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 …

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 …

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 …

Prediction using machine learning has evolved due to its impact on providing valuable and
intuitive feedback. It has covered a wide range of areas for predicting student'performance …

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 …

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 …

In higher education institutions (HEI), the ability to predict student grades as an early
warning system is one of the important areas that gained attention to improve educational …

Data mining in the classroom is a well-known field that involves data mining concepts,
statistical analysis, and machine learning concepts, all of which are applied to educational …

 Abstract—Student graduation accuracy is one of the indicators of the success of higher
education institutions in carrying out the teaching and learning process and as a component …

Education is very important for students' future success. The performance of students can be
supported by the extra assignments and projects given by the instructors for students with …