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

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

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...

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Bibliographic Details
Main Authors: LEE, Roy Ka Wei, KAM, Tin Seong
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2014
Subjects:
Time-series
data mining
smart card
big data
transportation
Databases and Information Systems
Transportation
Online Access:https://ink.library.smu.edu.sg/sis_research/2448
https://ink.library.smu.edu.sg/context/sis_research/article/3447/viewcontent/Time_Series_Data_Mining_in_Transportation.pdf
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Institution: Singapore Management University
Language: English

Internet

https://ink.library.smu.edu.sg/sis_research/2448
https://ink.library.smu.edu.sg/context/sis_research/article/3447/viewcontent/Time_Series_Data_Mining_in_Transportation.pdf

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