Rafaelle Piazzaroli Finotti

Statistics

Publications

Citations

189

H-Index

Active since

2017

Affiliations

Universidade Federal de Juiz de Fora(Current)

Universidade Federal da Paraíba

Rafaelle Piazzaroli Finotti is an author at Universidade Federal de Juiz de Fora specializing in engineering, damage identification, and structural health monitoring.

ORCID

Publications per year

2017–2024

Publications

An SHM approach using machine learning and statistical indicators extracted from raw dynamic measurements

Rafaelle Piazzaroli Finotti, Alexandre Cury, Flávio de Souza Barbosa · Latin American Journal of Solids and Structures · 2019 · 76 citations · Full text

Engineering, Civil Engineering, Machine Learning +12

A hybrid learning strategy for structural damage detection

Lorena Andrade Nunes, Rafaelle Piazzaroli Finotti, Flávio de Souza Barbosa et al. · Structural Health Monitoring · 2020 · 27 citations

Engineering, Civil Engineering, Computer Science +17

Structural Damage Identification Using Autoencoders: A Comparative Study

Marcos Spínola Neto, Rafaelle Piazzaroli Finotti, Flávio de Souza Barbosa et al. · Buildings · 2024 · 22 citations · Full text

Engineering, Civil Engineering, Machine Learning +16

A novel natural frequency-based technique to detect structural changes using computational intelligence

Rafaelle Piazzaroli Finotti, Flávio de Souza Barbosa, Alexandre Cury et al. · Procedia Engineering · 2017 · 21 citations · Full text

Engineering, Civil Engineering, Structural Analysis +16

Numerical and Experimental Evaluation of Structural Changes Using Sparse Auto-Encoders and SVM Applied to Dynamic Responses

Rafaelle Piazzaroli Finotti, Flávio de Souza Barbosa, Alexandre Cury et al. · Applied Sciences · 2021 · 21 citations · Full text

Engineering, Civil Engineering, Computer Science +17

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