AI4CITY-An Automated Machine Learning Platform for Smart Cities

Pedro Jose Pereira, Carlos Goncalves, Lara Lopes Nunes,Paulo Cortez,Andre Pilastri

38TH ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING, SAC 2023(2023)

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摘要
Nowadays, the general interest in Machine Learning (ML) based solutions is increasing. However, to develop and deploy a ML solution often requires experience and it involves developing large code scripts. In this paper, we propose AI4CITY, an automated technological platform that aims to reduce the complexity of designing ML solutions, with a particular focus on Smart Cities applications. We compare our solution with popular Automated ML (AutoML) tools (e.g., H2O, AutoGluon) and the results achieved by AI4CITY were quite interesting and competitive.
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关键词
Automated Machine Learning,Smart Cities,Supervised Learning
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