[PDF][PDF] The application of data mining for predicting academic performance using k-means clustering and naïve bayes classification

ZM Ali, NH Hassoon, WS Ahmed… - International Journal of …, 2020 - researchgate.net
Data Mining is a multidisciplinary analyzing process that concentrating to extract and
discover useful knowledge from data and information. The field of high education …

[PDF][PDF] Prediction of students performance in semester exams using a naïve bayes classifier

H Shaziya, R Zaheer, G Kavitha - International Journal of …, 2015 - researchgate.net
Educational data mining is an emerging trend, concerned with developing techniques for
exploring, and analyzing the huge data that come from the educational context. EDM is …

Study of educational data mining approaches for student performance analysis

R Asad, S Arooj, SU Rehman - Technical Journal, 2022 - tj.uettaxila.edu.pk
Education is a vital component in the development of any country. In the education sector,
research has been rapidly increasing using data mining techniques. The increase of e …

[PDF][PDF] Prediction of academic performance of engineering students by using data mining techniques

S Verma, RK Yadav, K Kholiya - International Journal of Information …, 2022 - dorsu.edu.ph
In the current age, students‟ academic performance deterioration is a very crucial problem
in engineering education. Prediction of low-performing students at an early stage is …

[PDF][PDF] Student performance prediction in education sector using data mining

P Shruthi, BP Chaitra - 2016 - 61.1.175.66
The data in education sector is increasing periodically which can be used to predict the
performance of the students in the upcoming semesters. From this the students who are at …

[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] ANALYSIS ON STUDENTS PERFORMANCE USING NAÏVE BAYES CLASSIFIER.

M Makhtar, H Nawang… - Journal of Theoretical …, 2017 - researchgate.net
Classification of students' academic performance for Sijil Pelajaran Malaysia (SPM) at early
stage of their previous study will able to help in identify the students' achievement to will …

[PDF][PDF] Predicting learning behavior of students using classification techniques

KP Rao, MVPC Sekhara, B Ramesh - International Journal of …, 2016 - researchgate.net
The main objective of any educational organization is to provide quality education and
improve the overall performance of an institution by looking at individual performances. One …

[PDF][PDF] Modeling and predicting students' academic performance using data mining techniques

A Mueen, B Zafar, U Manzoor - International Journal of Modern …, 2016 - academia.edu
The main objective of this study is to apply data mining techniques to predict and analyze
students' academic performance based on their academic record and forum participation …

[PDF][PDF] Applying Naïve Bayesian classifier for predicting performance of a student using WEKA

AP Tribhuvan, PP Tribhuvan… - Advances in Computational …, 2015 - researchgate.net
The advances in computing and information storage have provided vast amounts of data.
The challenge has been to extract knowledge from this raw data that has guide to new …