Fabricio Breve

About Fabricio Breve

Fabricio Breve, With an exceptional h-index of 13 and a recent h-index of 8 (since 2020), a distinguished researcher at Universidade Estadual Paulista, specializes in the field of Machine Learning, Computational Intelligence, Nature-Inspired Computing, Complex Networks.

His recent articles reflect a diverse array of research interests and contributions to the field:

From Pixels to Titles: Video Game Identification by Screenshots using Convolutional Neural Networks

Model-Agnostic Interpretation via Feature Perturbation Visualization

Artificial Bee Colony Algorithm for Feature Selection in Fraud Detection Process

Convolutional Neural Networks and Ensembles for Visually Impaired Aid

Semi-supervised Time Series Classification Through Image Representations

COVID-19 detection on Chest X-ray images: A comparison of CNN architectures and ensembles

CLASSIFICAÇÃO DE MORANGOS MADUROS A PARTIR DE IMAGENS DIGITALIZADAS

On tuning a mean-field model for semi-supervised classification

Fabricio Breve Information

University

Position

Associate Professor - Universidade Estadual Paulista "Júlio de Mesquita Filho"

Citations(all)

627

Citations(since 2020)

245

Cited By

494

hIndex(all)

13

hIndex(since 2020)

8

i10Index(all)

17

i10Index(since 2020)

6

Email

University Profile Page

Google Scholar

Fabricio Breve Skills & Research Interests

Machine Learning

Computational Intelligence

Nature-Inspired Computing

Complex Networks

Top articles of Fabricio Breve

From Pixels to Titles: Video Game Identification by Screenshots using Convolutional Neural Networks

arXiv preprint arXiv:2311.15963

2023/11/27

Fabricio Breve
Fabricio Breve

H-Index: 7

Model-Agnostic Interpretation via Feature Perturbation Visualization

2023/11/6

Artificial Bee Colony Algorithm for Feature Selection in Fraud Detection Process

2023/6/30

Convolutional Neural Networks and Ensembles for Visually Impaired Aid

2023/6/30

Fabricio Breve
Fabricio Breve

H-Index: 7

Semi-supervised Time Series Classification Through Image Representations

2023/6/30

COVID-19 detection on Chest X-ray images: A comparison of CNN architectures and ensembles

Expert systems with applications

2022/10/15

CLASSIFICAÇÃO DE MORANGOS MADUROS A PARTIR DE IMAGENS DIGITALIZADAS

2022/10/5

On tuning a mean-field model for semi-supervised classification

Journal of Statistical Mechanics: Theory and Experiment

2022/5/31

Fabricio Breve
Fabricio Breve

H-Index: 7

Model-agnostic interpretation by visualization of feature perturbations

arXiv preprint arXiv:2101.10502

2021/1/26

Fine-Tuning Temperatures in Restricted Boltzmann Machines Using Meta-Heuristic Optimization

2020/7/19

Visually impaired aid using convolutional neural networks, transfer learning, and particle competition and cooperation

2020/7/19

Fabricio Breve
Fabricio Breve

H-Index: 7

Complex network construction for interactive image segmentation using particle competition and cooperation: A new approach

2020/7/1

Fabricio Breve
Fabricio Breve

H-Index: 7

Simple Interactive Image Segmentation using Label Propagation through kNN graphs

arXiv preprint arXiv:2002.05708

2020/2/13

Segmenta\c {c}\~ ao de imagens utilizando competi\c {c}\~ ao e coopera\c {c}\~ ao entre part\'iculas

arXiv preprint arXiv:2002.05521

2020/2/8

Synchronization Analysis in Models of Coupled Oscillators

2020

Fabricio Breve
Fabricio Breve

H-Index: 7

Computação Inspirada pela Natureza

2020

Fabricio Breve
Fabricio Breve

H-Index: 7

See List of Professors in Fabricio Breve University(Universidade Estadual Paulista)

Co-Authors

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