A comparative study of demand forecasting models for a multi-channel retail company : a novel hybrid machine learning approach
Arnab Mitra, Arnav Jain, Avinash Kishore, Pravin Kumar
| Year of publication: |
2022
|
|---|---|
| Authors: | Mitra, Arnab ; Jain, Arnav ; Kishore, Avinash ; Kumar, Pravin |
| Published in: |
Operations research forum. - Cham : Springer International Publishing, ISSN 2662-2556, ZDB-ID 2978290-9. - Vol. 3.2022, 4, Art.-No. 58, p. 1-22
|
| Subject: | AdaBoost | Demand forecasting | Gradient boosting | Machine learning | Random forest | Statistical methods | XGBoost | Künstliche Intelligenz | Artificial intelligence | Prognoseverfahren | Forecasting model | Lieferkette | Supply chain | Nachfrage | Demand | Neuronale Netze | Neural networks |
Online Resource
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1007/s43069-022-00166-4 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10013461968