Time series demand forecasting on NYC taxi dataset

• 主要作者: Teh, Timothy Rui Sheng
• 其他作者: Arvind Easwaran
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2024
• 主題: Computer and Information Science; Time series forecasting
• 在線閱讀: https://hdl.handle.net/10356/180988
• 機構: Nanyang Technological University

This project investigates time series forecasting on the NYC Taxi & Limousine Commission (TLC) dataset, aiming to determine how various data preprocessing techniques and feature engineering methods can improve the accuracy of predictions. The TLC dataset, rich in information on taxi demand and s...