Passengers' requests clustering with k-prototype algorithm for the first-mile and last-mile (FMLM) shared-ride taxi service

Passengers' requests clustering with k-prototype algorithm for the first-mile and last-mile (FMLM) shared-ride taxi service

Shared mobility services are evolving globally. However, the first-mile and last-mile (FMLM) shared-ride taxi service poses a complex problem due to its large-scale nature and mixed-type variables (numeric and categorical features). As the input size of the problem increases exponentially, the absen...

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Bibliographic Details
Main Authors: Azimah Mohd, Lay Eng Teoh, Hooi Ling Khoo
Format: Article
Language:English
Published: Elsevier 2024-06-01
Series:Multimodal Transportation
Subjects:
First-mile
Last-mile
Shared-ride taxi
K-Prototype algorithm
Clustering analysis
Online Access:http://www.sciencedirect.com/science/article/pii/S2772586324000133

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