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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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Uloženo v:
Hlavní autoři: Azimah Mohd, Lay Eng Teoh, Hooi Ling Khoo
Médium: Artigo
Jazyk:Inglês
Vydáno: Elsevier 2024-06-01
Edice:Multimodal Transportation
Témata:
First-mile
Last-mile
Shared-ride taxi
K-Prototype algorithm
Clustering analysis
On-line přístup:http://www.sciencedirect.com/science/article/pii/S2772586324000133
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