For learning environments like schools and colleges, predicting the performance of students
is one of the most crucial topics since it aids in the creation of practical systems that, among …

Among the educational data mining problems, the early prediction of the students' academic
performance is the most important task, so that timely and requisite support may be provided …

In today's world, due to the advancement of technology, predicting the students' performance
is among the most beneficial and essential research topics. Data Mining is extremely helpful …

Higher education is crucial as it introduces students to various fields and then guides them
to the next steps. Student's academic performance is critical and could lead to failure if it is …

Big data has revolutionized every field of life, which accumulates human learning as well.
The field of education has progressed in past couple of decades, and addition to that, rapid …

The educational sector faced many types of research in predicting student performance
based on supervised and unsupervised machine learning algorithms. Most students' …

Among the problems raised in the data mining area, the class imbalance is a well-known
issue that always occurs. Many researchers studied this issue in several fields using three …

Student's academic performance is one of the most important parameters for evaluating the
standard of any institute. It has become a paramount importance for any institute to identify …

The academic performance of students is of great interest to tutors and decision-makers in
educational institutions. The extensive use of information technology systems in education …

Measuring Student's performance is necessary for the mordent society. Applications of
Machine learning algorithms increased the growth in various fields like disease prediction …