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G

Gaëtan Frusque

swiss federal institutes of technology domain

10H指数
26论文数
314被引数
收录论文 10
发表时间
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From physics to machine learning and back: Part I - Learning with inductive biases in prognostics and health management (PHM)
errReliability Engineering & System Safety
IF11
err2026-01-21
err0
errOAAI
errOlga Fink; Vinay Sharma; Ismail Nejjar; Leandro Von Krannichfeldt; Sergei Garmaev; Zepeng Zhang; Amaury Wei; Gaetan Frusque; Florent Forest; Mengjie Zhao; Chi-Ching Hsu; Keivan Faghih Niresi; Han Sun; Hao Dong; Chenghao Xu; Raffael Theiler; Arthur Bizzi; Kevin Steiner
err分享
err收藏
Uncertainty-guided alignment for unsupervised domain adaptation in regression不确定性引导的对齐方法用于回归任务的无监督域自适应
errReliability Engineering & System Safety
IF11
err2025-12-26
err0
errOAAI
errIsmail Nejjar; Gaetan Frusque; Florent Forest; Olga Fink
err分享
err收藏
Classifier-free diffusion-based weakly-supervised approach for health indicator derivation in rotating machines: Advancing early fault detection and condition monitoring无分类器扩散基的弱监督方法在旋转机械健康指标推导中的应用：推进早期故障检测和状态监测
errReliability Engineering & System Safety
IF11
err2025-07-18
err0
PREAI
errWenyang Hu; Gaetan Frusque; Tianyang Wang; Fulei Chu; Olga Fink
err分享
err收藏
NNG-Mix: Improving Semi-Supervised Anomaly Detection With Pseudo-Anomaly Generation
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2025-01-01
err0
errOAAI
errDong, Hao; Frusque, Gaetan; Zhao, Yue; Chatzi, Eleni; Fink, Olga
err分享
err收藏
Robust time series denoising with learnable wavelet packet transform基于可学习小波包变换的鲁棒时间序列去噪
errADVANCED ENGINEERING INFORMATICS
IF9.9
err2024-10-01
err8
errOAAI
errFrusque, Gaetan; Fink, Olga
err分享
err收藏
Semisupervised Health Index Monitoring With Feature Generation and Fusion
errIEEE TRANSACTIONS ON RELIABILITY
IF5.7
err2024-01-01
err0
PREAI
errFrusque, Gaetan; Nejjar, Ismail; Nabavi, Majid; Fink, Olga
err分享
err收藏
Transmission and Distribution Equipment: Providing Intelligent Maintenance
errIEEE POWER & ENERGY MAGAZINE
IF2.2
err2023-03-01
err2
errOAAI
errFranck, Christian Michael; Hsu, Chi-Ching; Xiao, Yu; Bleuler, Pascal; Frusque, Gaetan; Muratovic, Mahir; Polonelli, Tommaso
err分享
err收藏
Acceleration-Guided Acoustic Signal Denoising Framework Based on Learnable Wavelet Transform Applied to Slab Track Condition Monitoring基于可学习小波变换的加速度引导声信号去噪框架在板式轨道状态监测中的应用
errIEEE SENSORS JOURNAL
IF4.5
err2022-12-15
err11
errOAAI
errDai, Baorui; Frusque, Gaetan; Li, Qi; Fink, Olga
err分享
err收藏
Fully learnable deep wavelet transform for unsupervised monitoring of high-frequency time series完全可学习的深度小波变换用于高频时间序列的无监督监测
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2022-02-18
err45
errOAAI
errMichau, Gabriel; Frusque, Gaetan; Fink, Olga
err分享
err收藏
Multiplex Network Inference With Sparse Tensor Decomposition for Functional Connectivity
errIEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS
IF4.9
err2020-01-01
err6
errOAAI
errFrusque, Gaetan; Jung, Julien; Borgnat, Pierre; Goncalves, Paulo
err分享
err收藏

研究方向

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合作学者
合作期刊
褚
褚福磊 (Fulei Chu)
H 指数: 72 · 论文数: 635
E
Eleni Chatzi
H 指数: 51 · 论文数: 660
王天杨 封面图
王天杨 (Tianyang Wang)
H 指数: 40 · 论文数: 270
C
Christian M. Franck
H 指数: 37 · 论文数: 288
P
Pierre Borgnat
H 指数: 32 · 论文数: 238
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