Assessing machine learning and data imputation approaches to handle the issue of data sparsity in sports forecasting

Daniel Memmert; Fabian Wunderlich; Henrik Biermann; Weiran Yang; Manuel Bassek; Dominik Raabe; nico elbert; Marc Garnica Caparrós

doi:10.1007/s10994-024-06651-7

Assessing machine learning and data imputation approaches to handle the issue of data sparsity in sports forecasting

Daniel Memmert, Fabian Wunderlich, Henrik Biermann, Weiran Yang, Manuel Bassek, Dominik Raabe, nico elbert, Marc Garnica Caparrós

Abteilung Sportinformatik und Sportspielforschung

Julius-Maximilians-Universität Würzburg

Publikation: Beitrag in Fachzeitschrift › Zeitschriftenaufsätze › Forschung › Begutachtung

Originalsprache	Englisch
Zeitschrift	Machine Learning
DOIs	https://doi.org/10.1007/s10994-024-06651-7
Publikationsstatus	Veröffentlicht - 28.01.2025

Zugriff auf Dokument

10.1007/s10994-024-06651-7

Zitation

@article{f7b835a8d37e4e81b67b04a17a3a596b,

title = "Assessing machine learning and data imputation approaches to handle the issue of data sparsity in sports forecasting",

author = "Daniel Memmert and Fabian Wunderlich and Henrik Biermann and Weiran Yang and Manuel Bassek and Dominik Raabe and nico elbert and {Garnica Caparr{\'o}s}, Marc",

year = "2025",

month = jan,

day = "28",

doi = "10.1007/s10994-024-06651-7",

language = "English",

journal = "Machine Learning",

issn = "0885-6125",

publisher = "Springer Netherlands",

}

TY - JOUR

T1 - Assessing machine learning and data imputation approaches to handle the issue of data sparsity in sports forecasting

AU - Memmert, Daniel

AU - Wunderlich, Fabian

AU - Biermann, Henrik

AU - Yang, Weiran

AU - Bassek, Manuel

AU - Raabe, Dominik

AU - elbert, nico

AU - Garnica Caparrós, Marc

PY - 2025/1/28

Y1 - 2025/1/28

U2 - 10.1007/s10994-024-06651-7

DO - 10.1007/s10994-024-06651-7

M3 - Journal articles

SN - 0885-6125

JO - Machine Learning

JF - Machine Learning

ER -