Apr 24
I’m happy to share that our paper has been published in Neural Computing & Applications:Clustering Astronomical Orbital Synthetic Data Using Advanced Feature Extraction and Dimensionality Reduction Techniques. Read it here: https://doi.org/10.1007/s00521-026-12057-4 Thanks to my co-authors for the great collaboration: Eraldo Pereira Marinho, Nelson Callegari Junior, and Caetano Mazzoni Ranieri.
Permanent link to this article: https://www.fabriciobreve.com/2026/04/24/paper-published-neural-computing-applications/
Jun 30
The paper “Classification of Strawberry Maturity Level from Images Using Supervised Classifiers and Convolutional Neural Networks as Feature Extractors ” was published at The 25th International Conference on Computational Science and Its Applications (ICCSA2025), held in Istanbul, Turkey. You can find the full reference and preprint download in the publications section. The published version (as a …
Permanent link to this article: https://www.fabriciobreve.com/2025/06/30/paper-published-iccsa2025/
May 31
The paper “Graph Convolutional Networks and Particle Competition and Cooperation for Semi-Supervised Learning ” was published at the International Conference on Computer Vision Theory and Applications (VISAPP 2025), held in Porto, Portugal. Check the publications section for the complete reference and preprint download. I would like to express my gratitude and congratulations to all the authors: Gustavo, …
Permanent link to this article: https://www.fabriciobreve.com/2025/05/31/paper-published-visapp2025/
Jan 08
IEEE Transaction on Games accepted my paper From Pixels to Titles: Video Game Identification by Screenshots using Convolutional Neural Networks. The paper evaluates the ability to identify video games using screenshots with different CNN and transformer architectures. EfficientNetV2S showed the highest average accuracy at 77.44%, outperforming other models in video game identification. The preprint is available …
Permanent link to this article: https://www.fabriciobreve.com/2025/01/08/paper-accepted-ieee-transactions-on-games/
Jul 04
I had three papers published at the 23rd International Conference on Computational Science and Its Applications (ICCSA 2023): Convolutional Neural Networks and Ensembles for Visually Impaired Aid; Artificial Bee Colony Algorithm for Feature Selection in Fraud Detection Process; Semi-supervised Time Series Classification Through Image Representations. Check the publications section for the complete references, DOI links …
Permanent link to this article: https://www.fabriciobreve.com/2023/07/04/3-papers-published-at-iccsa-2023/
May 09
I had a paper accepted at Expert Systems With Applications: BREVE, Fabricio Aparecido. COVID-19 Detection on Chest X-Ray Images: A comparison of CNN architectures and ensembles. Expert Systems with Applications, 2022. (Accepted for Publication) The preprint is available here. The reproducible source code is available on GitHub and CodeOcean.
Permanent link to this article: https://www.fabriciobreve.com/2022/05/09/paper-accepted-expert-systems-with-applications-2/
May 06
We had a paper accepted at the Journal of Statistical Mechanics: Theory and Experiment: BERGAMIM JÚNIOR, Emílio; BREVE, Fabricio Aparecido. On tuning a mean-field model for semi-supervised classification. Journal of Statistical Mechanics: Theory and Experiment, 2022. (Accepted for Publication) The preprint is available here. Congratulations to Emílio!
Permanent link to this article: https://www.fabriciobreve.com/2022/05/06/paper-accepted-at-the-journal-of-statistical-mechanics-theory-and-experiment/
Apr 26
Está disponível a primeira aula do curso de Sistemas Operacionais II, com uma Introdução ao sistema operacional Linux: Histórico do UNIX e do Linux Desenvolvimento do Linux e Comunidade Distribuições do Linux Buscando informações sobre o Linux Programas Utilitários Interpretador de Comandos (Shell) Editores de Texto Compiladores (GCC) Programa da Disciplina Método de Avaliação Confira …
Permanent link to this article: https://www.fabriciobreve.com/2021/04/26/linux-introducao-sistemas-operacionais-ii/
Mar 03
No segundo semestre de 2020, por conta da pandemia e impossibilidade de aulas presenciais, as aulas expositivas da disciplina Redes de Computadores do curso Bacharelado em Ciência da Computação foram gravadas e disponibilizadas online. Estou disponibilizando esses vídeos para todos que desejarem aprender com este material. Espero que seja útil. São mais de 32 horas, divididas …
Permanent link to this article: https://www.fabriciobreve.com/2021/03/03/redes-de-computadores-aulas-online-gratuitas/
Jun 24
We had two papers accepted at The 20th International Conference on Computational Science and its Applications (ICCSA 2020): RIBEIRO PASSERINI, Jefferson Antonio; BREVE, Fabricio Aparecido. Complex Network Construction for Interactive Image Segmentation using Particle Competition and Cooperation: A New Approach In: The 20th International Conference on Computational Science and its Applications (ICCSA2020), 2020, Cagliari, Itália. Lecture Notes …
Permanent link to this article: https://www.fabriciobreve.com/2020/06/24/two-papers-accepted-iccsa-2020/
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