Traffic Management and Information Systems, which rely on a system of sensors, aim to describe in real-time traffic in urban areas using a set of parameters and estimating them. Though the state of the art focuses on data analysis, little is done in the sense of prediction. In this paper, we describe a machine learning system for traffic flow management and control for a prediction of traffic f...

Transfer motivation is of huge importance in training and effective management of knowledge. This study aims to explore the structural association of operative factors (internal value, learning usefulness, learning environment, learner satisfaction) and motivation of e-learner, for effective skill transfer. Online survey was conducted to collect data from 200 students of Virtual University, who...

We consider the problem of online multiclass prediction in the bandit setting. Compared with the full-information setting, in which the learner can receive the true label as feedback after making each prediction, the bandit setting assumes that the learner can only know the correctness of the predicted label. Because the bandit setting is more restricted, it is difficult to design good bandit l...

This paper investigates learner-initiated responses to English language teachers’ referential questions and learner initiatives after teachers’ feedback moves in meaning-focused question-answer sequences to analyze how interactional practices of language teachers, their initiation and feedback moves, facilitate learner initiatives. Classroom discourse research has largely neglected learner init...

Musical awareness of languages in general and that the French language particular field teaching as a foreign remains weak today, not generalized far inferior to linguistic cultural awareness. By placing oneself within framework didactology-didactics music language-culture, it appears modes conditioning this spontaneous, intuitive reflected musical consciousness can logically take their place a...

Contactless RF-based sensing techniques are emerging as a viable means for building gesture recognition systems. While promising, existing solutions have poor generalization ability when targeting new users, environments or device deployment. They also often require multiple pairs of transceivers and large number training samples each target domain. These limitations either lead to cross-domain...


 In recent years, violence among learners has escalated in many schools South Africa. This raised concern society on whether the measures put place to address problem works. For this reason, we set investigate cause and curb school two a disadvantaged community of Mabopane, Gauteng Province. We selected township setting as context our research. choice is informed by frequent occurrences h...