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Thiago de M. Prego

Observed names: T. Prego, T. de M. Prego, T.M. Prego, Thiago De M. Prego, Thiago Prego, Thiago Prego∗, Thiago de M Prego, Thiago de Moura Prego
ORCID: 0000-0003-1404-4349
Observed ORCID: 0000-0003-1404-4349
OpenAlex ID: A5060710505
Fault detection and classification in oil wells and production/service lines using random forest
2020 · Matheus A. Marins, Bettina D. Barros, et al. · Journal of Petroleum Science and Engineering · 107
Diagnostic and severity analysis of combined failures composed by imbalance and misalignment in rotating machines
2021 · Dionísio Henrique Carvalho de Sá Só Martins, Denys Pestana Viana, et al. · The International Journal of Advanced Manufacturing Technology · 39
Blind estimators for reverberation time and direct-to-reverberant energy ratio using subband speech decomposition
2015 · Thiago de M. Prego, Amaro A. de Lima, et al. · IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) · 34
Diesel Engine Fault Prediction Using Artificial Intelligence Regression Methods
2023 · Denys P. Viana, Dionísio H. C. de Sá Só Martins, et al. · Machines · 30
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Hybrid data augmentation method for combined failure recognition in rotating machines
2022 · Dionísio H. C. S. S. Martins, Amaro A. de Lima, et al. · Journal of Intelligent Manufacturing · 27
The influence of feature vector on the classification of mechanical faults using neural networks
2016 · Denys Pestana-Viana, Rafael Zambrano-Lopez, et al. · IEEE Latin American Symposium on Circuits and Systems (LASCAS) · 27
A blind algorithm for reverberation-time estimation using subband decomposition of speech signals
2012 · Thiago de M. Prego, Amaro A. de Lima, et al. · The Journal of the Acoustical Society of America · 27
On fault classification in rotating machines using fourier domain features and neural networks
2013 · A. A. de Lima, Thiago de M Prego, et al. · IEEE Latin American Symposium on Circuits and Systems (LASCAS) · 22
Autonomous Detection of Mosquito-Breeding Habitats Using an Unmanned Aerial Vehicle
2018 · T. M. Dias, V.C. Alves, et al. · Latin American Robotics Symposium, Brazilian Symposium on Robotics and Workshop on Robotics in Education (LARS/SBR/WRE) · 19
Big Data Analytics for Predictive Maintenance Modeling: Challenges and Opportunities
2015 · I. H. F. Santos, M. M. Machado, et al. · OTC Brasil · 19
Application of Machine Learning to Evaluate Unbalance Severity in Rotating Machines
2018 · Dionísio H. C. de S. S. Martins, Douglas O. Hemerly, et al. · Mechanisms and machine science · 15
High-precision frequency estimation of real sinusoids with reduced computational complexity using a model-based matched-spectrum approach
2014 · Alessandro J.S. Dutra, José F.L. de Oliveira, et al. · Digital Signal Processing · 15
Application of Machine Learning in Diesel Engines Fault Identification
2018 · Denys Pestana-Viana, Ricardo H. R. Gutiérrez, et al. · Mechanisms and machine science · 14
Feature analysis for the reverberation perception in speech signals
2013 · J. M. F. del Vallado, A. A. de Lima, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 12
On the quality-assessment of reverberated speech
2011 · Amaro A. de Lima, Thiago de M. Prego, et al. · Speech Communication · 10
Audio anomaly detection on rotating machinery using image signal processing
2016 · Thiago de M. Prego, Amaro A. de Lima, et al. · IEEE Latin American Symposium on Circuits and Systems (LASCAS) · 9
Feature analysis for quality assessment of reverberated speech
2009 · Amaro A. de Lima, Thiago de M. Prego, et al. · IEEE International Workshop on Multimedia Signal Processing (MMSP) · 8
Efficient Search in the Adaptive Codebook for ITU-T G.729 Codec
2009 · T. de M. Prego, S.L. Netto · IEEE Signal Processing Letters · 6
Despertando o interesse pelo conhecimento tecnológico usando Robótica: uma experiência na Educação Básica para igualdade de gênero
2020 · Ana Caroline de Oliveira Bastos, Dayseane Donato de Lemos Souza, et al. · RELATEC Revista Latinoamericana de Tecnología Educativa · 5
Predicting faults in diesel engines with kernel machines regression techniques
2025 · Denys P. Viana, Dionísio H. C. de S. S. Martins, et al. · Applied Intelligence · 4
Predictive Maintenance based on mechanical unbalance severity analysis of rotating machines
2017 · Dionisio Martins, Thiago de Moura Prego, et al. · ABCM International Congress of Mechanical Engineering (COBEM) · 3
On the enhancement of dereverberation algorithms based on a perceptual evaluation criterion
2013 · Thiago de M. Prego, Amaro A. de Lima, et al. · Interspeech (USB) · 2
Perceptual improvement of a two-stage algorithm for speech dereverberation
2011 · Thiago de M. Prego, Amaro A. de Lima, et al. · Interspeech (USB) · 2
Diagnóstico de falhas em máquinas rotativas utilizando Random Forest
2016 · Dionisio Martins, Denys Pestana-Viana, et al. · Anais de XXXV Simpósio Brasileiro de Telecomunicações e Processamento de Sinais · 1
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Divulga PIXEL: Curadoria Digital e Mediação Cultural para Jogos Educativos Universitários da CEFET/RJ
2026 · Breno Avelino Costa da Silva, Laura Rangel, et al. · Simpósio Brasileiro de Jogos e Entretenimento Digital (SBGames)
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Works count: 35
Citation count: 457
H-index: 13
I10-index: 15
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