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Nonstationary data stream classification with online active learning and siamese neural networks✩

  • Published:2022-11 Issue: Volume:512 Page:235-252
  • ISSN:0925-2312
  • Container-title:Neurocomputing
  • language:en
  • Short-container-title:Neurocomputing

Author:

Malialis KleanthisORCID,Panayiotou Christos G.ORCID,Polycarpou Marios M.ORCID

Funder

Horizon 2020

Engineering and Physical Sciences Research Council

Horizon 2020 Framework Programme

European Commission

European Research Council

Deputy Ministry of Research, Innovation and Digital Policy

Publisher

Elsevier BV

Subject

Artificial Intelligence,Cognitive Neuroscience,Computer Science Applications

Reference80 articles.

1. Learning in nonstationary environments: A survey;Ditzler;IEEE Computational Intelligence Magazine,2015

2. A systematic study of online class imbalance learning with concept drift;Wang;IEEE Transactions on Neural Networks and Learning Systems,2018

3. Credit card fraud detection and concept-drift adaptation with delayed supervised information;Dal Pozzolo,2015

4. Learning from imbalanced data;He;IEEE Transactions on Knowledge and Data Engineering,2008

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4. Unsupervised Incremental Learning with Dual Concept Drift Detection for Identifying Anomalous Sequences;2024 International Joint Conference on Neural Networks (IJCNN);2024-06-30

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