 — conf
From Graphs to Images: Non-Parametric PPI Context Integration for Vision-Based Protein Function Prediction.
VISAPP (1)
Yeonatan Mauhnoom, Gabriel Bianchin de Oliveira, Hélio Pedrini, Zanoni Dias
2025 J jnl
SUPERMAGOv2: Protein Function Prediction via Transformer Embeddings and Bitscore-Weighted Features.
IEEE Access
Gabriel Bianchin de Oliveira, Hélio Pedrini, Zanoni Dias
2025 J jnl
Scaling Up ESM2 Architectures for Long Protein Sequences Analysis: Long and Quantized Approaches.
CoRR
Gabriel Bianchin de Oliveira, Hélio Pedrini, Zanoni Dias
2024 — conf
Integrating Transformers and AutoML for Protein Function Prediction.
EMBC
Gabriel Bianchin de Oliveira, Hélio Pedrini, Zanoni Dias
2024 — conf
Scaling Up ESM2 Architectures for Long Protein Sequences Analysis: Long and Quantized Approaches.
BSB
Gabriel Bianchin de Oliveira, Hélio Pedrini, Zanoni Dias
2023 — conf
Algorithmic Fairness Applied to the Multi-Label Classification Problem.
VISIGRAPP (5: VISAPP)
Ana Paula dos Santos Dantas, Gabriel Bianchin de Oliveira, Daiane Mendes de Oliveira, Hélio Pedrini, Cid C. de Souza, Zanoni Dias
2023 J jnl
TEMPROT: protein function annotation using transformers embeddings and homology search.
BMC Bioinform.
Gabriel Bianchin de Oliveira, Hélio Pedrini, Zanoni Dias
2023 — conf
The Multi-attribute Fairer Cover Problem.
BRACIS (1)
Ana Paula dos Santos Dantas, Gabriel Bianchin de Oliveira, Hélio Pedrini, Cid C. de Souza, Zanoni Dias
2022 — conf
Bias Assessment in Medical Imaging Analysis: A Case Study on Retinal OCT Image Classification.
ICAART (3)
Gabriel Bianchin de Oliveira, Lucas David, Rafael Padilha, Ana Paula da Silva, Francine de Paula, Lucas Infante, Lucio Jorge, Patricia Xavier, Zanoni Dias
2022 — conf
Ensemble of Patches for COVID-19 X-Ray Image Classification.
ICAART (3)
Thiago Dong Chen, Gabriel Bianchin de Oliveira, Zanoni Dias
2022 — conf
Prediction of Protein Molecular Functions Using Transformers.
ICAISC (2)
Felipe Lopes de Mello, Gabriel Bianchin de Oliveira, Hélio Pedrini, Zanoni Dias
2022 — conf
Protein Molecular Function Annotation Based on Transformer Embeddings.
BRACIS (2)
Gabriel Bianchin de Oliveira, Hélio Pedrini, Zanoni Dias
2021 — conf
Deep Learning-Based COVID-19 Diagnostics of Low-Quality CT Images.
BSB
Daniel Ferber, Felipe Vieira, João Dalben, Mariana Ferraz, Nicholas Sato, Gabriel Bianchin de Oliveira, Rafael Padilha, Zanoni Dias
2021 — conf
MMEC: Multi-Modal Ensemble Classifier for Protein Secondary Structure Prediction.
CAIP (1)
Gabriel Bianchin de Oliveira, Hélio Pedrini, Zanoni Dias
2021 Misc conf
Protein secondary structure prediction based on fusion of machine learning classifiers.
SAC
Gabriel Bianchin de Oliveira, Hélio Pedrini, Zanoni Dias
2020 — conf
COVID-19 X-ray Image Diagnostic with Deep Neural Networks.
BSB
Gabriel Bianchin de Oliveira, Rafael Padilha, André Dorte, Luis Cereda, Luiz Miyazaki, Maurício Lopes, Zanoni Dias
2020 — conf
Ensemble of Bidirectional Recurrent Networks and Random Forests for Protein Secondary Structure Prediction.
IWSSIP
Gabriel Bianchin de Oliveira, Hélio Pedrini, Zanoni Dias
2020 — conf
Fusion of BLAST and Ensemble of Classifiers for Protein Secondary Structure Prediction.
SIBGRAPI
Gabriel Bianchin de Oliveira, Hélio Pedrini, Zanoni Dias