[PDF][PDF] Case study of UPNM students performance classification algorithms

SB Rahayu, ND Kamarudin, Z Zainol - J Eng Technol, 2018 - researchgate.net
Most students have a problem to keep track on their learning performance. Some lecturers
with high teaching hours and burden of administration jobs may have difficulty to identify …

Student performance classification: A data mining approach

DR Kawade, KS Oza, PG Naik - JIMS8I-International Journal of …, 2020 - indianjournals.com
In this information era to maintain the highest academic performance is one of the
challenges in front of educators. To maintain academic performance educators must know …

[PDF][PDF] Using educational data mining (edm) to prediction and classify students

S Talebi, AA Sayficar - International Journal of Engineering and …, 2014 - academia.edu
The aim of this paper is to predict the students' academic performance. It is useful for
identifying weak students at an earlier stage. In this study, we used WEKA open source data …

[PDF][PDF] Classification and prediction of student academic performance in king khalid university-a machine learning approach

B Prasanalakshmi, A Farouk - Indian J Sci …, 2019 - sciresol.s3.us-east-2.amazonaws …
Objectives: Universities accumulate huge amount of student's data in electronic form. Based
on the information stored in the database filtering a data on certain criteria becomes difficult …

[PDF][PDF] Performance evaluation and comparison of classification algorithms for students at Qassim University

AA Al-Noshan, MA Al-Hagery, HA Al-Hodathi… - Int. J. Sci …, 2018 - researchgate.net
The level of the student may change at the undergraduate level from his level in
intermediate or secondary school. Educational and personal factors may affect the …

[PDF][PDF] Predict Students' Performance by Using J48 Algorithm

MT Tun, YY Htay - International Journal of Scientific Research in …, 2020 - academia.edu
The critical issue to the academic community of higher education is to monitor the progress
of students' academic performance. We can use data mining techniques for this purpose …

[PDF][PDF] Supervised data mining approach for predicting student performance

WFW Yaacob, SAM Nasir, WFW Yaacob… - Indones. J. Electr. Eng …, 2019 - researchgate.net
Data mining approach has been successfully implemented in higher education and emerge
as an interesting area in educational data mining research. The approach is intended for …

[PDF][PDF] Comparative analysis of classification algorithm evaluations to predict secondary school students' achievement in core and elective subjects

H Nawang, M Makhtar… - International Journal of …, 2022 - researchgate.net
Many researchers in educational data mining (EDM) have explored various machine
learning techniques in order to predict students' performance. However, the most daunting …

A FRAMEWORK FOR STUDENTS’ ACADEMIC PERFORMANCE ANALYSIS USING NAà VE BAYES CLASSIFIER

AA Aziz, NH Ismail, F Ahmad, H Hassan - Jurnal Teknologi, 2015 - journals.utm.my
Educational database of Higher Learning Institutions holds an enormous amount of data that
increases every semester. Data mining technique is usually applied to this database to …

[PDF][PDF] Academic performance prediction for first year students in covid pandemic period using data mining technique

B Kalaiselvi, S Geetha - Jrnl of the Maharaja Sayajirao University …, 2020 - researchgate.net
Educational mining plays very significant role to measure the educational concert and
quality outcome of the under graduates. During the unexpected academic period like this …