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Voice-based authentication systems are often more difficult to implement than the ones based on fingerprint or face recognition. Also the security of automatic speaker recognition turns out to be challenging.
The serum metabolite profile can be used to identify individuals likely at risk of developing an alcohol-related disease in the future.
FM Tapani Toivonen's doctoral thesis studies how machine intelligence can be taught efficiently for data science novices.