Machine learning for travel mode detection

09:40-09:55, January 28 @ 1BC

Talk/ Overview

Travel mode detection plays a key role in understanding personal mobility. We (company name) put the technologies to detect travel mode at a large-scale commercial test, using them on a daily basis to classify tens of thousands of public transport journeys throughout Switzerland. In this talk, we share our experience in applying transport mode detection techniques in a product setting. We're going to talk about performance and tradeoffs for both traditional methods based on statistical features and more modern ones based on neural networks.

Talk/ Speakers

Roman Prokofyev

Chief Scientist, FAIRTIQ

Talk/ Slides

Download the slides for this talk.Download ( PDF, 9822.23 MB)

AMLD / Global partners