Abstract Educational Data Mining is widely used for predicting student's performance. It'sa
challenging task because a plethora of features related to demographics, personality traits …

A problem that pervades throughout students' careers is their poor performance in high
school. Predicting students' academic performance helps educational institutions in many …

This paper presents methods to improve the prediction of student academic performance
using feature selection by removing misclassified instances and Synthetic Minority Over …

Educational institutions are creating a considerable amount of data regarding students,
faculty and related organs. This data is an essential asset for academic institutions as it has …

The research on educational field that involves Data Mining techniques is rapidly increasing.
Applying Data Mining techniques in an educational environment are known as Educational …

Many educators have worried about the failures of students through academic education.
Thus, a variety of predictions have been applied to general information including culture …

Student's performance is a success factor in higher education institutions. The excellent
record of academic achievements raises the institution's ranking as one of the criteria for a …

The amount and variety of student data collected by the higher education institution, together
with the potential of Educational Data Mining and analytics, provide a potential for the …

Increasing productivity in educational systems is of great imprtance. Researchers are keen
to predict the academic performance of students; this is done to enhance the overall …

Forecasting academic performance of student has been a substantial research inquest in
the Educational Data-Mining that utilizes Machine-learning (ML) procedures to probe the …