AIMC Topic: Risk-Taking

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Factors influencing unsafe behaviors: A supervised learning approach.

Accident; analysis and prevention Jun 18, 2018
Despite its potential, the use of machine learning in safety studies had been limited. Considering machine learning's advantage in predictive accuracy, this study used a supervised learning approach to evaluate the relative importance of different co...
Humans Surveys and Questionnaires ROC Curve Logistic Models Decision Trees Supervised Machine Learning Intention Construction Industry Risk-Taking Social Norms
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The Effectiveness of the Game of Dice Task in Predicting At-Risk and Problem Gambling Among Adolescents: The Contribution of the Neural Networks.

Journal of gambling studies Mar 1, 2019
The Game of Dice Task (GDT; Brand et al. in Neuropsychology 19:267-277, 2005a; Psychiatry Res 133:91-99, 2005b) measures decision-making under objective risk conditions. Although disadvantageous decision-making has been shown in individuals with subs...
Humans Neural Networks, Computer Female Young Adult Male Adolescent Adolescent Behavior Decision Making Neuropsychological Tests Choice Behavior Behavior, Addictive Risk-Taking Gambling
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Toward Automating HIV Identification: Machine Learning for Rapid Identification of HIV-Related Social Media Data.

Journal of acquired immune deficiency syndromes (1999) Feb 1, 2017
INTRODUCTION: "Social big data" from technologies such as social media, wearable devices, and online searches continue to grow and can be used as tools for HIV research. Although researchers can uncover patterns and insights associated with HIV trend...
Humans Machine Learning HIV Infections Time Factors Social Media Statistics as Topic Epidemiologic Methods Risk-Taking
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