The words contained in this file might help you see if this file matches what you are looking for:

...Expert feature engineering vs deep neural networks which is better for sensor free affect detection yang jiang nigel bosch ryan s baker luc paquette jaclyn ocumpaugh juliana ma alexandra l andres allison moore gautam biswas teachers college columbia university new york ny united states yj tc edu of illinois at urbana champaign il pnb lpaq pennsylvania philadelphia pa rybaker ojaclyn upenn aandres gse vanderbilt nashville tn abstract the past few years have seen a surge interest in net works wide application learning other domains such as image classification has driven considerable recent and efforts applying these methods educational however there still limited research compar ing predictive power approach with traditional common student modeling problems this paper aims to address gap by presenting thorough comparison several network approaches context behavior we built detectors affective behaviors middle school students learned science an open ended environment called betty brain u...