Online Class Imbalance Learning for Fault Diagnosis of Critical Infrastructure Systems

Project Information

FAULT-LEARNING

Grant agreement ID: 867433

DOI

10.3030/867433

Project closed

EC signature date 13 September 2019

Start date 1 October 2019

End date 14 October 2021

Funded under

• SPREADING EXCELLENCE AND WIDENING PARTICIPATION

Total cost

€ 157 941,12

EU contribution

€ 157 941,12

Coordinated by

UNIVERSITY OF CYPRUS
Cyprus

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Peer reviewed articles (1)

Online Learning With Adaptive Rebalancing in Nonstationary Environments

Author(s): Kleanthis Malialis, Christos G. Panayiotou, Marios M. Polycarpou
Published in: IEEE Transactions on Neural Networks and Learning Systems, Issue 32/10, 2021, Page(s) 4445-4459, ISSN 2162-237X
Publisher: IEEE Computational Intelligence Society
DOI: 10.1109/tnnls.2020.3017863

Conference proceedings (1)

Data-efficient Online Classification with Siamese Networks and Active Learning

Author(s): Kleanthis Malialis, Christos G. Panayiotou, Marios M. Polycarpou
Published in: 2020 International Joint Conference on Neural Networks (IJCNN), 2020, Page(s) 1-7, ISBN 978-1-7281-6926-2
Publisher: IEEE
DOI: 10.1109/ijcnn48605.2020.9206730