Advanced Public Transportation System Implementation
Contents:
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Preprocessing of the location records
DBSCAN algorithm
Distance wrapper script
Travel time information extraction
Normalized distance wrapper script
Arrival time prediction
Predicion error dictionary prepartion
Prediction error for different bus-stops
Prediction error for last bus-stop
Overview of crowdedness detection solution
Opportunistic sensing of commuters’ data
Reference
Preprocessing of accelerometer data
Feature Extraction
Opportunistic Activation of GPS
Opportunistic procedure for commuter activity detection
Stepping detector
Commuter activity classifier
Transport mode classifier
Penetration Analysis
Battery Consumption Analysis
Advanced Public Transportation System Implementation
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