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An autonomous Real-Time Decision Tree framework for monitoring and diagnostics on wind turbines

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Publications

A Novel Approach for 3D-Structural Identification through Video Recording: Magnified Tracking

Author(s): Yunus Harmanci, Utku Gülan, Markus Holzner, Eleni Chatzi
Published in: Sensors, Issue 19/5, 2019, Page(s) 1229, ISSN 1424-8220
DOI: 10.3390/s19051229

Unsupervised local cluster-weighted bootstrap aggregating the output from multiple stochastic simulators

Author(s): Imad Abdallah, Konstantinos Tatsis, Eleni Chatzi
Published in: Reliability Engineering & System Safety, Issue 199, 2020, Page(s) 106876, ISSN 0951-8320
DOI: 10.1016/j.ress.2020.106876

Probabilistic fault diagnostics using ensemble time-varying decision trees learning

Author(s): Imad Abdallah, Vasilis Dertimanis, Eleni Chatzi
Published in: EMI 2019 - Engineering Mechanics Institute Conference, 2019
DOI: 10.13140/rg.2.2.13226.36805

WINDMIL-RTDT ERC Proof of Concept

Author(s): I. Abdallah, H. Qu, H. Mylonas, and E. Chatzi
Published in: 2020
DOI: 10.3929/ethz-b-000437457