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Chapter


Title

Classification of Multi-class Imbalanced Data: Data Difficulty Factors and Selected Methods for Improving Classifiers

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

2021

Chapter type

chapter in monograph / paper

Publication language

english

Keywords
EN
  • multi-class imbalanced data
  • data difficulty factors
  • re-sampling methods
  • rule classifiers
Date of online publication

16.09.2021

Pages (from - to)

55 - 72

DOI

10.1007/978-3-030-87334-9_5

URL

https://link.springer.com/chapter/10.1007/978-3-030-87334-9_5

Book

Rough Sets : International Joint Conference, IJCRS 2021, Bratislava, Slovakia, September 19–24, 2021, Proceedings

Presented on

International Joint Conference on Rough Sets IJCRS 2021, 19-24.09.2021, Bratislava, Slovac Republic

Points of MNiSW / chapter

20.0

Points of MNiSW / conference (CORE)

20.0