Fabricio Aparecido Breve

16 papers B 2Journal 8Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Clustering Astronomical Orbital Synthetic Data Using Advanced Feature Extraction and Dimensionality Reduction Techniques.
CoRR
Eraldo Pereira Marinho, Nelson Callegari Junior, Fabricio Aparecido Breve, Caetano Mazzoni Ranieri
2025 — conf
Classification of Strawberry Maturity Level from Images Using Supervised Classifiers and Convolutional Neural Networks as Feature Extractors.
ICCSA (3)
Érika Kayoko Hamaguti, Fabricio Aparecido Breve
2025 — conf
Graph Convolutional Networks and Particle Competition and Cooperation for Semi-Supervised Learning.
VISIGRAPP (2): VISAPP
Gustavo Rosseto Leticio, Matheus Henrique Jacob dos Santos, Lucas Pascotti Valem, Vinicius Atsushi Sato Kawai, Fabricio Aparecido Breve, Daniel Carlos Guimarães Pedronette
2023 — conf
Artificial Bee Colony Algorithm for Feature Selection in Fraud Detection Process.
ICCSA (1)
Gabriel C. Furlanetto, Vitoria Zanon Gomes, Fabricio Aparecido Breve
2023 — conf
Semi-supervised Time Series Classification Through Image Representations.
ICCSA (2)
Bionda Rozin, Emílio Bergamim, Daniel Carlos Guimarães Pedronette, Fabricio Aparecido Breve
2022 J jnl
COVID-19 detection on Chest X-ray images: A comparison of CNN architectures and ensembles.
Expert Syst. Appl.
Fabricio Aparecido Breve
2020 J jnl
Complex Network Construction for Interactive Image Segmentation using Particle Competition and Cooperation: A New Approach.
CoRR
Jefferson Antonio Ribeiro Passerini, Fabricio Aparecido Breve
2020 B conf
Fine-Tuning Temperatures in Restricted Boltzmann Machines Using Meta-Heuristic Optimization.
CEC
Mateus Roder, Gustavo Henrique de Rosa, João Paulo Papa, Fabricio Aparecido Breve
2020 J jnl
Particle Competition and Cooperation for Semi-Supervised Learning with Label Noise.
CoRR
Fabricio Aparecido Breve, Liang Zhao, Marcos Gonçalves Quiles
2020 J jnl
Segmentação de imagens utilizando competição e cooperação entre partículas.
CoRR
Bárbara Ribeiro da Silva, Fabricio Aparecido Breve
2020 J jnl
Simple Interactive Image Segmentation using Label Propagation through kNN graphs.
CoRR
Fabricio Aparecido Breve
2019 J jnl
Interactive Image Segmentation using Label Propagation through Complex Networks.
CoRR
Fabricio Aparecido Breve
2018 B conf
Manifold Correlation Graph for Semi-Supervised Learning.
IJCNN
Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette, Fabricio Aparecido Breve, Ivan Rizzo Guilherme
2016 — conf
Combined unsupervised and semi-supervised learning for data classification.
MLSP
Fabricio Aparecido Breve, Daniel Carlos Guimarães Pedronette
2010 — —
Machine learning in complex networks.
Fabricio Aparecido Breve
2008 J jnl
Chaotic synchronization in 2D lattice for scene segmentation.
Neurocomputing
Liang Zhao, Fabricio Aparecido Breve