Distance estimation in numerical data sets with missing values

Emil Eirola; Gauthier Doquire; Michel Verleysen; Amaury Lendasse

doi:10.1016/j.ins.2013.03.043

Distance estimation in numerical data sets with missing values

Emil Eirola
, Gauthier Doquire
, Michel Verleysen
, Amaury Lendasse

Aalto University
Université catholique de Louvain
Ikerbasque Basque Foundation for Science
University of the Basque Country

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

Original language	English
Pages (from-to)	115-128
Number of pages	14
Journal	Information Sciences
Volume	240
DOIs	https://doi.org/10.1016/j.ins.2013.03.043
State	Published - Aug 10 2013
Externally published	Yes

ASJC Scopus Subject Areas

Theoretical Computer Science
Software
Control and Systems Engineering
Computer Science Applications
Information Systems and Management
Artificial Intelligence

Keywords

Distance estimation
Imputation
Missing data
Nearest neighbour

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10.1016/j.ins.2013.03.043

Cite this

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title = "Distance estimation in numerical data sets with missing values",

keywords = "Distance estimation, Imputation, Missing data, Nearest neighbour",

author = "Emil Eirola and Gauthier Doquire and Michel Verleysen and Amaury Lendasse",

year = "2013",

month = aug,

day = "10",

doi = "10.1016/j.ins.2013.03.043",

language = "English",

volume = "240",

pages = "115--128",

journal = "Information Sciences",

issn = "0020-0255",

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TY - JOUR

T1 - Distance estimation in numerical data sets with missing values

AU - Eirola, Emil

AU - Doquire, Gauthier

AU - Verleysen, Michel

AU - Lendasse, Amaury

PY - 2013/8/10

Y1 - 2013/8/10

KW - Distance estimation

KW - Imputation

KW - Missing data

KW - Nearest neighbour

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UR - https://www.scopus.com/pages/publications/84877702034#tab=citedBy

U2 - 10.1016/j.ins.2013.03.043

DO - 10.1016/j.ins.2013.03.043

M3 - Article

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SN - 0020-0255

VL - 240

SP - 115

EP - 128

JO - Information Sciences

JF - Information Sciences

ER -

Distance estimation in numerical data sets with missing values

ASJC Scopus Subject Areas

Keywords

Access to Document

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