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City2vec: Urban knowledge discovery based on population mobile network
Due to the needs of social and economic development, population movements between
cities often occur on a large scale. Spontaneous population movements between cities …
cities often occur on a large scale. Spontaneous population movements between cities …
A comprehensive systematic review of machine learning in the retail industry: classifications, limitations, opportunities, and challenges
Abstract Machine learning has profoundly transformed various industries, notably
revolutionizing the retail sector through diverse applications that significantly enhance …
revolutionizing the retail sector through diverse applications that significantly enhance …
Multi-label classification with deep learning for retail recommendation
Selecting the right retail business for a location is crucial for the success of a business
because it determines the likelihood of favourable return on investment. One common …
because it determines the likelihood of favourable return on investment. One common …
Site selection and prediction of urban emergency shelter based on VGAE-RF model
Y Wang, Y Han, A Luo, S Xu, J Chen, W Liu - Scientific Reports, 2024 - nature.com
As urban development accelerates and natural disasters occur more frequently, the urgency
of develo** effective emergency shelter planning strategies intensifies. The shelter …
of develo** effective emergency shelter planning strategies intensifies. The shelter …
[HTML][HTML] Novel CNN-Based Approach for reading urban form data in 2D images: An application for predicting restaurant location in Seoul, Korea
J Yang, Y Kwon - ISPRS International Journal of Geo-Information, 2023 - mdpi.com
Artificial intelligence (AI) has demonstrated its ability to complete complex tasks in various
fields. In urban studies, AI technology has been utilized in some limited domains, such as …
fields. In urban studies, AI technology has been utilized in some limited domains, such as …
Validating gravity-based market share models using large-scale transactional data
Customer patronage behavior has been widely studied in market share modeling contexts,
which is an essential step toward estimating retail sales and finding new store locations in a …
which is an essential step toward estimating retail sales and finding new store locations in a …
[HTML][HTML] Geographical determinants of regional retail Sales: Evidence from 12,500 retail shops in Qiannan County, China
W Wang, L Wang, X Wang, Y Wang - ISPRS International Journal of Geo …, 2022 - mdpi.com
The rapid development of the Chinese economy has stimulated consumer demand and
brought huge opportunities for the retail industry. Previous studies have emphasized the …
brought huge opportunities for the retail industry. Previous studies have emphasized the …
[HTML][HTML] Location optimization of offline physical stores based on mnl model under bops omnichannel
P Wan, J Zhang, Y Liu, X Jiang - Journal of Theoretical and Applied …, 2022 - mdpi.com
With the continuous upgrading of consumer demand and retail modes, more and more
retailers are switching to an omnichannel retail mode. In order to study the location problem …
retailers are switching to an omnichannel retail mode. In order to study the location problem …
Comparative analysis of machine learning techniques in optimal site selection
A Aurnab, S Choudhury, SR Ruhan, SM Rifaiya Abrar… - 2023 - dspace.bracu.ac.bd
Site selection is a crucial aspect of many businesses, as a company's location can sig
nificantly impact its success. In recent years, machine learning techniques have been …
nificantly impact its success. In recent years, machine learning techniques have been …
Site selection of precast concrete component factory based on PCA and GIS
S Wang, Y Ruan, W Hu - Advances in Civil Engineering, 2022 - Wiley Online Library
In China, with the expansion of the prefabricated construction market, the demand for
precast concrete (PC) components is increasing and the construction of production plants to …
precast concrete (PC) components is increasing and the construction of production plants to …