Disentangling City-Level Macroscopic Traffic Performance Patterns through a Trigonometric Multiseasonal Filtering Algorithm: Inspiration from Big Data of Ride-Sourcing Trips

Author:

Ma Lu1,Yuan Feng2,Yan Xuedong3,Zhang Jiechao4

Affiliation:

1. Professor, Ministry of Transport Key Laboratory of Transport Industry of Big Data Application Technologies for Comprehensive Transport, School of Traffic and Transportation, Beijing Jiaotong Univ., Beijing 100044, PR China.

2. Graduate Student, School of Traffic and Transportation, Beijing Jiaotong Univ., Beijing 100044, PR China.

3. Professor, Ministry of Transport Key Laboratory of Transport Industry of Big Data Application Technologies for Comprehensive Transport, School of Traffic and Transportation, Beijing Jiaotong Univ., Beijing 100044, PR China (corresponding author).

4. Graduate Research Assistant, Dept. of Civil, Environmental, and Construction Engineering, Univ. of Central Florida, 12800 Pegasus Dr., Orlando, FL 32816.

Publisher

American Society of Civil Engineers (ASCE)

Subject

Transportation,Civil and Structural Engineering

Reference52 articles.

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2. Model-based urban road network performance measurement using travel time reliability: A case study of Addis Ababa City, Ethiopia;Assen S. M.;Am. J. Civ. Eng. Archit.,2019

3. Development of a traffic condition index (TCI) on expressways;Bok G.-C.;J. East. Asia Soc. Transp. Stud.,2009

4. Measuring congestion: Learning from operational data;Bremmer D.;Transp. Res. Rec.,2004

5. Understanding ridesplitting behavior of on-demand ride services: An ensemble learning approach;Chen X.;Transp. Res. Part C Emerging Technol.,2017

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