Fabrício Alves de Almeida

Universidade Federal de Itajubá — Brazil

Engineering · Physical Sciences

17h-index707citations56works0.02yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Structural Health Monitoring Techniques(7), Welding Techniques and Residual Stresses(6), Manufacturing Process and Optimization(6), Multi-Criteria Decision Making(5), Quality and Supply Management(4)

Publications56 total

Efficient approaches for binary classification in extremely imbalanced databases: A systematic literature review
Information and Software Technology·2025Open Access
Predicting Offshore Oil Slick Formation: A Machine Learning Approach Integrating Meteoceanographic Variables
Water·2025Open Access
Prediction of Oil Films on the Ocean: An Analysis of the Impact of Meteoceanographic Variables and Total Oil and Grease During Primary Petroleum Processing
Preprints.org·2025Open Access
Avaliação do fluxo de calor e queda de pressão em trocadores de calor por meio de elipses de confiança
Anais ... Encontro Nacional de Engenharia de Produção/Anais do Encontro Nacional de Engenharia de Produção·2023· 1 citedOpen Access
Enhanced Lichtenberg algorithm: a discussion on improving meta-heuristics
Soft Computing·2023· 5 cited
A multiobjective optimization parameters applied to additive manufacturing: DOE-based approach to 3D printing
Structures·2023· 24 cited
On the use of the Gaussian mixture model and the Mahalanobis distance for fault diagnosis in dynamic components of electric motors
Journal of the Brazilian Society of Mechanical Sciences and Engineering·2023· 8 cited
Murine model of Mycobacterium kansasii infection reproducing necrotic lung pathology reveals considerable heterogeneity in virulence of clinical isolates
2023· 1 citedOpen Access
Peer Review #1 of "Text mining for identification of biological entities related to antibiotic resistant organisms (v0.1)"
2022Open Access
Combining machine learning techniques with Kappa–Kendall indexes for robust hard-cluster assessment in substation pattern recognition
Electric Power Systems Research·2022· 19 cited
Gaussian Mixture Models and Their Applications to Fault Diagnosis in Electric Motors
Biblioteca Central da Universidade de Brasilia eBooks·2022Open Access
Principal Component Analysis: An Overview and Applications in Multivariate Engineering Problems
Biblioteca Central da Universidade de Brasilia eBooks·2022· 2 citedOpen Access
Analysis of the properties of the self-compacting concrete mixed with tire rubber waste based on design of experiments
Structures·2021· 25 cited
Optimum design of composite structures with ply drop-offs using response surface methodology
Engineering Computations·2021· 9 cited
A PCA-Based Consistency and Sensitivity Approach for Assessing Linkage Methods in Voltage Sag Studies
IEEE Access·2021· 4 citedOpen Access
Modelagem e otimização linear baseada no método Simplex para gerenciar estoque em uma empresa de comércio eletrônico
Anais ... Encontro Nacional de Engenharia de Produção/Anais do Encontro Nacional de Engenharia de Produção·2020
Mensuração da concentração industrial baseado em análise hierárquica de cluster das empresas que compõem o índice IbrX-50 entre 2014 e 2018
Anais ... Encontro Nacional de Engenharia de Produção/Anais do Encontro Nacional de Engenharia de Produção·2020
Metodologia de apoio à tomada de decisão sobre melhoria de processos industriais baseada em análise multivariada de dados e técnicas de otimização
Anais ... Encontro Nacional de Engenharia de Produção/Anais do Encontro Nacional de Engenharia de Produção·2020
Estudo Comparativo entre Modelos Auto-regressivos Integrados de Médias Móveis e Redes Neurais Artificiais na Modelagem e Previsão de Séries Econométricas
Anais ... Encontro Nacional de Engenharia de Produção/Anais do Encontro Nacional de Engenharia de Produção·2020
Multivariate steepest ascent method based on latent variables
Applied Mathematical Modelling·2020· 3 cited
page 1 of 3Next →

Frequent Co-authors

Guilherme Ferreira Gomes(24), Anderson Paulo de Paiva(18), José Henrique de Freitas Gomes(16), Pedro Paulo Balestrassi(11), Rachel Campos Sabioni(8), Sebastião Simões da Cunha(6), VINICIUS RENO DE PAULA(6), João Batista Turrioni(5), Antônio Carlos Ancelotti(4), JULIANA HELENA DAROZ GAUDENCIO(4), Estevão Luiz Romão(4), Gabriela Belinato(4), Ronny Francis Ribeiro(3), Ana Carolina Oliveira Santos(3), Jacques Miranda Filho(3), João Éderson Corrêa(3), Alexandre Fonseca Torres(3), Simone Carneiro Streitenberger(3), Sebastião Carlos da Costa(3), Matheus Brendon Francisco(3)