Student Performance Analysis with Ensemble Progressive Prediction

B Althaph, SVN Sreenivasu… - 2023 5th International …, 2023 - ieeexplore.ieee.org
It is essential to have an accurate prediction of students' future performance in order to
properly carry out the necessary pedagogical interventions that are required to assure …

A comparative study of student performance prediction using pre-course data

B Alharbi, F Assiri, B Alharbi - ADCAIJ: Advances in Distributed …, 2021 - torrossa.com
Many students have suffered from completing courses in several higher education institutes
since there is no devoted assistance for those who need exceptional help identifying the …

Process-Based Multi-level Homogeneous Ensemble Predictive Model for Analysing Student's Academic Performance

M Kumar, A Jeet Singh - … : Proceedings of ICICC 2022, Volume 1, 2022 - Springer
The aim of this study is to undertake an empirical inquiry and comparison of the
effectiveness of various classifiers with ensembles classifiers in the prediction of student …

Tracking and Predicting Student Performance in Degree Programs using Machine Learning

M Shete, A Joshi, GS Kumar, AM Raju… - … and Informatics (IC3I …, 2022 - ieeexplore.ieee.org
It is essential to properly implement the appropriate pedagogical initiatives to make sure that
students graduate on time and satisfactorily. This requires making precise prediction about …

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—a data science approach

Y Sri Lalitha, Y Gayathri, MV Aditya Nag… - Modern Approaches in …, 2021 - Springer
Education is necessary to improve an individuals' life with quality and brilliance. The
education system has changed from conventional Teaching/Learning to activity based …

Prediction of Student's Academic Performance Using Machine Learning-Systematic Review

AK Gupta, C Khosla - … of the International Conference on Innovative …, 2021 - papers.ssrn.com
Education has a crucial role to play in the life of a student. During your choice of area,
several options before the student are offered. Student skills, ability, family history, the …

Enhancing prediction of student success: Automated machine learning approach

H Zeineddine, U Braendle, A Farah - Computers & Electrical Engineering, 2021 - Elsevier
Students' success has recently become a primary strategic objective for most institutions of
higher education. With budget cuts and increasing operational costs, academic institutions …

A machine learning approach for tracking and predicting student performance in degree programs

J Xu, KH Moon… - IEEE Journal of Selected …, 2017 - ieeexplore.ieee.org
Accurately predicting students' future performance based on their ongoing academic records
is crucial for effectively carrying out necessary pedagogical interventions to ensure students' …

[PDF][PDF] Enhancing Student Performance Prediction in Higher Education: A Data-Driven Approach

R Parkavi, P Karthikeyan - Journal of …, 2024 - sciresol.s3.us-east-2.amazonaws …
Student performance is a crucial factor in higher education institutions, as admission to a
high-quality institution often relies on a good academic record. The primary objective of this …