Gaëtan Frusque

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Wavelet Packet Transform

Functional Connectivity

Fault Diagnosis

Top Venues

Publications

Gaëtan Frusque, Olga Fink
Robust time series denoising with learnable wavelet packet transform. Adv. Eng. Informatics 62 (2024)
Ismail Nejjar, Gaëtan Frusque, Florent Forest, Olga Fink
Uncertainty-Guided Alignment for Unsupervised Domain Adaptation in Regression. CoRR (2024)
Baorui Dai, Gaëtan Frusque, Tianfu Li, Qi Li, Olga Fink
Smart filter aided domain adversarial neural network: An unsupervised domain adaptation method for fault diagnosis in noisy industrial scenarios. CoRR (2023)
Hao Dong, Gaëtan Frusque, Yue Zhao, Eleni Chatzi, Olga Fink
NNG-Mix: Improving Semi-supervised Anomaly Detection with Pseudo-anomaly Generation. CoRR (2023)
Gaëtan Frusque, Ismail Nejjar, Majid Nabavi, Olga Fink
Semi-Supervised Health Index Monitoring with Feature Generation and Fusion. CoRR (2023)
Baorui Dai, Gaëtan Frusque, Tianfu Li, Qi Li, Olga Fink
Smart filter aided domain adversarial neural network for fault diagnosis in noisy industrial scenarios. Eng. Appl. Artif. Intell. 126 (Part D) (2023)
Chi-Ching Hsu, Gaëtan Frusque, Olga Fink
A Comparison of Residual-based Methods on Fault Detection. CoRR (2023)
Gaëtan Frusque, Daniel Mitchell, Jamie Blanche, David Flynn, Olga Fink
Non-contact Sensing for Anomaly Detection in Wind Turbine Blades: A focus-SVDD with Complex-Valued Auto-Encoder Approach. CoRR (2023)
Gaëtan Frusque, Olga Fink
Robust Time Series Denoising with Learnable Wavelet Packet Transform. CoRR (2022)
Gaëtan Frusque, Olga Fink
Learnable Wavelet Packet Transform for Data-Adapted Spectrograms. ICASSP (2022)
Chi-Ching Hsu, Gaëtan Frusque, Mahir Muratovic, Christian M. Franck, Olga Fink
Vacuum Circuit Breaker Closing Time Key Moments Detection via Vibration Monitoring: A Run-to-Failure Study. SMC (2022)
Ismail Nejjar, Jean Meunier-Pion, Gaëtan Frusque, Olga Fink
DG-Mix: Domain Generalization for Anomalous Sound Detection Based on Self-Supervised Learning. DCASE (2022)
Gaëtan Frusque, Julien Jung, Pierre Borgnat, Paulo Gonçalves
Multiplex Network Inference With Sparse Tensor Decomposition for Functional Connectivity. IEEE Trans. Signal Inf. Process. over Networks 6 (2020)
Gaëtan Frusque, Julien Jung, Pierre Borgnat, Paulo Gonçalves
Regularized Partial Phase Synchrony Index Applied to Dynamical Functional Connectivity Estimation. ICASSP (2020)