Machine learning methods for data-driven demand estimation and assortment planning considering cross-selling and substitutions
Zhen-Yu Chen, Zhi-Ping Fan, Minghe Sun
| Year of publication: |
2023
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|---|---|
| Authors: | Chen, Zhen-Yu ; Fan, Zhi-Ping ; Sun, Minghe |
| Published in: |
INFORMS journal on computing : JOC ; charting new directions in operations research and computer science ; a journal of the Institute for Operations Research and the Management Sciences. - Linthicum, Md. : INFORMS, ISSN 1526-5528, ZDB-ID 2004082-9. - Vol. 35.2023, 1, p. 158-177
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| Subject: | machine learning | data-driven optimization | assortment planning | data analytics | demand forecasting | Künstliche Intelligenz | Artificial intelligence | Prognoseverfahren | Forecasting model | Nachfrage | Demand | Sortiment | Retail assortment | Algorithmus | Algorithm | Big Data | Big data | Data Analytics | Data analytics |
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1287/ijoc.2022.1251 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10014327391