Gabriel Michau

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 25

Top Topics

Fault Detection

Partial Discharge

Domain Adaptation

Top Venues

Publications

Katharina Rombach, Gabriel Michau, Olga Fink
domain adaptation. Reliab. Eng. Syst. Saf. 230 (2023)
Katharina Rombach, Gabriel Michau, Olga Fink
Controlled Generation of Unseen Faults for Partial and OpenSet&Partial Domain Adaptation. CoRR (2022)
Katharina Rombach, Gabriel Michau, Kajan Ratnasabapathy, Lucian-Stefan Ancu, Wilfried Bürzle, Stefan Koller, Olga Fink
Contrastive Feature Learning for Fault Detection and Diagnostics in Railway Applications. CoRR (2022)
Gaetan Frusque, Gabriel Michau, Olga Fink
Canonical Polyadic Decomposition and Deep Learning for Machine Fault Detection. CoRR (2021)
Gabriel Michau, Chi-Ching Hsu, Olga Fink
Interpretable Detection of Partial Discharge in Power Lines with Deep Learning. Sensors 21 (6) (2021)
Katharina Rombach, Gabriel Michau, Olga Fink
Contrastive Learning for Fault Detection and Diagnostics in the Context of Changing Operating Conditions and Novel Fault Types. Sensors 21 (10) (2021)
Gabriel Rodriguez Garcia, Gabriel Michau, Herbert H. Einstein, Olga Fink
Decision Support System for an Intelligent Operator of Utility Tunnel Boring Machines. CoRR (2021)
Qin Wang, Gabriel Michau, Olga Fink
Missing-Class-Robust Domain Adaptation by Unilateral Alignment. IEEE Trans. Ind. Electron. 68 (1) (2021)
Gabriel Michau, Olga Fink
Fully Learnable Deep Wavelet Transform for Unsupervised Monitoring of High-Frequency Time Series. CoRR (2021)
Gabriel Michau, Olga Fink
Unsupervised transfer learning for anomaly detection: Application to complementary operating condition transfer. Knowl. Based Syst. 216 (2021)
Chi-Ching Hsu, Gabriel Michau, Olga Fink
Interpretable Partial Discharge Detection with Temporal Convolution and Pulse Activation Maps: An application to Power Lines. CoRR (2020)
Katharina Rombach, Gabriel Michau, Olga Fink
Improving generalization of deep fault detection models in the presence of mislabeled data. SMC (2020)
Qin Wang, Gabriel Michau, Olga Fink
Missing-Class-Robust Domain Adaptation by Unilateral Alignment for Fault Diagnosis. CoRR (2020)
Gabriel Rodriguez Garcia, Gabriel Michau, Mélanie Ducoffe, Jayant Sen Gupta, Olga Fink
Time Series to Images: Monitoring the Condition of Industrial Assets with Deep Learning Image Processing Algorithms. CoRR (2020)
Katharina Rombach, Gabriel Michau, Olga Fink
Improving Generalization of Deep Fault Detection Models in the Presence of Mislabeled Data. CoRR (2020)
Gabriel Michau, Olga Fink
Transferring Complementary Operating Conditions for Anomaly Detection. CoRR (2020)
Oliver Ammann, Gabriel Michau, Olga Fink
Anomaly Detection And Classification In Time Series With Kervolutional Neural Networks. CoRR (2020)
Gabriel Michau, Olga Fink
Unsupervised Fault Detection in Varying Operating Conditions. ICPHM (2019)
Gabriel Michau, Olga Fink
Fully Unsupervised Feature Alignment for Critical System Health Monitoring with Varied Operating Conditions. CoRR (2019)
Qin Wang, Gabriel Michau, Olga Fink
Domain Adaptive Transfer Learning for Fault Diagnosis. CoRR (2019)
Gabriel Michau, Olga Fink
Unsupervised Fault Detection in Varying Operating Conditions. CoRR (2019)
Gabriel Michau, Yang Hu, Thomas Palmé, Olga Fink
Feature Learning for Fault Detection in High-Dimensional Condition-Monitoring Signals. CoRR (2018)
Gabriel Michau, Alfredo Nantes, Ashish Bhaskar, Edward Chung, Patrice Abry, Pierre Borgnat
Bluetooth Data in an Urban Context: Retrieving Vehicle Trajectories. IEEE Trans. Intell. Transp. Syst. 18 (9) (2017)
Gabriel Michau, Nelly Pustelnik, Pierre Borgnat, Patrice Abry, Alfredo Nantes, Ashish Bhaskar, Edward Chung
A Primal-Dual Algorithm for Link Dependent Origin Destination Matrix Estimation. IEEE Trans. Signal Inf. Process. over Networks 3 (1) (2017)
Gabriel Michau, Nelly Pustelnik, Pierre Borgnat, Patrice Abry, Alfredo Nantes, Ashish Bhaskar, Edward Chung
A Primal-Dual Algorithm for Link Dependent Origin Destination Matrix Estimation. CoRR (2016)
Gabriel Michau, Pierre Borgnat, Nelly Pustelnik, Patrice Abry, Alfredo Nantes, Edward Chung
Estimating link-dependent Origin-Destination matrices from sample trajectories and traffic counts. ICASSP (2015)