A multi-scale attributes attention model for transport mode identification

• المؤلفون الرئيسيون: Jiang, Guiyuan, Lam, Siew-Kei, He, Peilan, Ou, Changhai, Ai, Dihao
• مؤلفون آخرون: College of Computing and Data Science
• التنسيق: مقال
• اللغة: English
• منشور في: 2024
• الموضوعات: Computer and Information Science; Travel mode identification; GPS trajectory
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/179465
• المؤسسة: Nanyang Technological University

Transport mode identification (TMI), which infers the travel modes of user trajectories, is essential to facilitate an understanding of urban mobility patterns and passengers’ choice behaviors with the goal of improving urban transportation systems. To achieve higher accuracy, existing TMI methods u...