Data Cleaning and AutoML: Would an Optimizer Choose to Clean?

Publikation: Beitrag in FachzeitschriftArtikelForschungPeer-Review

Autoren

  • Felix Neutatz
  • Binger Chen
  • Yazan Alkhatib
  • Jingwen Ye
  • Ziawasch Abedjan

Externe Organisationen

  • Technische Universität Berlin
Forschungs-netzwerk anzeigen

Details

OriginalspracheEnglisch
Aufsatznummer2
Seiten (von - bis)121-130
Seitenumfang10
FachzeitschriftDatenbank-Spektrum
Jahrgang22
Ausgabenummer2
Frühes Online-Datum13 Mai 2022
PublikationsstatusVeröffentlicht - 2022

Zitieren

Data Cleaning and AutoML: Would an Optimizer Choose to Clean? / Neutatz, Felix; Chen, Binger; Alkhatib, Yazan et al.
in: Datenbank-Spektrum, Jahrgang 22, Nr. 2, 2, 2022, S. 121-130.

Publikation: Beitrag in FachzeitschriftArtikelForschungPeer-Review

Neutatz, F, Chen, B, Alkhatib, Y, Ye, J & Abedjan, Z 2022, 'Data Cleaning and AutoML: Would an Optimizer Choose to Clean?', Datenbank-Spektrum, Jg. 22, Nr. 2, 2, S. 121-130. https://doi.org/10.1007/s13222-022-00413-2
Neutatz, F., Chen, B., Alkhatib, Y., Ye, J., & Abedjan, Z. (2022). Data Cleaning and AutoML: Would an Optimizer Choose to Clean? Datenbank-Spektrum, 22(2), 121-130. Artikel 2. https://doi.org/10.1007/s13222-022-00413-2
Neutatz F, Chen B, Alkhatib Y, Ye J, Abedjan Z. Data Cleaning and AutoML: Would an Optimizer Choose to Clean? Datenbank-Spektrum. 2022;22(2):121-130. 2. Epub 2022 Mai 13. doi: 10.1007/s13222-022-00413-2
Neutatz, Felix ; Chen, Binger ; Alkhatib, Yazan et al. / Data Cleaning and AutoML : Would an Optimizer Choose to Clean?. in: Datenbank-Spektrum. 2022 ; Jahrgang 22, Nr. 2. S. 121-130.
Download
@article{7e3795084ea0423588ae04c61caf1182,
title = "Data Cleaning and AutoML: Would an Optimizer Choose to Clean?",
author = "Felix Neutatz and Binger Chen and Yazan Alkhatib and Jingwen Ye and Ziawasch Abedjan",
note = "This work was funded by the German Ministry for Education and Research as BIFOLD – Berlin Institute for the Foundations of Learning and Data (ref. 01IS18025A and ref. 01IS18037A). We thank Henrik Tipp.",
year = "2022",
doi = "10.1007/s13222-022-00413-2",
language = "English",
volume = "22",
pages = "121--130",
number = "2",

}

Download

TY - JOUR

T1 - Data Cleaning and AutoML

T2 - Would an Optimizer Choose to Clean?

AU - Neutatz, Felix

AU - Chen, Binger

AU - Alkhatib, Yazan

AU - Ye, Jingwen

AU - Abedjan, Ziawasch

N1 - This work was funded by the German Ministry for Education and Research as BIFOLD – Berlin Institute for the Foundations of Learning and Data (ref. 01IS18025A and ref. 01IS18037A). We thank Henrik Tipp.

PY - 2022

Y1 - 2022

U2 - 10.1007/s13222-022-00413-2

DO - 10.1007/s13222-022-00413-2

M3 - Article

VL - 22

SP - 121

EP - 130

JO - Datenbank-Spektrum

JF - Datenbank-Spektrum

IS - 2

M1 - 2

ER -