Fabrício Alves de Almeida

Federal University of Itajubá

17H指数

56论文数

713被引数

收录论文 22

发表时间

Efficient Approaches for Binary Classification in Extremely Imbalanced Databases: A Systematic Literature Review 极不平衡数据库中二元分类的高效方法：一项系统文献综述

Information and Software Technology

IF4.3

2025-08-05

PREAI

Leandro Duarte Pereira; Fabrício Alves de Almeida; Farid Melgani; Pedro Paulo Balestrassi

Predicting Offshore Oil Slick Formation: A Machine Learning Approach Integrating Meteoceanographic Variables 预测海上油膜形成：一种整合了气象海洋学变量的机器学习方法

WATER

IF3

2025-03-24

OAAI

Streitenberger, Simone C.; Romao, Estevao L.; Almeida, Fabricio A.; de Souza, Antonio C. Zambroni; Orlando Jr, Aloisio E.; Balestrassi, Pedro P.

A multiobjective optimization parameters applied to additive manufacturing: DOE-based approach to 3D printing

STRUCTURES

IF4.3

2023-09-01

OAAI

Pereira, Rhuan Jose Ribeiro; de Almeida, Fabricio Alves; Gomes, Guilherme Ferreira

Enhanced Lichtenberg algorithm: a discussion on improving meta-heuristics

SOFT COMPUTING

IF2.5

2023-07-06

PREAI

Pereira, Joao Luiz Junho; Francisco, Matheus Brendon; de Almeida, Fabricio Alves; Ma, Benedict Jun; Cunha, Sebastiao Simoes; Gomes, Guilherme Ferreira

Combining machine learning techniques with Kappa-Kendall indexes for robust hard-cluster assessment in substation pattern recognition

ELECTRIC POWER SYSTEMS RESEARCH

IF4.2

2022-05-01

PREAI

de Almeida, Fabricio Alves; Romao, Estevao Luiz; Gomes, Guilherme Ferreira; de Freitas Gomes, Jose Henrique; de Paiva, Anderson Paulo; Miranda Filho, Jacques; Balestrassi, Pedro Paulo

Analysis of the properties of the self-compacting concrete mixed with tire rubber waste based on design of experiments

STRUCTURES

IF4.3

2021-10-01

PREAI

Werdine, Demarcus; Oliver, Guilherme Antonio; de Almeida, Fabricio Alves; Noronha, Mirian de Lourdes; Gomes, Guilherme Ferreira

A PCA-Based Consistency and Sensitivity Approach for Assessing Linkage Methods in Voltage Sag Studies

IEEE ACCESS

IF3.6

2021-01-01

OAAI

De Almeida, Fabricio Alves; De Mello, Luiz Gustavo; Romao, Estevao Luiz; Gomes, Guilherme Ferreira; De Freitas Gomes, Jose Henrique; De Paiva, Anderson Paulo; Miranda Filho, Jacques; Balestrassi, Pedro Paulo

An inverse damage location problem applied to AS-350 rotor blades using bat optimization algorithm and multiaxial vibration data

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2020-11-01

PREAI

Gomes, Guilherme Ferreira; Souza Chaves, Joao Artur; de Almeida, Fabricio Alves

Tuning metaheuristic algorithms using mixture design: Application of sunflower optimization for structural damage identification

ADVANCES IN ENGINEERING SOFTWARE

IF5.7

2020-11-01

PREAI

Gomes, Guilherme Ferreira; de Almeida, Fabricio Alves

Enhancement of discriminatory power by ellipsoidal functions for substation clustering in voltage sag studies

ELECTRIC POWER SYSTEMS RESEARCH

IF4.2

2020-08-01

PREAI

de Almeida, Fabricio Alves; Miranda Filho, Jacques; Amorim, Leandro Framil; de Freitas Gomes, Jose Henrique; de Paiva, Anderson Paulo

Multivariate Taguchi loss function optimization based on principal components analysis and normal boundary intersection

ENGINEERING WITH COMPUTERS

IF4.9

2020-07-29

PREAI

de Almeida, Fabricio Alves; Oliveira Santos, Ana Carolina; de Paiva, Anderson Paulo; Gomes, Guilherme Ferreira; de Freitas Gomes, Jose Henrique

Inverse structural damage identification problem in CFRP laminated plates using SFO algorithm based on strain fields

ENGINEERING WITH COMPUTERS

IF4.9

2020-05-14

PREAI

Gomes, Guilherme Ferreira; de Almeida, Fabricio Alves; Ancelotti, Antonio Carlos Jr Jr; da Cunha, Sebastiao Simoes Jr Jr Jr

Multivariate data quality assessment based on rotated factor scores and confidence ellipsoids

DECISION SUPPORT SYSTEMS

IF6.8

2020-02-01

PREAI

de Almeida, Fabricio Alves; Leite, Rodrigo Reis; Gomes, Guilherme Ferreira; de Freitas Gomes, Jose Henrique; de Paiva, Anderson Paulo

Multivariate Stochastic Optimization Approach Applied in a Flux-Cored Arc Welding Process

IEEE ACCESS

IF3.6

2020-01-01

OAAI

Torres, Alexandre F.; Rocha, Franco B.; Almeida, Fabricio A.; Gomes, Jose H. F.; Paiva, Anderson P.; Balestrassi, Pedro Paulo

A Gage Study Through the Weighting of Latent Variables Under Orthogonal Rotation

IEEE ACCESS

IF3.6

2020-01-01

OAAI

De Almeida, Fabricio Alves; Streitenberger, Simone Carneiro; Torres, Alexandre Fonseca; De Paiva, Anderson Paulo; Gomes, Jose Henrique De Freitas

A new multivariate approach based on weighted factor scores and confidence ellipses to precision evaluation of textured fiber bobbins measurement system

PRECISION ENGINEERING-JOURNAL OF THE INTERNATIONAL SOCIETIES FOR PRECISION ENGINEERING AND NANOTECHNOLOGY

IF3.7

2019-11-01

PREAI

de Almeida, Fabricio Alves; Gomes, Guilherme Ferreira; Daroz Gaudencio, Juliana Helena; de Freitas Gomes, Jose Henrique; de Paiva, Anderson Paulo

A multiobjective optimization model for machining quality in the AISI 12L14 steel turning process using fuzzy multivariate mean square error

PRECISION ENGINEERING-JOURNAL OF THE INTERNATIONAL SOCIETIES FOR PRECISION ENGINEERING AND NANOTECHNOLOGY

IF3.7

2019-03-01

PREAI

Daroz Gaudencio, Juliana Helena; de Almeida, Fabricio Alves; Turrioni, Joao Batista; Quinino, Roberto da Costa; Balestrassi, Pedro Paulo; de Paiva, Anderson Paulo

Optimized damage identification in CFRP plates by reduced mode shapes and GA-ANN methods

ENGINEERING STRUCTURES

IF6.4

2019-02-01

PREAI

Gomes, Guilherme Ferreira; de Almeida, Fabricio Alves; Junqueira, Diego Morais; da Cunha, Sebastiao Simoes, Jr.; Ancelotti, Antonio Carlos, Jr.

A multivariate normal boundary intersection PCA-based approach to reduce dimensionality in optimization problems for LBM process

ENGINEERING WITH COMPUTERS

IF4.9

2018-12-12

PREAI

Belinato, Gabriela; de Almeida, Fabricio Alves; de Paiva, Anderson Paulo; de Freitas Gomes, Jose Henrique; Balestrassi, Pedro Paulo; Rodrigues Carvalho Rosa, Pedro Alexandre

A multivariate GR&R approach to variability evaluation of measuring instruments in resistance spot welding process

JOURNAL OF MANUFACTURING PROCESSES

IF6.8

2018-12-01

PREAI

Almeida, F. A.; De Paula, T. I.; Leite, R. R.; Gomes, G. F.; Gomes, J. H. F.; Paiva, A. P.; Balestrassi, P. P.

研究方向