Empowering Advanced Driver-Assistance Systems from Topological Data Analysis

Empowering Advanced Driver-Assistance Systems from Topological Data Analysis

We are interested in evaluating the state of drivers to determine whether they are attentive to the road or not by using motion sensor data collected from car driving experiments. That is, our goal is to design a predictive model that can estimate the state of drivers given the data collected from m...

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Bibliographic Details
Main Authors: Tarek Frahi, Francisco Chinesta, Antonio Falcó, Alberto Badias, Elias Cueto, Hyung Yun Choi, Manyong Han, Jean-Louis Duval
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Mathematics
Subjects:
Morse theory
topological data analysis
machine learning
time series
smart driving
Online Access:https://www.mdpi.com/2227-7390/9/6/634

Internet

https://www.mdpi.com/2227-7390/9/6/634

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