Time-Series Data Mining in Transportation: A Case Study on Singapore Public Train Commuter Travel Patterns

• Main Authors: KAM, Tin Seong, LEE, Roy Ka Wei
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2014
• Subjects: Smart Card; Transportation; Time Series; Data Mining; Large Time Series Data; Computer Sciences; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/2100; https://ink.library.smu.edu.sg/context/sis_research/article/3099/viewcontent/C92___Time_Series_Data_Mining_in_Transportation_A_Case_Study_on_Singapore_Public_Train_Commuter_Travel_Patterns__ICCUE2014_.pdf
• Institution: Singapore Management University

The adoption of smart cards technologies and automated data collection systems (ADCS) in transportation domain had provided public transport planners opportunities to amass a huge and continuously increasing amount of time-series data about the behaviors and travel patterns of commuters. However the...