On the definiteness of earth mover's distance and its relation to set intersection

Andrew Gardner; Christian A. Duncan; Jinko Kanno; Rastko R. Selmic

doi:10.1109/TCYB.2017.2761798

On the definiteness of earth mover's distance and its relation to set intersection

Andrew Gardner
, Christian A. Duncan
, Jinko Kanno
, Rastko R. Selmic

Mathematics and Statistics

Louisiana Tech University
Quinnipiac University
Concordia University

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

Original language	English
Article number	8089806
Pages (from-to)	3184-3196
Number of pages	13
Journal	IEEE Transactions on Cybernetics
Volume	48
Issue number	11
DOIs	https://doi.org/10.1109/TCYB.2017.2761798
State	Published - Nov 2018

ASJC Scopus Subject Areas

Software
Control and Systems Engineering
Information Systems
Human-Computer Interaction
Computer Science Applications
Electrical and Electronic Engineering

Keywords

Biotope transform
Monge-Kantorovich
earth mover's distance (EMD)
jaccard index
kernel methods

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10.1109/TCYB.2017.2761798

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title = "On the definiteness of earth mover's distance and its relation to set intersection",

keywords = "Biotope transform, Monge-Kantorovich, earth mover's distance (EMD), jaccard index, kernel methods",

author = "Andrew Gardner and Duncan, \{Christian A.\} and Jinko Kanno and Selmic, \{Rastko R.\}",

note = "Publisher Copyright: {\textcopyright} 2013 IEEE.",

year = "2018",

month = nov,

doi = "10.1109/TCYB.2017.2761798",

language = "English",

volume = "48",

pages = "3184--3196",

journal = "IEEE Transactions on Cybernetics",

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AU - Gardner, Andrew

AU - Duncan, Christian A.

AU - Kanno, Jinko

AU - Selmic, Rastko R.

PY - 2018/11

Y1 - 2018/11

KW - Biotope transform

KW - Monge-Kantorovich

KW - earth mover's distance (EMD)

KW - jaccard index

KW - kernel methods

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U2 - 10.1109/TCYB.2017.2761798

DO - 10.1109/TCYB.2017.2761798

M3 - Article

SN - 2168-2267

VL - 48

SP - 3184

EP - 3196

JO - IEEE Transactions on Cybernetics

JF - IEEE Transactions on Cybernetics

IS - 11

M1 - 8089806

ER -

On the definiteness of earth mover's distance and its relation to set intersection

ASJC Scopus Subject Areas

Keywords

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