Leveraging machine learning techniques and engineering of multi-nature features for national daily regional ambulance demand prediction

• المؤلفون الرئيسيون: Lin, Adrian Xi, Ho, Andrew Fu Wah, Cheong, Kang Hao, Li, Zengxiang, Cai, Wentong, Chee, Marcel Lucas, Ng, Yih Yng, Xiao, Xiaokui, Ong, Marcus Eng Hock
• مؤلفون آخرون: School of Computer Science and Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2021
• الموضوعات: Science::Medicine; Demand Prediction; Ambulance Deployment
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/145729
• المؤسسة: Nanyang Technological University

The accurate prediction of ambulance demand provides great value to emergency service providers and people living within a city. It supports the rational and dynamic allocation of ambulances and hospital staffing, and ensures patients have timely access to such resources. However, this task has been...