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MVCF-TMI: A Travel Mode Identification Framework via Contrastive Fusion of Multi-View Trajectory Representations

Travel mode identification (TMI) plays a crucial role in intelligent transportation systems by accurately identifying travel modes from Global Positioning System (GPS) trajectory data. Given that trajectory data inherently exhibit spatial and kinematic patterns that complement each other, recent TMI...

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Principais autores: Yutian Lei, Xuefeng Guan, Huayi Wu
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2025-04-01
Serier:ISPRS International Journal of Geo-Information
Fag:
travel mode identification
GPS trajectories
deep learning
multi-view learning
contrastive learning
Online adgang:https://www.mdpi.com/2220-9964/14/4/169
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