Attribute weighting with Scatter and instance-based learning methods evaluated with otoneurological data

Kirsi Varpa; Kati Iltanen; Markku Siermala; Martti Juhola

doi:10.1504/IJDS.2017.10007392

Attribute weighting with Scatter and instance-based learning methods evaluated with otoneurological data

Kirsi Varpa, Kati Iltanen, Markku Siermala, Martti Juhola

Research output: Contribution to journal › Article › Scientific › peer-review

Original language	English
Pages (from-to)	173-204
Journal	International Journal of Data Science
Volume	2
Issue number	3
DOIs	https://doi.org/10.1504/IJDS.2017.10007392
Publication status	Published - 2017
Publication type	A1 Journal article-refereed

Keywords

Scatter attribute importance evaluation method
attribute weighted k-nearest neighbour method
attribute weighting
instance-based learning
machine learning

Publication forum classification

Publication forum level 0

Access to Document

10.1504/IJDS.2017.10007392

http://urn.fi/URN:NBN:fi:uta-201801291138

Cite this

@article{33f7ed9b9b27415982640156a4273856,

title = "Attribute weighting with Scatter and instance-based learning methods evaluated with otoneurological data",

keywords = "Scatter attribute importance evaluation method, attribute weighted k-nearest neighbour method, attribute weighting, instance-based learning, machine learning, Scatter attribute importance evaluation method, attribute weighted k-nearest neighbour method, attribute weighting, instance-based learning, machine learning",

author = "Kirsi Varpa and Kati Iltanen and Markku Siermala and Martti Juhola",

year = "2017",

doi = "10.1504/IJDS.2017.10007392",

language = "English",

volume = "2",

pages = "173--204",

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AU - Varpa, Kirsi

AU - Iltanen, Kati

AU - Siermala, Markku

AU - Juhola, Martti

PY - 2017

Y1 - 2017

KW - Scatter attribute importance evaluation method

KW - attribute weighted k-nearest neighbour method

KW - attribute weighting

KW - instance-based learning

KW - machine learning

KW - Scatter attribute importance evaluation method

KW - attribute weighted k-nearest neighbour method

KW - attribute weighting

KW - instance-based learning

KW - machine learning

U2 - 10.1504/IJDS.2017.10007392

DO - 10.1504/IJDS.2017.10007392

M3 - Article

VL - 2

SP - 173

EP - 204

IS - 3

ER -