Place-Centered Bus Accessibility Time Series Classification with Floating Car Data: An Actual Isochrone and Dynamic Time Warping Distance-Based k-Medoids Method

Place-Centered Bus Accessibility Time Series Classification with Floating Car Data: An Actual Isochrone and Dynamic Time Warping Distance-Based k-Medoids Method

Classifying a time series is a fundamental task in temporal analysis. This provides valuable insights into the temporal characteristics of data. Although it has been applied to traffic flow and individual-centered accessibility analysis, it has yet to be applied to place-centered accessibility resea...

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Bibliographic Details
Main Authors: Chen Wang, Si-jia Zhao, Zong-qiang Ren, Qi Long
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:ISPRS International Journal of Geo-Information
Subjects:
accessibility
isochrone
dynamic time warping
k-medoids
time series classification
floating car data
Online Access:https://www.mdpi.com/2220-9964/12/7/285

Internet

https://www.mdpi.com/2220-9964/12/7/285

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