Learning heterogeneous traffic patterns for travel time prediction of bus journeys

• Main Authors: He, Peilan, Jiang, Guiyuan, Lam, Siew-KeI, Sun, Yidan
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2021
• Subjects: Engineering::Computer science and engineering; Journey Time Prediction; Bus Journey
• Online Access: https://hdl.handle.net/10356/154492
• Institution: Nanyang Technological University

In this paper, we address the problem of travel time prediction of bus journeys which consist of bus riding times (may involve multiple bus services) and also the waiting times at transfer points. We propose a novel method called Traffic Pattern centric Segment Coalescing Framework (TP-SCF) that rel...