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liuchenxi111's Projects

atdc icon atdc

Anomalous Trajectory Detection and Classification Based on Difference and Intersection Set Distance

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[ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics Framework (START).

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Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".

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Imputation-based Time-Series Anomaly Detection with Conditional Weight-Incremental Diffusion Models, KDD 2023

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DiffTAD: Denoising Diffusion Probabilistic Models for Vehicle Trajectory Anomaly Detection

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跟随侯大神脚步

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[ICDE'23]''Online Anomalous Subtrajectory Detection on Road Networks with Deep Reinforcement Learning''

track_sequence_anomaly_detection icon track_sequence_anomaly_detection

由时间空间成对组成的轨迹序列,通过循环神经网络lstm,自编码器auto-encode,时空密度聚类st-dbscan做异常检测

wang_graduate icon wang_graduate

trajectory recovery; trajectory anomaly detection; 轨迹修复; 轨迹异常检测

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