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 …

Demand forecasting in retail operations for fashionable products: methods, practices, and real case study

S Ren, HL Chan, T Siqin - Annals of Operations Research, 2020 - Springer
Demand forecasting for the fashionable products is still a difficult task for both academia and
industry regardless of how many effective approaches have been investigated and studied …

Forecastpfn: Synthetically-trained zero-shot forecasting

S Dooley, GS Khurana, C Mohapatra… - Advances in …, 2024 - proceedings.neurips.cc
The vast majority of time-series forecasting approaches require a substantial training
dataset. However, many real-life forecasting applications have very little initial observations …

[图书][B] The dirty side of the garment industry: Fast fashion and its negative impact on environment and society

N Anguelov - 2015 - books.google.com
The textile industry is currently one of the biggest industries practicing labor violations and
use of environmentally hazardous processes. This book presents an expert overview of the …

Googling fashion: forecasting fashion consumer behaviour using google trends

ES Silva, H Hassani, DØ Madsen, L Gee - Social Sciences, 2019 - mdpi.com
This paper aims to discuss the current state of Google Trends as a useful tool for fashion
consumer analytics, show the importance of being able to forecast fashion consumer trends …

Examining the impact of upstream and downstream relationship stability and concentration on firms' financial performance

J Gu, X Shi, P Wang, X Xu - Journal of Business Research, 2022 - Elsevier
Maintaining a healthy buyer–supplier relationship enhances the competence of the firm and
the entire supply chain. This study examines the stability and concentration of both the …

Sales forecasting for fashion retailing service industry: a review

N Liu, S Ren, TM Choi, CL Hui… - Mathematical Problems in …, 2013 - Wiley Online Library
Sales forecasting is crucial for many retail operations. It is especially critical for the fashion
retailing service industry in which product demand is very volatile and product's life cycle is …

[HTML][HTML] Business analytics in manufacturing: Current trends, challenges and pathway to market leadership

YM Omar, M Minoufekr, P Plapper - Operations Research Perspectives, 2019 - Elsevier
The manufacturing sector is under constant pressure to increase profitability in a growingly
competitive international market in which differentiation is not tied to manufactured products …

A survey on retail sales forecasting and prediction in fashion markets

S Beheshti-Kashi, HR Karimi, KD Thoben… - Systems Science & …, 2015 - Taylor & Francis
Sales forecasting is an essential task in retailing. In particular, consumer-oriented markets
such as fashion and electronics face uncertain demands, short life cycles and a lack of …

A two-stage stochastic programming approach for identifying optimal postponement strategies in supply chains with uncertain demand

C Weskamp, A Koberstein, F Schwartz, L Suhl, S Voß - Omega, 2019 - Elsevier
In the course of globalization, applying mass-customization strategies has led to a high
diversity of variants in many economic sectors. Thus, customer demands are often less …