Toward predicting student's academic performance using artificial neural networks (ANNs)

Y Baashar, G Alkawsi, A Mustafa, AA Alkahtani… - Applied Sciences, 2022 - mdpi.com
Student performance is related to complex and correlated factors. The implementation of a
new advancement of technologies in educational displacement has unlimited potentials …

Education analytics: Challenges and approaches

L Zhang, KF Li - 2018 32nd international conference on …, 2018 - ieeexplore.ieee.org
We present a survey on the current status of education analytics. Over 80 state-of-the-art
research projects and reports, published from 2013 to 2017 and archived in IEEE Xplore …

A multiple linear regression-based approach to predict student performance

O El Aissaoui, Y El Alami El Madani, L Oughdir… - … conference on advanced …, 2019 - Springer
Predicting students' academic outcome is useful for any educational institution that aims to
ameliorate students' performance. Based on the resulted predictions, educators can provide …

A feature weighted support vector machine and artificial neural network algorithm for academic course performance prediction

C Huang, J Zhou, J Chen, J Yang, K Clawson… - Neural Computing and …, 2023 - Springer
Academic performance, a globally understood metric, is utilized worldwide across disparate
teaching and learning environments and is regarded as a quantifiable indicator of learning …

Prediction of waterway cargo transportation volume to support maritime transportation systems based on GA-BP neural network optimization

G Jin, W Feng, Q Meng - Sustainability, 2022 - mdpi.com
Water transportation is an important part of comprehensive transportation and plays a critical
role in a country's economic development. The world's cargo transportation is dominated by …

Smart water flow monitoring and forecasting system

G Gosavi, G Gawde, G Gosavi - 2017 2nd IEEE International …, 2017 - ieeexplore.ieee.org
Accurate metering and determining proper tariff, as well as billing system, are vital in water
management system. The paper proposes a method to watch and forecast the consumption …

Design and optimization of a fuzzy logic system for academic performance prediction

JA Rojas, HE Espitia, LA Bejarano - Symmetry, 2021 - mdpi.com
Currently, in Colombia, different problems in education exist; one of them is the
inconvenience in tracing and controlling the learning trajectories that decide the topics …

Application of Artificial Neural Networks to Predict the Use of Mobile Learning by University Students

A Valencia-Arias, JA Uribe-Gómez… - Human Behavior …, 2024 - Wiley Online Library
The use of mobile devices has become pervasive in recent times, constituting an essential
component of daily life. Mobile phones have enabled certain minorities to attain access to …

Machine Learning Algorithms based Student Performance Prediction based on Previous Records

S Chandrahasa, SMS Ganeshan… - 2023 7th …, 2023 - ieeexplore.ieee.org
Predicting a student's grade has become increasingly important in order to determine
whether or not the student will be placed In order to develop after this and obtain better …

[PDF][PDF] Predictive analytics on academic performance in higher education institution during COVID-19 using regression model

MF Zulfikri, SM Shaharudin, NAA Rajak… - … Journal of Biology …, 2021 - researchgate.net
The coronavirus disease 2019 (COVID-19) outbreak in December 2019 had affected the
way of living for people around the world including students in educational institutions …