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Article

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Title

How distance metrics influence missing data imputation with k-nearest neighbours

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

Pattern Recognition Letters

Journal year: 2020 | Journal volume: vol. 136

Article type

scientific article

Publication language

english

Keywords
EN
  • missing data
  • data imputation
  • k-nearest neighbours
  • distance functions
  • heterogeneous data
  • imbalanced data
Pages (from - to)

111 - 119

DOI

10.1016/j.patrec.2020.05.032

URL

https://www.sciencedirect.com/science/article/pii/S0167865520302099?via%3Dihub#!

Ministry points / journal

100

Ministry points / journal in years 2017-2021

100

Impact Factor

3,756

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