A deep learning approach for product detection in intelligent retail environment

G Pazzaglia, M Mameli… - International …, 2021 - asmedigitalcollection.asme.org
… The aspects listed are all important to the operation of a retail store… ’s buying process and
thus increasing the retailer’s profit. A … In the context of retail, and specifically planograms, …

RETaIL: A Machine Learning-Based Item-Level Localization System in Retail Environment

AV Sanjay - … 2017, Edinburgh, UK, December 11–13, 2017 …, 2018 - books.google.com
… The model we propose is a machine learning model instead of … in the case of retail environment
with disorganized interference… machine learning models and one unsupervised machine

Customer churn in retail e-commerce business: Spatial and machine learning approach

K Matuszelański, K Kopczewska - Journal of Theoretical and Applied …, 2022 - mdpi.com
… in the example of an e-commerce retail store operating in Brazil. Our … At the modelling stage,
we apply machine learning extreme … of a customer’s environment can serve as a valuable …

Artificial intelligence in retailing

I Kircova, MH Saglam, SG Kose - University of South …, 2021 - digitalcommons.usf.edu
… Advances in Artificial Intelligence and Machine Learning technologies have brought a …
with retailers (Oh & Polidan, 2018, p.32). In this highly competitive environment, retailers must …

Key technological advancements in retail

P Mathur, P Mathur - Machine Learning Applications Using Python: Cases …, 2019 - Springer
… All these concerns need to be sorted out before machine learning in retail actually starts …
to move into production or is being used in a production environment, such as retail stores, etc. …

Strategizing retailing in the new technology era

D Grewal, DK Gauri, AL Roggeveen, R Sethuraman - Journal of Retailing, 2021 - Elsevier
environment. Recognizing that we are at a critical inflection point in the world of retailing, we
conceptualize a Strategic Wheel of Retailing … (AI), machine learning, virtual reality, big data, …

Daily retail demand forecasting using machine learning with emphasis on calendric special days

J Huber, H Stuckenschmidt - International Journal of Forecasting, 2020 - Elsevier
… that the customers as well as the market environments (eg, comparable competitors) of the
… whether machine learning methods are able to outperform established approaches for retail

Advancements in Retail Price Optimization: Leveraging Machine Learning Models for Profitability and Competitiveness

MA Rahman, C Modak… - Journal of Business …, 2024 - al-kindipublisher.com
… addresses retail price optimization as a regression problem, utilizing machine learning models
to … sustainable growth and competitiveness in an increasingly dynamic retail environment. …

[HTML][HTML] A machine learning framework for predicting weather impact on retail sales

H Chan, MIM Wahab - Supply Chain Analytics, 2024 - Elsevier
… The use of weather for forecasting retail sales is also a fairly new area of study. Several
recent developments in technology and the environment have made this area of study more …

Modelling near-real-time order arrival demand in e-commerce context: a machine learning predictive methodology

KH Leung, DY Mo, GTS Ho, CH Wu… - Industrial Management & …, 2020 - emerald.com
… orders in three different retailers at three-hour intervals. … Methodologically, this paper
presents a machine learningenvironments through integrations of machine learning algorithms. …