Sensitivity analysis of driving event classification using smartphone motion data: case of classifier type, sensor bundling, and data acquisition rate-Reference-Cited by-同舟云学术

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Sensitivity analysis of driving event classification using smartphone motion data: case of classifier type, sensor bundling, and data acquisition rate

Published:2022-11-30 Issue: Volume: Page:1-18
ISSN:1547-2450
Container-title:Journal of Intelligent Transportation Systems
language:en
Short-container-title:Journal of Intelligent Transportation Systems

Author:

Sarteshnizi Iman Taheri¹,Tavakkoli Khomeini Farbod²,Khedri Borna³,Samimi Amir¹

Affiliation:

1. Department of Civil Engineering, Sharif University of Technology, Tehran, Iran

2. Department of Civil and Environmental Engineering, Southern Methodist University, Dallas, Texas, USA

3. Department of Civil and Environmental Engineering, University of Washington, Seattle, Washington, USA

Publisher

Informa UK Limited

Subject

Applied Mathematics,Computer Science Applications,Aerospace Engineering,Automotive Engineering,Information Systems,Software,Control and Systems Engineering

Link

https://www.tandfonline.com/doi/pdf/10.1080/15472450.2022.2140048

Reference38 articles.

1. A context aware system for driving style evaluation by an ensemble learning on smartphone sensors data

2. Hands-On Machine Learning with R

3. How Smartphone Accelerometers Reveal Aggressive Driving Behavior?—The Key is the Representation

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