Accurate and reliable demand forecasting is crucial for decision-making in assortment
planning, store location, and various operational aspects. This study proposes a hybrid TS …

The research presents an analysis of grain production and export capacity in Ukraine from
2010-2021. The major general factors that have recently affected the country's …

Nowadays, due to the developments in technology and the effects of the pandemic, people
have largely switched to e-commerce instead of traditional face-to-face commerce. In this …

Abstract Consumer Packaged Goods (CPG) play a pivotal role in customer-centric
industries. Understanding the distinctive features of such products and how customers …

This thesis addresses the challenge of forecasting sales for individual perishable markdown
products using historical sales data and other relevant features in the form of time series …

In the retail industry, Supply Chain Management (SCM) holds significant importance as it
ensures the efficient movement of goods from suppliers to customers. In this intricate and …

Sales forecasting is one of the most important tasks in supply chain management. With
effective and accurate sales forecasts, the cost of managing the supply chain can be …

Effective demand prediction is a crucial aspect of business planning, enabling organizations
to optimize their operations and make informed decisions. The advent of big data and …

This thesis explores the use of advanced data-driven techniques for dimensioning safety
stock and optimizing inventory in a supply chain. The thesis is based on data and insights for …

This research optimizes workforce planning in fulfillment centers using machine-learning
algorithms to forecast order-picking lines. Employing the Theory of Constraints (TOC), the …