Potential future directions in optimization of students' performance prediction system

S Ahmad, MA El-Affendi, MS Anwar… - Computational …, 2022 - Wiley Online Library
Previous studies widely report the optimization of performance predictions to highlight at‐
risk students and advance the achievement of excellent students. They also have …

A systematic literature review on machine learning algorithms for human status detection

SK Sardar, N Kumar, SC Lee - IEEE Access, 2022 - ieeexplore.ieee.org
Human status detection (HSD) is important to understand the status of users when
interacting with various systems under different conditions. Recently, although various …

A multilayer prediction approach for the student cognitive skills measurement

S Ahmad, K Li, A Amin, MS Anwar, W Khan - IEEE Access, 2018 - ieeexplore.ieee.org
Every year, a large volume of information about students' performance is processed in
schools, colleges, and higher studies institutes. This information statistically associates …

Development of Estonian Upper Secondary School Students' Biological Conceptual Understanding and Competences.

H Semilarski, A Laius, M Rannikmäe - Journal of Baltic Science …, 2019 - ceeol.com
The main aim of this research was to measure 10th and 12th grade students' biological
conceptual understanding and competences through their upper secondary school studies …

Multi-Clustered Mathematical Model for Student Cognitive Skills Prediction Optimization

S Ahmad, NB Aoun, G Ali, MA El-Affendi… - IEEE Access, 2023 - ieeexplore.ieee.org
The outbreak of COVID-19 boosted the rapid increase in E-Learning platforms. It also paves
the way for Massive Online Open Courses (MOOCs) to break the record for students' …

Deep Frustration Severity Network for the Prediction of Declined Students' Cognitive Skills

S Ahmad, MS Anwar, MA Khan… - … on Computing & …, 2021 - ieeexplore.ieee.org
Prediction of declined Cognitive Skills (CS) is essential not only for students and tutors but
also for policymakers to make appropriate policies for the effective educational systems …

Deep network for the iterative estimations of students' cognitive skills

S Ahmad, MS Anwar, M Ebrahim, W Khan… - IEEE …, 2020 - ieeexplore.ieee.org
The effective educational systems aimed at improving Cognitive Skills (CS) both in and out
of institutions. Such system relies on timely prediction of CS during students' activities in …

Deep Facial Expression Recognition of facial variations using fusion of feature extraction with classification in end to end model

A Ullah, A Jami, MW Aziz, F Naeem… - … on Emerging Trends …, 2019 - ieeexplore.ieee.org
Expression recognition is an important direction for computers to understand human
emotions and an important aspect of human-computer interaction. Expression recognition …

Adaptive Prefix Filtering for Accurate Code Clone Detection in Conjunction with Meta-learning

C Ralhan, N Malik, P Agrawal, C Gupta, N jatana… - SN Computer …, 2024 - Springer
This research project has significantly contributed to the advancement of code duplication
detection by introducing a new testing method and constructing a highly accurate meta …

A novel technique for the evaluation of posterior probabilities of student cognitive skills

S Ahmad, K Li, A Amin, S Khan - IEEE Access, 2018 - ieeexplore.ieee.org
To achieve excellent marks in job interviews and written examinations, a student must
acquire impressive cognitive skills (CS) value. Nevertheless, the effects of frustration and CS …