Analyzing Taiwanese Traffic Patterns on Consecutive Holidays Through Forecast Reconciliation and Prediction-Based Anomaly Detection Techniques

Analyzing Taiwanese Traffic Patterns on Consecutive Holidays Through Forecast Reconciliation and Prediction-Based Anomaly Detection Techniques

This study explores traffic patterns on Taiwanese highways during consecutive holidays, with a focus on understanding the behavior of Taiwanese highway traffic. We propose a prediction-based detection method for identifying highway traffic anomalies using reconciled ordinary least squares (OLS) fore...

Full description

Saved in:
Bibliographic Details
Main Authors: Mahsa Ashouri, Frederick Kin Hing Phoa, Marzia Angela Cremona
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Hierarchical and grouped forecasting
linear regression
reconciling forecast
traffic anomalies
traffic patterns
Online Access:https://ieeexplore.ieee.org/document/11045382/
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://ieeexplore.ieee.org/document/11045382/

Similar Items