The Covid-19 pandemic which has been going on since the beginning of 2020 had an impact changes in social life and a decline economic performance various countries world that have affected by Covid-19. Indonesia's occurred first quarter 2020, is reflected rate growth only reached 2.97 percent, again decreased significantly second grew -5.32% (Central Statistics Agency, 2021a; Central Bureau Sta...

Autonomous agents functioning in complex and rapidly changing environments can improve their task performance if they update and correct their world model over the life of the agent. Existing research on this problem can be divided into two classes. First, reinforcement learners that use weak inductive methods to directly modify an agent’s procedural execution knowledge. These systems are robus...

Low persistence rates among students in postsecondary education are of significant concern to educators (Barnett, 2011). While education gaps within high school completion are closing, gaps in community colleges are widening, particularly racial gaps for enrollment and completion rates in college (Kane, 2004). This is of particular concern given that certain groups are outperforming others. For...

Active learning involves selecting unlabeled data items to label in order to best improve an existing classifier. In most applications, batch mode active learning, where a set of items is picked all at once to be labeled and then used to re-train the classifier, is most feasible because it does not require the model to be re-trained after each individual selection and makes most efficient use o...

FUTURE WORK Document the code and make it publically available. Automatic initialization, test different tracker and detector, eliminate planarity assumption, explicitly handle out-of-plane rotation, track multiple targets, learn shape. Our goal is long-term, real-time tracking of arbitrary objects. The object is defined by a region of interest in a single frame. The video sequence is unconstra...