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G

Gaëtan Frusque

swiss federal institutes of technology domain

10H-index
26Paper Count
314Citation Count
Published Papers 10
Publication Date
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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
errShare
errSave
Uncertainty-guided alignment for unsupervised domain adaptation in regression
errReliability Engineering & System Safety
IF11
err2025-12-26
err0
errOAAI
errIsmail Nejjar; Gaetan Frusque; Florent Forest; Olga Fink
errShare
errSave
Classifier-free diffusion-based weakly-supervised approach for health indicator derivation in rotating machines: Advancing early fault detection and condition monitoring
errReliability Engineering & System Safety
IF11
err2025-07-18
err0
PREAI
errWenyang Hu; Gaetan Frusque; Tianyang Wang; Fulei Chu; Olga Fink
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errSave
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
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errSave
Robust time series denoising with learnable wavelet packet transform
errADVANCED ENGINEERING INFORMATICS
IF9.9
err2024-10-01
err8
errOAAI
errFrusque, Gaetan; Fink, Olga
errShare
errSave
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
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errSave
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
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errSave
Acceleration-Guided Acoustic Signal Denoising Framework Based on Learnable Wavelet Transform Applied to Slab Track Condition Monitoring
errIEEE SENSORS JOURNAL
IF4.5
err2022-12-15
err11
errOAAI
errDai, Baorui; Frusque, Gaetan; Li, Qi; Fink, Olga
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Fully learnable deep wavelet transform for unsupervised monitoring of high-frequency time series
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
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errSave
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
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
褚
褚福磊 (Fulei Chu)
H-index: 72 · Papers: 630
E
Eleni Chatzi
H-index: 51 · Papers: 656
王天杨 cover
王天杨 (Tianyang Wang)
H-index: 40 · Papers: 266
C
Christian M. Franck
H-index: 37 · Papers: 288
P
Pierre Borgnat
H-index: 32 · Papers: 238
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