Retail sales forecasting with meta-learning
type: Item
instance of: scholarly article
title: Retail sales forecasting with meta-learning
zbMATH Open document ID: 1487.62152
author: Shaohui Ma
author: Robert Fildes
published in: European Journal of Operational Research
publication date: 2021-06-03T00:00:00Z
Mathematics Subject Classification ID: 62P20
Mathematics Subject Classification ID: 62M20
Mathematics Subject Classification ID: 68T05
zbMATH DE Number: 7354069
zbMATH Keywords: forecasting
zbMATH Keywords: big data
zbMATH Keywords: retail sales forecasting
zbMATH Keywords: machine learning
zbMATH Keywords: forecasting many time series
zbMATH Keywords: meta-learning
zbMATH Keywords: deep learning
describes a project that uses: forecast
describes a project that uses: ByteNet
describes a project that uses: FFORMA
describes a project that uses: elmNNRcpp
describes a project that uses: DeepAR
describes a project that uses: WaveNet
describes a project that uses: Forecast
describes a project that uses: e1071
describes a project that uses: XGBoost
describes a project that uses: Adam
describes a project that uses: tsutils
describes a project that uses: tsfeatures
describes a project that uses: NOEMON
describes a project that uses: glmnet
describes a project that uses: ranger
describes a project that uses: Tensor2Tensor
MaRDI profile type: Publication
full work available at URL: j.ejor.2020.05.038
OpenAlex ID: W3029422813
cites work: Random forests
cites work: Q3093335
cites work: Greedy function approximation: A gradient boosting machine.
cites work: Selecting rows and columns for training support vector regression models with large retail datasets
cites work: NOEMON: Design, implementation and performance results of an intelligent assistant for classifier selection
cites work: Accommodating heterogeneity and nonlinearity in price effects for predicting brand sales and profits
cites work: Demand forecasting with high dimensional data: the case of SKU retail sales forecasting with intra- and inter-category promotional information
cites work: An application of support vector machines to sales forecasting under promotions
cites work: Q2934059
DOI: 10.1016/J.EJOR.2020.05.038
description: scientific article; zbMATH DE number 7354069