Predicting Machine Learning Pipeline Runtimes in the Context of Automated Machine Learning

Felix Vivian Mohr; Eyke Hüllermeier; Marcel Wever; Alexander Tornede

doi:10.1109/tpami.2021.3056950

Predicting Machine Learning Pipeline Runtimes in the Context of Automated Machine Learning

Título traducido de la contribución: Predicting Machine Learning Pipeline Runtimes in the Context of Automated Machine Learning

Felix Vivian Mohr (Primer Autor)
, Eyke Hüllermeier (Cuarto Autor)
, Marcel Wever (Segundo Autor)
, Alexander Tornede (Tercer Autor)

paderborn universit

Producción científica: Contribución a una revista › Artículo › revisión exhaustiva

44 Citas (Scopus)

Título traducido de la contribución	Predicting Machine Learning Pipeline Runtimes in the Context of Automated Machine Learning
Idioma original	Indefinido/desconocido
Páginas (desde-hasta)	3055-3066
Número de páginas	11
Publicación	IEEE Transactions on Pattern Analysis and Machine Intelligence
DOI	https://doi.org/10.1109/tpami.2021.3056950
Estado	Publicada - 18 ene. 2021

Clasificación de Articulo

Artículo completo de investigación

Indexación Internacional (Artículo)

Ninguno

Scopus-Q Quartil

Q1

ISI- Q Quartil

Ninguno

Categoría Publindex

Ninguno

Acceder al documento

10.1109/tpami.2021.3056950Licencia: CC BY-ND

https://ieeexplore.ieee.org/document/9347828Licencia: CC BY-ND

Citar esto

@article{bce35e082fbd4b8fbff7707ace95fc6b,

title = "Predicting Machine Learning Pipeline Runtimes in the Context of Automated Machine Learning",

author = "Mohr, \{Felix Vivian\} and Eyke H{\"u}llermeier and Marcel Wever and Alexander Tornede",

year = "2021",

month = jan,

day = "18",

doi = "10.1109/tpami.2021.3056950",

language = "Indefinido/desconocido",

pages = "3055--3066",

journal = "IEEE Transactions on Pattern Analysis and Machine Intelligence",

issn = "0162-8828",

publisher = "IEEE Computer Society",

}

Predicting Machine Learning Pipeline Runtimes in the Context of Automated Machine Learning. / Mohr, Felix Vivian (Primer Autor); Hüllermeier, Eyke (Cuarto Autor); Wever, Marcel (Segundo Autor) et al.
En: IEEE Transactions on Pattern Analysis and Machine Intelligence, 18.01.2021, p. 3055-3066.

Producción científica: Contribución a una revista › Artículo › revisión exhaustiva

TY - JOUR

T1 - Predicting Machine Learning Pipeline Runtimes in the Context of Automated Machine Learning

AU - Mohr, Felix Vivian

AU - Wever, Marcel

AU - Tornede, Alexander

A2 - Hüllermeier, Eyke

PY - 2021/1/18

Y1 - 2021/1/18

U2 - 10.1109/tpami.2021.3056950

DO - 10.1109/tpami.2021.3056950

M3 - Artículo

SN - 0162-8828

SP - 3055

EP - 3066

JO - IEEE Transactions on Pattern Analysis and Machine Intelligence

JF - IEEE Transactions on Pattern Analysis and Machine Intelligence

ER -