[PDF][PDF] Predicting students' performance of the private universities of Bangladesh using machine learning approaches

MS Zulfiker, N Kabir, AA Biswas… - International Journal of …, 2020 - academia.edu
Every year thousands of students get admitted into different universities in Bangladesh.
Among them, a large number of students complete their graduation with low scoring results …

Predictive modeling of students performance through the enhanced decision tree

S Sivakumar, R Selvaraj - Advances in Electronics, Communication and …, 2018 - Springer
Prognostic of student performance is one of the major issues in many institutions. The
student's performance is based on many factors such as internal examinations, grade …

Intelligent decision support system approach for predicting the performance of students based on three-level machine learning technique

S Latif, F XianWen, L Wang - Journal of Intelligent Systems, 2021 - degruyter.com
In this research work, a user-friendly decision support framework is developed to analyze
the behavior of Pakistani students in academics. The purpose of this article is to analyze the …

[PDF][PDF] An empirical study for student academic performance prediction using machine learning techniques

DT Ha, PTT Loan, CN Giap… - International Journal of …, 2020 - researchgate.net
Predicting students' academic performance is of great concern for both students and
educational institutions. Drawing on the prediction of learning outcome, lecturers and …

[PDF][PDF] A comparative study of different machine learning techniques to predict the result of an individual student using previous performances

K Ahammad, P Chakraborty, E Akter… - International Journal of …, 2021 - academia.edu
Machine learning is a sub-field of computer science refers to a system's ability to
automatically learn from experience and predict new things using the learned knowledge …

[PDF][PDF] Hybrid machine learning algorithms for predicting academic performance

P Sokkhey, T Okazaki - Int. J. Adv. Comput. Sci. Appl, 2020 - academia.edu
The large volume of data and its complexity in educational institutions require the sakes from
informative technologies. In order to facilitate this task, many researchers have focused on …

Application of machine learning and data mining in predicting the performance of intermediate and secondary education level student

BK Yousafzai, M Hayat, S Afzal - Education and Information Technologies, 2020 - Springer
The presented work is a student marks and grade prediction system using supervised
machine learning techniques, the system is developed on the historic performance of …

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 …

Student performance prediction and classification using machine learning algorithms

B Sekeroglu, K Dimililer, K Tuncal - Proceedings of the 2019 8th …, 2019 - dl.acm.org
For a productive and a good life, education is a necessity and it improves individuals' life
with value and excellence. Also, education is considered a vital need for motivating self …

Machine learning approach for student academic performance prediction

S Rai, KA Shastry, S Pratap, S Kishore… - … Intelligence: Frontiers in …, 2021 - Springer
The assessment in outcome-based learning is very vital. A significant approach toward
measuring the student performance is required. Nowadays, the amounts of data that are …