Parking availability prediction using regression methods and machine learning

• Main Author: Ng, Michael Mun Hoe
• Other Authors: Wang Zhiwei
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Engineering; Parking prediction; Regression methods; Machine learning
• Online Access: https://hdl.handle.net/10356/177882
• Institution: Nanyang Technological University

This paper explores the application of regression methods and machine learning techniques for predicting parking availability, a crucial aspect of urban infrastructure management. The motivation behind this research lies in the increasingly pressing need to address urban congestion, a multifaceted...