% csauthors.net - beta - BibTeX bibliography of Gabriel Michau
@inproceedings{conf/icassp/MichauBPANC15,
title = {Estimating link-dependent Origin-Destination matrices from sample trajectories and traffic counts.},
year = {2015},
booktitle = {ICASSP},
author = {{Gabriel Michau} and {Pierre Borgnat} and {Nelly Pustelnik} and {Patrice Abry} and {Alfredo Nantes} and {Edward Chung}},
publisher = {IEEE},
booktitle = {2015 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2015, South Brisbane, Queensland, Australia, April 19-24, 2015}
}
@article{journals/tits/MichauNBCAB17,
title = {Bluetooth Data in an Urban Context: Retrieving Vehicle Trajectories.},
year = {2017},
journal = {IEEE Trans. Intell. Transp. Syst.},
author = {{Gabriel Michau} and {Alfredo Nantes} and {Ashish Bhaskar} and {Edward Chung} and {Patrice Abry} and {Pierre Borgnat}}
}
@article{journals/tsipn/MichauPBANBC17,
title = {A Primal-Dual Algorithm for Link Dependent Origin Destination Matrix Estimation.},
year = {2017},
journal = {IEEE Trans. Signal Inf. Process. over Networks},
author = {{Gabriel Michau} and {Nelly Pustelnik} and {Pierre Borgnat} and {Patrice Abry} and {Alfredo Nantes} and {Ashish Bhaskar} and {Edward Chung}}
}
@article{journals/corr/abs-1810-05550,
title = {Feature Learning for Fault Detection in High-Dimensional Condition-Monitoring Signals.},
year = {2018},
journal = {CoRR},
author = {{Gabriel Michau} and {Yang Hu} and {Thomas Palmé} and {Olga Fink}}
}
@inproceedings{conf/icphm/MichauF19,
title = {Unsupervised Fault Detection in Varying Operating Conditions.},
year = {2019},
booktitle = {ICPHM},
author = {{Gabriel Michau} and {Olga Fink}},
publisher = {IEEE},
booktitle = {2019 IEEE International Conference on Prognostics and Health Management, ICPHM 2019, San Francisco, CA, USA, June 17-20, 2019}
}
@article{journals/corr/abs-1905-06004,
title = {Domain Adaptive Transfer Learning for Fault Diagnosis.},
year = {2019},
journal = {CoRR},
author = {{Qin Wang 013} and {Gabriel Michau} and {Olga Fink}}
}
@article{journals/corr/abs-1907-09204,
title = {Fully Unsupervised Feature Alignment for Critical System Health Monitoring with Varied Operating Conditions.},
year = {2019},
journal = {CoRR},
author = {{Gabriel Michau} and {Olga Fink}}
}
@inproceedings{conf/smc/RombachMF20,
title = {Improving generalization of deep fault detection models in the presence of mislabeled data.},
year = {2020},
booktitle = {SMC},
author = {{Katharina Rombach} and {Gabriel Michau} and {Olga Fink}},
publisher = {IEEE},
booktitle = {2020 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2020, Toronto, ON, Canada, October 11-14, 2020}
}
@article{journals/corr/abs-2001-02015,
title = {Missing-Class-Robust Domain Adaptation by Unilateral Alignment for Fault Diagnosis.},
year = {2020},
journal = {CoRR},
author = {{Qin Wang 013} and {Gabriel Michau} and {Olga Fink}}
}
@article{journals/corr/abs-2005-07031,
title = {Time Series to Images: Monitoring the Condition of Industrial Assets with Deep Learning Image Processing Algorithms.},
year = {2020},
journal = {CoRR},
author = {{Gabriel Rodriguez Garcia} and {Gabriel Michau} and {Mélanie Ducoffe} and {Jayant Sen Gupta} and {Olga Fink}}
}
@article{journals/corr/abs-2005-07078,
title = {Anomaly Detection And Classification In Time Series With Kervolutional Neural Networks.},
year = {2020},
journal = {CoRR},
author = {{Oliver Ammann} and {Gabriel Michau} and {Olga Fink}}
}
@article{journals/corr/abs-2008-05838,
title = {Interpretable Partial Discharge Detection with Temporal Convolution and Pulse Activation Maps: An application to Power Lines.},
year = {2020},
journal = {CoRR},
author = {{Chi-Ching Hsu} and {Gabriel Michau} and {Olga Fink}}
}
@article{journals/corr/abs-2008-07815,
title = {Transferring Complementary Operating Conditions for Anomaly Detection.},
year = {2020},
journal = {CoRR},
author = {{Gabriel Michau} and {Olga Fink}}
}
@article{journals/corr/abs-2101-02463,
title = {Decision Support System for an Intelligent Operator of Utility Tunnel Boring Machines.},
year = {2021},
journal = {CoRR},
author = {{Gabriel Rodriguez Garcia} and {Gabriel Michau} and {Herbert H. Einstein} and {Olga Fink}}
}
@article{journals/corr/abs-2105-00899,
title = {Fully Learnable Deep Wavelet Transform for Unsupervised Monitoring of High-Frequency Time Series.},
year = {2021},
journal = {CoRR},
author = {{Gabriel Michau} and {Olga Fink}}
}
@article{journals/corr/abs-2107-09519,
title = {Canonical Polyadic Decomposition and Deep Learning for Machine Fault Detection.},
year = {2021},
journal = {CoRR},
author = {{Gaëtan Frusque} and {Gabriel Michau} and {Olga Fink}}
}
@article{journals/kbs/MichauF21,
title = {Unsupervised transfer learning for anomaly detection: Application to complementary operating condition transfer.},
year = {2021},
journal = {Knowl. Based Syst.},
author = {{Gabriel Michau} and {Olga Fink}}
}
@article{journals/sensors/MichauHF21,
title = {Interpretable Detection of Partial Discharge in Power Lines with Deep Learning.},
year = {2021},
journal = {Sensors},
author = {{Gabriel Michau} and {Chi-Ching Hsu} and {Olga Fink}}
}
@article{journals/sensors/RombachMF21,
title = {Contrastive Learning for Fault Detection and Diagnostics in the Context of Changing Operating Conditions and Novel Fault Types.},
year = {2021},
journal = {Sensors},
author = {{Katharina Rombach} and {Gabriel Michau} and {Olga Fink}}
}
@article{journals/tie/WangMF21,
title = {Missing-Class-Robust Domain Adaptation by Unilateral Alignment.},
year = {2021},
journal = {IEEE Trans. Ind. Electron.},
author = {{Qin Wang 013} and {Gabriel Michau} and {Olga Fink}}
}
@article{journals/corr/abs-2204-14068,
title = {Controlled Generation of Unseen Faults for Partial and OpenSet&Partial Domain Adaptation.},
year = {2022},
journal = {CoRR},
author = {{Katharina Rombach} and {Gabriel Michau} and {Olga Fink}}
}
@article{journals/corr/abs-2208-13288,
title = {Contrastive Feature Learning for Fault Detection and Diagnostics in Railway Applications.},
year = {2022},
journal = {CoRR},
author = {{Katharina Rombach} and {Gabriel Michau} and {Kajan Ratnasabapathy} and {Lucian-Stefan Ancu} and {Wilfried Bürzle} and {Stefan Koller} and {Olga Fink}}
}
@article{journals/ress/RombachMF23,
title = {Controlled generation of unseen faults for Partial and Open-Partial domain adaptation.},
year = {2023},
journal = {Reliab. Eng. Syst. Saf.},
author = {{Katharina Rombach} and {Gabriel Michau} and {Olga Fink}}
}