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Keywords: Machine learning
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Journal Articles
Forecasting fashion retail sales in Brazil: a case study before, during and after COVID-19
Open Access
Journal:
Revista de Gestão
Revista de Gestao (2025) 32 (4): 345–360.
Published: 07 November 2025
...André Garcia Padilha; Veridiana Rotondaro Pereira; Orlando Yesid Esparza Albarracin Purpose This study analyzes the sales behavior of a Brazilian fashion retailer before, during, and after the COVID-19 pandemic, aiming to generate short-term forecasts using machine learning models. The pandemic’s...
Includes: Supplementary data
Journal Articles
Journal:
Revista de Gestão
Revista de Gestao (2024) 31 (2): 237–250.
Published: 25 October 2022
.../legalcode Artificial intelligence (AI) is increasingly present in everyday life, as the fast development of machine learning (ML) techniques has made it possible to create applications such as recommendations for financial products (Farquad, Ravi, & Raju, 2012), algorithms for detecting credit...
Journal Articles
Journal:
Revista de Gestão
Revista de Gestao (2021) 28 (3): 205–222.
Published: 16 July 2021
... articles published between 2012 and 2019. Findings The findings reveal that techniques of big data analytics, machine learning algorithms and technologies predominantly related to computer science and cloud computing are used on decision support systems. Another finding was that the main areas...
