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Article

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Title

On the Dynamics of Classification Measures for Imbalanced and Streaming Data

Authors

[ 1 ] Instytut Informatyki, Wydział Informatyki i Telekomunikacji, Politechnika Poznańska | [ P ] employee

Scientific discipline (Law 2.0)

[2.3] Information and communication technology

Year of publication

2020

Published in

IEEE Transactions on Neural Networks and Learning Systems

Journal year: 2020 | Journal volume: vol. 31 | Journal number: iss. 8

Article type

scientific article

Publication language

english

Keywords
EN
  • class imbalance
  • classification measures
  • concept drift
  • data streams
  • measure gradients
  • measure histograms
Date of online publication

18.03.2019

Pages (from - to)

2868 - 2878

DOI

10.1109/TNNLS.2019.2899061

URL

https://ieeexplore.ieee.org/document/8668688

Ministry points / journal

200

Ministry points / journal in years 2017-2021

200

Impact Factor

10,451

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