A Three-Layer LSTM Approach for Proactive Train Schedule Variability Alerts for Individuals with Reduced Mobility

Individuals with reduced mobility rely on accurate information to navigate transit systems effectively. Proactive notifications about Train Schedule Variability (TSV) can significantly enhance their travel experience by providing timely alerts on potential delays. This paper introduces a three-layer...

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Bibliographic Details
Published in:	IEEE/IFIP Network Operations and Management Symposium pp. 1 - 10
Main Authors:	Dardour, Mayssa, Mosbah, Mohamed, Ahmed, Toufik
Format:	Conference Proceeding
Language:	English
Published:	IEEE 12.05.2025
Subjects:	Accuracy Delays Edge computing Fault detection Hierarchical Clustering Approach (HCA) Indexes Long short term memory LSTM Predictive models Reduced mobility Schedules Through-silicon vias Time series analysis Train Schedule Variability (TSV) Variability Assignment Score (VAS) Variability Index (VI) Wheelchairs
ISSN:	2374-9709
Online Access:	Get full text
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