Gaëtan Frusque

27 papers B 1Misc 2Journal 21Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	From physics to machine learning and back: Part I - Learning with inductive biases in prognostics and health management (PHM). Reliab. Eng. Syst. Saf. Olga Fink, Vinay Sharma, Ismail Nejjar, Leandro Von Krannichfeldt, Sergei Garmaev, Zepeng Zhang, Amaury Wei, Gaëtan Frusque, Florent Forest, Mengjie Zhao, Chi-Ching Hsu, Keivan Faghih Niresi, Han Sun, Hao Dong, Chenghao Xu, Raffael Theiler, Arthur Bizzi, Kevin Steiner
2026	J	`jnl`	Uncertainty-guided alignment for unsupervised domain adaptation in regression. Reliab. Eng. Syst. Saf. Ismail Nejjar, Gaëtan Frusque, Florent Forest, Olga Fink
2025	J	`jnl`	Classifier-free diffusion-based weakly-supervised approach for health indicator derivation in rotating machines: Advancing early fault detection and condition monitoring. Reliab. Eng. Syst. Saf. Wenyang Hu, Gaëtan Frusque, Tianyang Wang, Fulei Chu, Olga Fink
2025	J	`jnl`	Continuous Health State Monitoring of High-Voltage Circuit Breakers. IEEE Access Chi-Ching Hsu, Gaëtan Frusque, Olga Fink, Christian M. Franck
2025	J	`jnl`	Explainable AI guided unsupervised fault diagnostics for high-voltage circuit breakers. CoRR Chi-Ching Hsu, Gaëtan Frusque, Florent Forest, Felipe Macedo, Christian M. Franck, Olga Fink
2025	J	`jnl`	Explainable AI guided unsupervised fault diagnostics for high-voltage circuit breakers. Reliab. Eng. Syst. Saf. Chi-Ching Hsu, Gaëtan Frusque, Florent Forest, Felipe Macedo, Christian M. Franck, Olga Fink
2025	J	`jnl`	NNG-Mix: Improving Semi-Supervised Anomaly Detection With Pseudo-Anomaly Generation. IEEE Trans. Neural Networks Learn. Syst. Hao Dong, Gaëtan Frusque, Yue Zhao, Eleni N. Chatzi, Olga Fink
2025	J	`jnl`	Semisupervised Health Index Monitoring With Feature Generation and Fusion. IEEE Trans. Reliab. Gaëtan Frusque, Ismail Nejjar, Majid Nabavi, Olga Fink
2024	J	`jnl`	Classifier-Free Diffusion-Based Weakly-Supervised Approach for Health Indicator Derivation in Rotating Machines: Advancing Early Fault Detection and Condition Monitoring. CoRR Wenyang Hu, Gaëtan Frusque, Tianyang Wang, Fulei Chu, Olga Fink
2024	—	`conf`	Informed Graph Learning By Domain Knowledge Injection and Smooth Graph Signal Representation. EUSIPCO Keivan Faghih Niresi, Lucas Kuhn, Gaëtan Frusque, Olga Fink
2024	J	`jnl`	Robust time series denoising with learnable wavelet packet transform. Adv. Eng. Informatics Gaëtan Frusque, Olga Fink
2024	J	`jnl`	Uncertainty-Guided Alignment for Unsupervised Domain Adaptation in Regression. CoRR Ismail Nejjar, Gaëtan Frusque, Florent Forest, Olga Fink
2023	J	`jnl`	A Comparison of Residual-based Methods on Fault Detection. CoRR Chi-Ching Hsu, Gaëtan Frusque, Olga Fink
2023	J	`jnl`	NNG-Mix: Improving Semi-supervised Anomaly Detection with Pseudo-anomaly Generation. CoRR Hao Dong, Gaëtan Frusque, Yue Zhao, Eleni N. Chatzi, Olga Fink
2023	J	`jnl`	Non-contact Sensing for Anomaly Detection in Wind Turbine Blades: A focus-SVDD with Complex-Valued Auto-Encoder Approach. CoRR Gaëtan Frusque, Daniel Mitchell, Jamie Blanche, David Flynn, Olga Fink
2023	J	`jnl`	Semi-Supervised Health Index Monitoring with Feature Generation and Fusion. CoRR Gaëtan Frusque, Ismail Nejjar, Majid Nabavi, Olga Fink
2023	J	`jnl`	Smart filter aided domain adversarial neural network for fault diagnosis in noisy industrial scenarios. Eng. Appl. Artif. Intell. Baorui Dai, Gaëtan Frusque, Tianfu Li, Qi Li, Olga Fink
2023	J	`jnl`	Smart filter aided domain adversarial neural network: An unsupervised domain adaptation method for fault diagnosis in noisy industrial scenarios. CoRR Baorui Dai, Gaëtan Frusque, Tianfu Li, Qi Li, Olga Fink
2022	—	`conf`	DG-Mix: Domain Generalization for Anomalous Sound Detection Based on Self-Supervised Learning. DCASE Ismail Nejjar, Jean Meunier-Pion, Gaëtan Frusque, Olga Fink
2022	Misc	`conf`	Learnable Wavelet Packet Transform for Data-Adapted Spectrograms. ICASSP Gaëtan Frusque, Olga Fink
2022	J	`jnl`	Learnable Wavelet Packet Transform for Data-Adapted Spectrograms. CoRR Gaëtan Frusque, Olga Fink
2022	J	`jnl`	Robust Time Series Denoising with Learnable Wavelet Packet Transform. CoRR Gaëtan Frusque, Olga Fink
2022	B	`conf`	Vacuum Circuit Breaker Closing Time Key Moments Detection via Vibration Monitoring: A Run-to-Failure Study. SMC Chi-Ching Hsu, Gaëtan Frusque, Mahir Muratovic, Christian M. Franck, Olga Fink
2021	J	`jnl`	Canonical Polyadic Decomposition and Deep Learning for Machine Fault Detection. CoRR Gaëtan Frusque, Gabriel Michau, Olga Fink
2020	—	`—`	Inférence et décomposition modale de réseaux dynamiques en neurosciences. (Inference and Modal Decomposition of Dynamic Networks in Neuroscience). Gaëtan Frusque
2020	J	`jnl`	Multiplex Network Inference With Sparse Tensor Decomposition for Functional Connectivity. IEEE Trans. Signal Inf. Process. over Networks Gaëtan Frusque, Julien Jung, Pierre Borgnat, Paulo Gonçalves
2020	Misc	`conf`	Regularized Partial Phase Synchrony Index Applied to Dynamical Functional Connectivity Estimation. ICASSP Gaëtan Frusque, Julien Jung, Pierre Borgnat, Paulo Gonçalves