A scalable machine learning-based ensemble approach to enhance the prediction accuracy for identifying students at-risk

S Verma, RK Yadav, K Kholiya - International Journal of …, 2022 - search.proquest.com
Among the educational data mining problems, the early prediction of the students' academic
performance is the most important task, so that timely and requisite support may be provided …

Stacking: An ensemble learning approach to predict student performance in PISA 2022

E Öz, O Bulut, ZF Cellat, H Yürekli - Education and Information …, 2024 - Springer
Predicting student performance in international large-scale assessments (ILSAs) is crucial
for understanding educational outcomes on a global scale. ILSAs, such as the Program for …

[HTML][HTML] Identifying the Determinants of Academic Success: A Machine Learning Approach in Spanish Higher Education

AM Sánchez-Sánchez, JD Mello-Román, M Segura… - Systems, 2024 - mdpi.com
Academic performance plays a key role in assessing the quality and equity of a country's
educational system. Studying the aspects or factors that influence university academic …

Ship Engine Model Selection by Applying Machine Learning Classification Techniques Using Imputation and Dimensionality Reduction

K Skarlatos, G Papageorgiou, P Biris… - Journal of Marine …, 2024 - mdpi.com
The maritime is facing a gradual proliferation of data, which is frequently coupled with the
presence of subpar information that contains missing and duplicate data, erroneous records …

An Investigation into the Variables Affecting School Principals' Burnout through XGBoost Method

H Şevgin, R Uçar - Ahmet Keleşoğlu Eğitim Fakültesi Dergisi, 2023 - dergipark.org.tr
The present study aims to investigate the impact of organizational psychological capital,
organizational citizenship behaviour, individual performance and various demographic …

A Conceptual Framework for ICT Acceptance Impact on Students' Academic Performance: Higher Education Institutes (HEIs) in Sindh

AA Jamali - JISR management and social sciences & …, 2023 - jisrmsse.szabist.edu.pk
Abstract Presently, Information and Communication Technologies (I&CT) is considered one
of key element as services and features in higher education. Learning through traditional …

A Conceptual Framework of ICT Impact on Students' Academic Performance: Higher Education Institutes (HEIs) in Sindh.

AA Jamali, KUR Khoumbhati… - … Studies & Research …, 2023 - search.ebscohost.com
Abstract Currently, Information and Communication Technologies (ICT) is considered one of
the key elements as services and features in higher education. Learning through traditional …