Alcohol consumption detection through behavioural analysis using intelligent systems

•We instrumented a realistic driving simulator and monitored users behaviour.•We generated features and associated those to various BAC values.•We were able to classify drunk and sober example from 1 subject.•With multiple subjects we could estimate the BAC.•The system is generic and should adapt we...

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Vydáno v:	Expert systems with applications Ročník 41; číslo 5; s. 2574 - 2581
Hlavní autoři:	Robinel, Audrey, Puzenat, Didier
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Amsterdam Elsevier Ltd 01.04.2014 Elsevier
Témata:	Alcohols Applied sciences Artificial intelligence Artificial neural networks Automated behavioural analysis Behavioural Blood Blood alcohol content Computer science; control theory; systems Computer systems and distributed systems. User interface Connectionism. Neural networks Data processing. List processing. Character string processing Exact sciences and technology Expert systems Human computer interface Instrumentation Intelligent systems Memory organisation. Data processing Monitors Regression Software Tasks Trains Blood alcohol content Instrumentation Automated behavioural analysis Intelligent systems Human computer interface Artificial neural networks Consumption Alcohol Regression analysis Neural network Multiple regression Aggregate model Learning systems Behavioral analysis User interface Alcoholemia Automatic analysis System analysis Artificial intelligence Intelligent system Multiple classification
ISSN:	0957-4174, 1873-6793
On-line přístup:	Získat plný text
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