Concepedia

Gaëtan Frusque

GF

11

Publications

282

Citations

10

H-Index

2020

Active since

Affiliations

École Polytechnique Fédérale de Lausanne(Current)

Xi'an Jiaotong University

Tongji University

Gaëtan Frusque is an author at École Polytechnique Fédérale de Lausanne specializing in data science, engineering, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningSignal ProcessingPattern RecognitionDeep LearningComputer ScienceNoiseConnectomicsNeuroimaging

Publications per year

2020–2024

11

Publications

11

Fully learnable deep wavelet transform for unsupervised monitoring of high-frequency time series

Gabriel Michau, Gaëtan Frusque, Olga Fink · Proceedings of the National Academy of Sciences · 2022 · 104 citations · Full text

Unsupervised Monitoring, Wavelet Coefficients, Engineering +18

Robust time series denoising with learnable wavelet packet transform

Gaëtan Frusque, Olga Fink · Advanced Engineering Informatics · 2024 · 50 citations · Full text

Smart filter aided domain adversarial neural network for fault diagnosis in noisy industrial scenarios

Baorui Dai, Gaëtan Frusque, Tianfu Li et al. · Engineering Applications of Artificial Intelligence · 2023 · 24 citations · Full text

Artificial Intelligence, Fault Diagnosis, Engineering +10

Acceleration-Guided Acoustic Signal Denoising Framework Based on Learnable Wavelet Transform Applied to Slab Track Condition Monitoring

Baorui Dai, Gaëtan Frusque, Qi Li et al. · IEEE Sensors Journal · 2022 · 19 citations · Full text

Engineering, Machine Learning, Acoustic Sensor +16

Transmission and Distribution Equipment: Providing Intelligent Maintenance

Christian M. Franck, Chi-Ching Hsu, Yu Xiao et al. · IEEE Power and Energy Magazine · 2023 · 16 citations · Full text

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