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Transporation mode detection using random forest

Published on Oct 23, 20181017 Views

This paper addresses transportation mode detection for a mobile phone user using machine learning and based on mobile phone sensor data. We describe our approach to data collection, preprocessing and

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Chapter list

Transportation Mode Detection using Random Forest00:00
Motivation00:10
Goals01:27
Our approach01:50
Feature domains03:47
Extraction of peak-based features05:29
Evaluation07:13
Feature sets08:03
Results - 108:40
Feature selection09:38
Results - 211:29
Conclusion11:51