AI4CITY - An Automated Machine Learning Platform for Smart Cities
AI4CITY - An Automated Machine Learning Platform for Smart Cities
P. Pereira,Carlos Gonçalves,2 Authors,A. Pilastri
TLDR
This paper proposes AI4CITY, an automated technological platform that aims to reduce the complexity of designing ML solutions, with a particular focus on Smart Cities applications, and compares the solution with popular Automated ML (AutoML) tools.
Abstract
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.