Classification success of six machine learning algorithms in radar ornithology

Isabel M. D. Rosa; Ana Teresa Marques; Gustavo Palminha; Hugo Costa; Miguel Mascarenhas; Carlos Fonseca; Joana Bernardino

doi:10.1111/ibi.12333

Classification success of six machine learning algorithms in radar ornithology

Isabel M. D. Rosa
, Ana Teresa Marques
, Gustavo Palminha
, Hugo Costa
, Miguel Mascarenhas
, Carlos Fonseca
, Joana Bernardino

Ysgol Gwyddorau Amgylcheddol a Naturiol

Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

Iaith wreiddiol	Saesneg
Tudalennau (o-i)	28-42
Cyfnodolyn	Ibis
Cyfrol	158
Rhif cyhoeddi	1
Dyddiad ar-lein cynnar	6 Tach 2015
Dynodwyr Gwrthrych Digidol (DOIs)	https://doi.org/10.1111/ibi.12333
Statws	Cyhoeddwyd - Ion 2016

Mynediad at Ddogfen

10.1111/ibi.12333

Dyfynnu hyn

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title = "Classification success of six machine learning algorithms in radar ornithology",

keywords = "accuracy, bird collisions, hierarchical classification, radar target classification, random forests, sensitivity and specificity",

author = "Rosa, \{Isabel M. D.\} and Marques, \{Ana Teresa\} and Gustavo Palminha and Hugo Costa and Miguel Mascarenhas and Carlos Fonseca and Joana Bernardino",

year = "2016",

month = jan,

doi = "10.1111/ibi.12333",

language = "English",

volume = "158",

pages = "28--42",

journal = "Ibis",

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T1 - Classification success of six machine learning algorithms in radar ornithology

AU - Rosa, Isabel M. D.

AU - Marques, Ana Teresa

AU - Palminha, Gustavo

AU - Costa, Hugo

AU - Mascarenhas, Miguel

AU - Fonseca, Carlos

AU - Bernardino, Joana

PY - 2016/1

Y1 - 2016/1

KW - accuracy

KW - bird collisions

KW - hierarchical classification

KW - radar target classification

KW - random forests

KW - sensitivity and specificity

U2 - 10.1111/ibi.12333

DO - 10.1111/ibi.12333

M3 - Article

SN - 0019-1019

VL - 158

SP - 28

EP - 42

JO - Ibis

JF - Ibis

IS - 1

ER -