Non-Convex Metric Learning-Based Trajectory Clustering Algorithm

To address the issue of suboptimal clustering performance arising from the limitations of distance measurement in traditional trajectory clustering methods, this paper presents a novel trajectory clustering strategy that integrates the bag-of-words model with non-convex metric learning. Initially, t...

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Bibliographic Details

Published in:	Mathematics
Main Authors:	Xiaoyan Lei, Hongyan Wang
Format:	Article
Language:	English
Published:	MDPI AG 2025-01-01
Subjects:	trajectory clustering bag-of-words model metric learning trajectory segmentation
Online Access:	https://www.mdpi.com/2227-7390/13/3/387