Students' performance analysis system using cumulative predictor algorithm

JD Rose, K Vijayakumar… - International Journal of …, 2019 - inderscienceonline.com
Towards automation to do mundane tasks and the expectations for students already
equipped with good programming skills is on the rise. In parallel, there has been a rising …

Comparative Analysis of Classification Techniques for Predicting Computer Engineering Students' Academic Performance.

W Singh, P Kaur - International Journal of Advanced …, 2016 - search.ebscohost.com
The quality of education system affects its every country's growth. The top level of quality in
the education system is achieved by extracting useful information for predictions regarding …

[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 …

Machine Learning Approaches for Student Performance Prediction

S Gupta, J Agarwal - 2022 10th International Conference on …, 2022 - ieeexplore.ieee.org
India's Education system is very old and due to a large population of students in India, there
are some serious issues in analyzing and predicting students' performance. In the Indian …

[PDF][PDF] Machine learning algorithms and ensemble technique to improve prediction of students performance

R Singh, S Pal - International Journal of Advanced Trends in …, 2020 - academia.edu
Measuring Student's performance is necessary for the mordent society. Applications of
Machine learning algorithms increased the growth in various fields like disease prediction …

Students' performance prediction using machine learning approach

S Badugu, B Rachakatla - … Technology: Proceedings of 3rd ICDECT-2K19, 2020 - Springer
This report aims to cut back the manual procedures concerned within the performance
analysis and analysis of scholars, by automating the method right from retrieval of results to …

[PDF][PDF] On improving student performance prediction in education systems using enhanced data mining techniques

K Karthikeyan, P Kavipriya - International Journal of Advanced …, 2017 - researchgate.net
This paper focused on improving student performance prediction, based on their personal
and academic performance characteristics. Due to the incredible growth in recent …

[PDF][PDF] Prediction of student academic performance using neural network, linear regression and support vector regression: a case study

EY Obsie, SA Adem - International Journal of Computer …, 2018 - researchgate.net
Predicting students‟ academic performance is very crucial especially for higher educational
institutions. This paper designed an application to assist higher education institutions to …

A comparative study on student performance prediction using machine learning

Y Chen, L Zhai - Education and Information Technologies, 2023 - Springer
Accompanied with the development of storage and processing capacity of modern
technology, educational data increases sharply. It is difficult for educational researchers to …

[PDF][PDF] Student performance prediction system using data mining approach

KP Chaudhari, RA Sharma, SS Jha… - Int J Adv Res Comput …, 2017 - academia.edu
The success of an academic institution can be measured in terms of quality of education
provides to its students. In the education system, highest level of quality is achieved by …