Publicações da Equipe
| Ano | Linha de Pesquisa | Revista / Evento | Título | DOI / Link | Autores(as) |
|---|---|---|---|---|---|
| 2025 | Construção Civil | Engineering Applications of Artificial Intelligence | Exploratory literature review and scientometric analysis of artificial intelligence applied to geopolymeric materials | https://doi.org/10.1016/j.engappai.2025.110210 | CARVALHO, Aldo Ribeiro; PITTA, Romário Parreita; OLIVEIRA, Thais Mayra de; SILVA, Guilherme Jorge Brigolini; MENDES, Júlia Castro |
| 2025 | Construção Civil | Computational Economics | A Systematic Review of the use of Machine Learning in the Prediction of House Pricing | http://dx.doi.org/10.1007/s10614-025-10983-4 | PITA, R. P. ; CARVALHO, A. R. ; BARBOSA, R. M. ; CURY, A. A. ; CASTRO MENDES, JÚLIA |
| 2025 | Estatística | STATISTICAL PAPERS | Modified maximum likelihood estimator for censored linear regression model with two-piece generalized t distribution | https://doi.org/10.1007/s00362-024-01634-1 | LIAN, C. ; ZELLER, CAMILA BORELLI ; YANG, K. ; CHENG, W. |
| 2025 | Monitoramento Dinâmico de Estruturas | MECHANICAL SYSTEMS AND SIGNAL PROCESSING | New perspectives on structural health monitoring using unsupervised quantum machine learning | https://doi.org/10.1016/j.ymssp.2025.112489 | ALVES, VICTOR; GOMES, RAPHAEL ; CURY, ALEXANDRE |
| 2025 | Monitoramento Dinâmico de Estruturas | Applied Sciences | Out-of-Roundness Wheel Damage Identification in Railway Vehicles Using AutoEncoder Models | https://doi.org/10.3390/app15052662 | Renato Melo, Rafaelle Finotti, António Guedes, Vítor Gonçalves, Andreia Meixedo, Diogo Ribeiro, Flávio Barbosa, Alexandre Cury |
| 2025 | Monitoramento Dinâmico de Estruturas | PRINCIPIA (JUIZ DE FORA) | Uso de Autocodificadores Variacionais para Monitoramento de Integridade Estrutural | https://doi.org/10.34019/2179-3700.2024.v24.46198 | Spínola Neto, M.; Finotti, R.; Barbosa, F.; Cury, A. |
| 2024 | Construção Civil | BUILDING AND ENVIRONMENT | Multi-objective optimization based on surrogate models for sustainable building design: A systematic literature review | https://doi.org/10.1016/j.buildenv.2024.112147 | CRUZ, A.S. ; CALDAS, L.R. ; MENDES, V.M. ; MENDES, J.C. ; BASTOS, L.E.G. |
| 2024 | Construção Civil | JOURNAL OF BUILDING ENGINEERING | What lies ahead? The future performance of Global South residential buildings amid climate change: A systematic literature review. | https://doi.org/10.1016/j.jobe.2024.111486 | CRUZ, ALEXANDRE SANTANA ; MENDES, VÍTOR FREITAS ; MENDES, JÚLIA CASTRO ; CALDAS, LUCAS ROSSE ; GONÇALVES BASTOS, LEOPOLDO EURICO |
| 2024 | Construção Civil | RGSA (ANPAD) | Construction and Demolition Waste Management and Artificial Intelligence - A Systematic Review | http://dx.doi.org/10.24857/rgsa.v18n10-197 | LOPES, CAROLINA DE MELO NUNES ; CURY, ALEXANDRE ABRAHÃO ; MENDES, JÚLIA CASTRO |
| 2024 | Mecânica das Estruturas | CONSTRUCTION AND BUILDING MATERIALS | Orthotropic elastic properties for UHPFRC based on two-phase model homogenization | https://doi.org/10.1016/j.conbuildmat.2024.137304 | RIBEIRO, PAULA O.; CARRAZEDO, RICARDO ; OLIVEIRA, CAROLINE O. ; KRAHL, PABLO A. |
| 2024 | Monitoramento Dinâmico de Estruturas | Revista da Universidade Federal de Minas Gerais | Monitoramento de integridade estrutural utilizando inteligência artificial: Desafios, avanços e aplicações | https://periodicos.ufmg.br/index.php/revistadaufmg/article/view/47533/ | ALVES, VICTOR; ALVES, VINICIUS. ; CURY, ALEXADNRE. |
| 2024 | Monitoramento Dinâmico de Estruturas | PRINCIPIA (JUIZ DE FORA) | Estratégia baseada em seleção de características para localização de deterioração estrutural | https://doi.org/10.34019/2179-3700.2023.v23.40261 | ALVES, VICTOR; CURY, ALEXANDRE . |
| 2024 | Monitoramento Dinâmico de Estruturas | STRUCTURES | Semi-supervised structural damage assessment via autoregressive models and evolutionary optimization | https://doi.org/10.1016/j.istruc.2023.105762 | KAUSS, KARIN ; ALVES, VICTOR ; BARBOSA, FLÁVIO ; CURY, ALEXANDRE |
| 2024 | Monitoramento Dinâmico de Estruturas | Buildings | Structural Damage Identification Using Autoencoders: A Comparative Study | https://doi.org/10.3390/buildings14072014 | Spínola Neto, M.; Finotti, R.; Barbosa, F.; Cury, A. |
| 2023 | Estatística | Brazilian Journal of Probability and Statistics | Regression Modeling of Censored Data based on Compound Scale Mixtures of Normal Distributions | DOI: 10.1214/22-BJPS551 | BENITES, L. ; ZELLER, CAMILA BORELLI ; BOLFARINE, H. ; Lachos, V. H. |
| 2023 | Estatística | Brazilian Journal of Probability and Statistics | Multivariate Birnbaum-Saunders distribution based on a skewed distribution and associated EM-estimation | DOI: 10.1214/22-BJPS559 | LABRA, F. V. ; ZELLER, CAMILA BORELLI ; Balakrishnan, N. |
| 2023 | Estatística | Stat | Likelihood-based inference for linear mixed-effects models using the generalized hyperbolic distribution | https://doi.org/10.1002/sta4.602 | LACHOS, VÍCTOR HUGO ; Galea, M. ; ZELLER, CAMILA BORELLI ; PRATES, M. |
| 2023 | Mecânica das Estruturas | Materials | Modeling the Tensile Behavior of Fiber-Reinforced Strain-Hardening Cement-Based Composites: A Review | https://doi.org/10.3390/ma16093365 | RIBEIRO, PAULA DE OLIVEIRA; KRAHL, PABLO AUGUSTO ; CARRAZEDO, RICARDO ; BERNARDO, LUÍS FILIPE ALMEIDA |
| 2023 | Monitoramento Dinâmico de Estruturas | MECHANICAL SYSTEMS AND SIGNAL PROCESSING | An automated vibration-based structural damage localization strategy using filter-type feature selection | https://doi.org/10.1016/j.ymssp.2023.110145 | ALVES, VICTOR; CURY, ALEXANDRE |
| 2023 | Monitoramento Dinâmico de Estruturas | Sodebras | COMPARAÇÃO ENTRE O DESEMPENHO DE CLASSIFICADORES BASEADOS EM RNA APLICADOS A COMPONENTES PRINCIPAIS E INDICADORES ESTATÍSTICOS NA IDENTIFICAÇÃO DE ESTADOS DE CONSERVAÇÃO DE ESTRUTURAS | https://doi.org/10.29367/issn.1809-3957 | Cássio de Castro Motta; Clayton Felicio da Silva; Lucas Vieira Resende; Matheus Júnior Silveira Dalcin; Flávio de Souza Barbosa |
| 2022 | Construção Civil | Revista IBRACON de Estruturas e Materiais | Comparison of machine learning techniques to predict the compressive strength of concrete and considerations on model generalization | https://doi.org/10.1590/S1983-41952022000500003 | Rafael Christian Fonseca da Paixão, Rúben El-Katib Penido, Alexandre Abrahão Cury, Julia Castro Mendes |
| 2022 | Construção Civil | Construction and Building Materials | Predicting the compressive strength of steelmaking slag concrete with machine learning – Considerations on developing a mix design tool | https://doi.org/10.1016/j.conbuildmat.2022.127896 | Rúben Penido, Rafael Paixao, Laís Costa, Ricardo Peixoto, Alexandre Cury, Júlia Mendes |
| 2022 | Estatística | Sankhya B | Estimation and influence diagnostics for the multivariate linear regression models with skew scale mixtures of normal distributions | https://doi.org/10.1007/s13571-021-00257-y | LOUREDO, G. M. S. ; ZELLER, CAMILA BORELLI ; Ferreira, C. S. |
| 2022 | Estatística | JOURNAL OF APPLIED STATISTICS | Heteroscedastic Partially Linear Model under Skew-Normal Distribution with an application in the ragweed pollen concentration | https://doi.org/10.1080/02664763.2021.2024798 | Ferreira, C. S. ; ZELLER, CAMILA BORELLI ; GARCIA, R. R. O. |
| 2022 | Mecânica das Estruturas | COMPOSITE STRUCTURES | Calibration of group effect parameters through genetic algorithms for micromechanical modeling of UHPFRC | https://doi.org/10.1016/j.compstruct.2021.114933 | RIBEIRO, PAULA DE OLIVEIRA; KRAHL, PABLO AUGUSTO ; CARRAZEDO, RICARDO |
| 2022 | Métodos Computacionais | Evolutionary Intelligence | Hybrid machine learning methods combined with computer vision approaches to estimate biophysical parameters of pastures | https://doi.org/10.1007/s12065-022-00736-9 | FRANCO, VICTOR REZENDE; HOTT, MARCOS CICARINI; ANDRADE, RICARDO GUIMARÃES; GOLIATT, LEONARDO. |
| 2022 | Métodos Computacionais | IEEE Latin America Transactions | A Fuzzy Approach to Drum Cymbals Classification | https://doi.org/10.1109/TLA.2022.9878173 | Boratto, Tales; Cury, Alexandre; Goliatt, Leonardo |
| 2021 | Estatística | JOURNAL OF APPLIED STATISTICS | Linear censored regression models with skew scale mixtures of normal distributions | https://doi.org/10.1080/02664763.2020.1795814 | GUZMAN, D. C. F. ; Ferreira, C. S. ; ZELLER, CAMILA BORELLI |
| 2021 | Estatística | Brazilian Journal of Probability and Statistics | Hypotheses tests on the skewness parameter in a multivariate generalized hyperbolic distribution | DOI: 10.1214/21-BJPS502 | GALEA, MANUEL ; VILCA, FILIDOR ; BORELLI ZELLER, CAMILA |
| 2021 | Mecânica das Estruturas | Journal of Materials in Civil Engineering | Evaluation of Elastic Anisotropic Relations for Plain Concrete Using Ultrasound and Impact Acoustic Tests. Journal of Materials in Civil Engineering | https://doi.org/10.1061/(ASCE)MT.1943-5533.0003562 | HAACH, V. G. ; CARRAZEDO, R. ; RIBEIRO, P. O. ; FERREIRA, L. P. A. ; ABE, I. P. . |
| 2021 | Métodos Computacionais | International Journal of Critical Infrastructure Protection | Unsupervised Machine Learning Techniques to Prevent Faults in Railroad Switch Machines | http://dx.doi.org/10.1016/j.ijcip.2021.100423 | SOARES, NIELSON ; AGUIAR, EDUARDO PESTANA DE ; SOUZA, AMANDA CAMPOS ; GOLIATT, LEONARDO |
| 2021 | Métodos Computacionais | Earth Science Informatics | Neural network boosted with differential evolution for lithology identification based on well logs information | http://dx.doi.org/10.1007/s12145-020-00533-x | SAPORETTI, CAMILA MARTINS ; GOLIATT, LEONARDO ; PEREIRA, EGBERTO |
| 2021 | Métodos Computacionais | JOURNAL OF INCLUSION PHENOMENA AND MACROCYCLIC CHEMISTRY | Gaussian processes regression for cyclodextrin host-guest binding prediction | http://dx.doi.org/10.1007/s10847-021-01092-4 | CARVALHO, RUAN M. ; ROSA, IAGO G. L. ; GOMES, DIEGO E. B. ; GOLIATT, PRISCILA V. Z. C. ; GOLIATT, LEONARDO |
| 2021 | Métodos Computacionais | Engineering Applications of Computational Fluid Mechanics | Estimation of natural streams longitudinal dispersion coefficient using hybrid evolutionary machine learning model | http://dx.doi.org/10.1080/19942060.2021.1972043 | GOLIATT, LEONARDO; SULAIMAN, SADEQ OLEIWI ; KHEDHER, KHALED MOHAMED ; FAROOQUE, AITAZAZ AHSAN ; YASEEN, ZAHER MUNDHER |
| 2021 | Métodos Computacionais | NATURAL COMPUTING | An Island Model based on Stigmergy to solve optimization problems | http://dx.doi.org/10.1007/s11047-020-09819-x | DUARTE, GRASIELE REGINA ; DE CASTRO LEMONGE, AFONSO CELSO ; DA FONSECA, LEONARDO GOLIATT ; DE LIMA, BEATRIZ SOUZA LEITE PIRES |
| 2021 | Monitoramento Dinâmico de Estruturas | STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL | A hybrid learning strategy for structural damage detection | http://dx.doi.org/10.1177/1475921720966943 | ANDRADE NUNES, LORENA ; PIAZZAROLI FINOTTI AMARAL, RAFAELLE ; SOUZA BARBOSA, FLÁVIO DE |
| 2021 | Monitoramento Dinâmico de Estruturas | Structural Control and Health Monitoring | A fast and efficient feature extraction methodology for structural damage localization based on raw acceleration measurements | https://doi.org/10.1002/stc.2748 | ALVES, VICTOR; CURY, ALEXANDRE |
| 2020 | Construção Civil | Revista IBRACON de Estruturas e Materiais | Predicting the mechanical properties of lightweight aggregate concrete using finite element method | https://doi.org/10.1590/S1983-41952020000400010 | Aldemon Lage Bonifácio, Julia Castro Mendes, Michèle Cristina Resende Farage, Flávio de Souza Barbosa, Anne-Lise Beaucour |
| 2020 | Mecânica das Estruturas | Latin American Journal of Solids and Structures | Numerical and experimental study of concrete I -beam subjected to bending test with cyclic load | https://doi.org/10.1590/1679-78255880 | RIBEIRO, P. O. ; GIDRAO, G. M. S. ; VAREDA, L. V. ; CARRAZEDO, R. ; MALITE, M |
| 2019 | Construção Civil | Latin American Journal of Solids and Structures | Application of Support Vector Machine and Finite Element Method to predict the mechanical properties of concrete | https://doi.org/10.1590/1679-78255297 | Aldemon Lage Bonifácio, Julia Castro Mendes, Michèle Cristina Resende Farage, Flávio de Souza Barbosa, Ciro B. Barbosa, Anne-Lise Beaucour |
| 2019 | Monitoramento Dinâmico de Estruturas | Latin American Journal of Solids and Structures | An SHM approach using machine learning and statistical indicators extracted from raw dynamic measurements | http://dx.doi.org/10.1590/1679-78254942 | FINOTTI, R. P. ; CURY, A.A. ; BARBOSA, F. S |