Comprehensive Performance Comparison of Signal Processing Features in Machine Learning Classification of Alcohol Intoxication on Small Gait Datasets

Comprehensive Performance Comparison of Signal Processing Features in Machine Learning Classification of Alcohol Intoxication on Small Gait Datasets

Detecting alcohol intoxication is crucial for preventing accidents and enhancing public safety. Traditional intoxication detection methods rely on direct blood alcohol concentration (BAC) measurement via breathalyzers and wearable sensors. These methods require the user to purchase and carry externa...

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Bibliographic Details
Main Authors: Muxi Qi, Samuel Chibuoyim Uche, Emmanuel Agu
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Applied Sciences
Subjects:
accelerometer sensor
alcohol consumption
artificial intelligence techniques
time series analysis
smartphone
blood alcohol content
Online Access:https://www.mdpi.com/2076-3417/15/13/7250
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