[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 …

[PDF][PDF] Application of machine LearningAlgorithms to predict students performance

R Singh, S Pal - International Journal of Advanced Science …, 2020 - researchgate.net
Student's performance is a major problem for the society. Rapid growth of technologies and
the application of differentmachine learning methodsin present years, the development of …

Performance Analysis of Machine Learning Algorithms in Prediction of Student Academic Performance

MD Adane, JK Deku, EK Asare - Journal of Advances in …, 2023 - papers.ssrn.com
The advancement in technology has contributed largely to the application of data mining in
education in recent times. However, selecting appropriate algorithm (s) to “mine” knowledge …

A data mining approach to predict academic performance of students using ensemble techniques

SSM Ajibade, NB Ahmad, SM Shamsuddin - Intelligent Systems Design …, 2020 - Springer
Abstract Recently, Educational Data Mining (EDM), emerged as a new area of research due
to the enlargement of various statistical methods used to explore data in educational …

Prediction of student's educational performance using machine learning techniques

B Mallikarjun Rao, BV Ramana Murthy - Data Engineering and …, 2020 - Springer
Educational data mining indicates an area of research in which the data mining, machine
learning, and statistics are applied to predict information from academic environment …

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] Students performance prediction in online courses using machine learning algorithms

GM Rao, PKK Kumar - United Int. J. Res. Technol., 2021 - uijrt.com
Automatic Student performance prediction is a crucial job due to the large volume of data in
educational databases. This job is being addressed by educational data mining (EDM) …

[PDF][PDF] Student academic performance prediction using supervised learning techniques.

M Imran, S Latif, D Mehmood… - International Journal of …, 2019 - academia.edu
Automatic Student performance prediction is a crucial job due to the large volume of data in
educational databases. This job is being addressed by educational data mining (EDM) …

Original Research Article Designing new student performance prediction model using ensemble machine learning

R Saluja, M Rai, R Saluja - Journal of Autonomous Intelligence, 2023 - jai.front-sci.com
Academic success for students in any educational institute is the primary requirement for all
stakeholders, ie, students, teachers, parents, administrators and management, industry, and …

[PDF][PDF] Enhancing Student's Performance Classification Using Ensemble Modeling

AA Nafea, M Mishlish, AMS Shaban, MM AL-Ani… - Iraqi Journal For …, 2023 - iasj.net
A precise prediction of student performance is an important aspect within educational
institutions to improve results and provide personalized support of students. However, the …