Artificial intelligence applied to small businesses: the use of automatic feature engineering and machine learning for more accurate planning

Artificial intelligence applied to small businesses: the use of automatic feature engineering and machine learning for more accurate planning

The purpose of this study is to develop a predictive model that increases the accuracy of business operational planning using data from a small business. By using Machine Learning (ML) techniques feature expansion, resampling, and combination techniques, it was possible to address several existing...

Full description

Bibliographic Details
Main Authors: Alexandre Moreira Nascimento, Vinicius Veloso de Melo, Anna Carolina Muller Queiroz, Thomas Brashear-Alejandro, Fernando de Souza Meirelles
Format: Article
Language:English
Published: Universidade de São Paulo (USP) 2020-10-01
Series:Revista de Contabilidade e Organizações
Subjects:
Artificial intelligence
Automatic feature engineering
Machine learning
Small business
Local business
Online Access:http://www.revistas.usp.br/rco/article/view/171481

Internet

http://www.revistas.usp.br/rco/article/view/171481

Similar Items