13 citations · 13 across the 1 of their papers we have counts for
3 papers
cs.AI2020
TripMD: Driving patterns investigation via Motif Analysis
Maria Inês Silva, Roberto Henriques
Processing driving data and investigating driving behavior has been receiving an increasing interest in the last decades, with applications ranging from car insurance pricing to po…
cs.LG2020
Exploring time-series motifs through DTW-SOM
Maria Inês Silva, Roberto Henriques
Motif discovery is a fundamental step in data mining tasks for time-series data such as clustering, classification and anomaly detection. Even though many papers have addressed the…
stat.ML2020★ 13 cited
Finding manoeuvre motifs in vehicle telematics
Maria Inês Silva, Roberto Henriques
Driving behaviour has a great impact on road safety. A popular way of analysing driving behaviour is to move the focus to the manoeuvres as they give useful information about the d…