BriefGPT.xyz
Dec, 2023
在回归任务中将变点检测和段分类统一,用于交通方式识别
Unify Change Point Detection and Segment Classification in a Regression Task for Transportation Mode Identification
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Rongsong Li, Xin Pei
TL;DR
使用GPS轨迹数据通过一种统一回归任务的方法,将旅行划分为具有监督方式的段落,并利用更多上下文信息,以高准确性和连续性得出五种交通方式的预测。
Abstract
Identifying travelers'
transportation modes
is important in transportation science and location-based services. It's appealing for researchers to leverage
gps trajectory data
to infer
→