Demand forecasting for fashion products: A systematic review

K Swaminathan, R Venkitasubramony - International Journal of Forecasting, 2024 - Elsevier
Fashion is one of the most challenging categories for forecasting demand. Our study
provides a systematic literature review of the different forecasting techniques used in the …

Daily Sales Forecasting for Variable-Priced Items in Retail Business

C Auppakorn, N Phumchusri - … of the 4th International Conference on …, 2022 - dl.acm.org
Modern retail business manages products from various sources to serve consumers. To be
able to respond to customers' needs, accurate sales forecasting is essential to prepare …

Machine Learning Methods for Forecasting Intermittent Tin Ore Production

NDA Rahmah, B Handoko… - Jurnal RESTI (Rekayasa …, 2024 - jurnal.iaii.or.id
Effective production forecasting is important for resource planning and management in the
mining industry. Tin ore production from Cutter Section Dredges (CSD) may fluctuate due to …

[PDF][PDF] Sales forecasting in fashion retail chain: A case study in Vietnam

T Au, G Phan - 2022 - openaccess.nhh.no
Sales forecasting is the key to the success of a supply chain, especially in the fashion
industry. Vietnam is a major apparel supplier for international brands and has a dynamic …

[PDF][PDF] Algoritmo de transshipment lateral híbrido aplicado numa estrutura omnicanal de retalho de moda-uma abordagem machine learning

RFAV de Macedo - 2024 - repositorio-aberto.up.pt
O setor da moda caracteriza-se pela rápida evolução e mutação dos gostos e preferências
dos consumidores, resultando numa grande variedade de oferta e num mercado altamente …

Machine Learning Approaches for Aftermarket Demand Forecasting: Tackling Intermittent Time Series Challenges

SK Rajavelloo - 2023 - spectrum.library.concordia.ca
This thesis addresses the significant challenge of achieving precise demand prediction
within the aviation aftermarket maintenance and spare parts management sector …

Forecasting a FastMoving Consumer Goods (FMCG) Company's Customer Repurchase Behavior via Classification Machine Learning Models

H Josephine, D Rajan, J Joy - … of the 5th International Conference on …, 2023 - dl.acm.org
With numerous businesses offering clients equivalent products, the FMCG (Fast Moving
Consumer Goods) industry is very competitive. Retaining client loyalty and encouraging …

Yapay sinir ağı metodu ile bir tekstil firmasında hammadde siparişi için talep tahmini uygulaması= Fabric order demand forecast application in a textile company with …

E Büşra - 2022 - acikerisim.sakarya.edu.tr
Bu çalışmada, bir tekstil firmasının kumaş sipariş miktarını geçmiş verilere dayanarak yapay
sinir ağı yöntemiyle talep tahmini çalışması ile kumaş sipariş miktarının tahmin edilmesi …

A Comprehensive Analysis of Retail Sales Forecasting Using Machine Learning and Deep Learning Methods

BS Suresh, M Suresh - … on Data Science and Network Security …, 2023 - ieeexplore.ieee.org
Sales forecasting is important in item production, transportation, and supply chain
management, and it has been recognized by both academics and practitioners. A large …

Identifying drivers of forecasting model performance for highly intermittent SKU demand

M Sigwarth - 2021 - lutpub.lut.fi
In the area of demand forecasting, stock-keeping unit (SKU) demand forecasting for
inventory management presents a unique challenge to the forecaster because of its high …