Progressive prediction of student performance in college programs

J Xu, Y Han, D Marcu, M Van Der Schaar - Proceedings of the AAAI …, 2017 - ojs.aaai.org
progressive prediction of studentsperformance by … prediction performance guarantee
and show its performance improvement against benchmark algorithms on a real-world student

Progressive teacher-student learning for early action prediction

X Wang, JF Hu, JH Lai, J Zhang… - Proceedings of the …, 2019 - openaccess.thecvf.com
… early action prediction by proposing a novel teacherstudent … a student model for predicting
early actions from partial videos, and a teacher-student learning block for distilling progressive

Student Performance Analysis with Ensemble Progressive Prediction

B Althaph, SVN Sreenivasu… - 2023 5th International …, 2023 - ieeexplore.ieee.org
… final student performance and, especially, which students would … be used to forecast a
student's performance based on the … on performance prediction using a high school student data …

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
… method for predicting student performance in a degree program. We focus on predicting
students’ … algorithm for making predictions based on studentsprogressive performance states. It …

Progressive Prediction of Students' Future Performance on Coherent Vertical Curriculum

SA Priyambada, F Wafda, T Usagawa… - IIAI Letters on …, 2022 - iaiai.org
… methodology for predicting progressively the students’ future … based Progressive Prediction
so it can be applied on students… to predict the student performance and then classify students

Improving the expressiveness of black-box models for predicting student performance

CJ Villagrá-Arnedo, FJ Gallego-Durán… - Computers in Human …, 2017 - Elsevier
… In summary, the fact of using a progressive multiclass probabilistic prediction model provides
much richer information that can be used for guiding the learning process. The following …

Time-dependent performance prediction system for early insight in learning trends

… system which yields predictions on expected student performance. Main contribution …
progressive prediction system is briefly described in this section, with emphasis on its progressive

Educational data mining techniques for student performance prediction: method review and comparison analysis

Y Zhang, Y Yun, R An, J Cui, H Dai… - Frontiers in psychology, 2021 - frontiersin.org
… various researches were concentrated on student performance prediction, referred to as SPP
… An ensemble-based progressive prediction architecture was also developed to incorporate …

Predicting student academic performance by means of associative classification

L Cagliero, L Canale, L Farinetti, E Baralis, E Venuto - Applied Sciences, 2021 - mdpi.com
… This paper proposes to early predict university-level student performance by means of
associative classification. Associative classifiers are intepretable yet accurate classification …

Investigation of Progressive Learning within a Statics Course: An Analysis of Performance Retention, Critical Topics, and Active Participation

N Ahmed, JW Park, C Arteaga, H Stephen - Education Sciences, 2023 - mdpi.com
… Therefore, this study focuses on student performance and … progressive learning in regard
to three aspects: performance retention, critical topics of progressive learning, and progressive