The effect of contextual factors on dental care utilization was evaluated after adjustment for individual characteristics of Brazilian preschool children. This cross-sectional study assessed 639 preschool children aged 1 to 5 years from Santa Maria, a town in Rio Grande do Sul State, located in southern Brazil. Participants were randomly selected from children attending the National Children's ...

In many cases, feature selection is often more complicated than identifying a single subset of input variables that would together explain the output. There may be interactions that depend on contextual information, i.e., variables that reveal to be relevant only in some specific circumstances. In this setting, the contribution of this paper is to extend the random forest variable importances f...

The aim of this study was to estimate the prevalence of binge drinking by regions in Spain and assess the effect of individual and contextual factors related to this drinking pattern in adolescents. A cross-sectional study was performed with data from the 2014 Spanish School Survey on Drug Use (ESTUDES) in students aged 14-18 years (N = 34,259). The outcome was binge drinking in adolescents dur...

The ciqa track investigates the role of interaction in answering complex questions: questions that relate two or more entities by some specified relationship. As in the ciqa 2006, our interest in ciqa 2007 was on contextual factors that may affect how answers are assessed. In ciqa 2006 we investigated factors such as topical knowledge or confidence in assessing answers through direct questionin...

The first paper on contextual bandits was written by Michael Woodroofe in 1979 [1] but the term “contextual bandits” was invented only recently in 2008 by Langford and Zhang [2]. Woodroofe’s motivating application was clinical trials whereas modern interest in this problem was driven to a great extent by problems on the internet, such as online ad and online news article placement. We have now ...