Machine Learning has assumed a prominent position in the plethora of design and analysis intelligent systems. is holy grail Learning, with rapidly growing complexity size constructed networks (the trend which profoundly visible deep learning architectures), overwhelming computing staggering. The return on investment clearly diminishes: even very limited improvement performance (commonly express...

Assuming learning to be a lifelong process, it is important to provide older adults with the opportunities to pursue educational activities. The growing number of older adults in America and globally has led to an increased demand for educational programs in many nations. As a concept, lifelong learning emphasizes the potential to provide useful learning opportunities for older adults. Lifelong...

OBJECTIVES To expand voluntary active-learning opportunities for bachelor of pharmacy students enrolled in a third-year human physiology and pharmacology course and determine whether the additional course components improved learning outcomes. DESIGN Additional voluntary active-learning opportunities including a large-class tutorial, additional formative assessment, and an online discussion w...

For many multi-part visual object classes, the set of parts can vary not only in location but also in type. For example, player formations in American football involve various subsets of player types, and the spatial constraints between players depend largely upon which subset of player types constitutes the formation. In this paper, we consider the problem of learning to jointly localize and c...

Creating enhanced learning environments based on the opportunities offered by the Internet has become a hotly debated topic among educators. It is certainly true that many educational research and ICT projects have reported a variety of outcomes and lessons learned with regard to these powerful new media and how teachers can effectively integrate technology into learning and teaching, but there...