Research graph
References from The impact of artificial intelligence with multi-head self-attention based deep learning model for students' academic performance monitoring. Local targets link to admitted publications; unresolved targets remain external evidence.
Hyperparameter optimization of support vector regression algorithm using metaheuristic algorithm for student performance prediction
10.14569/ijacsa.2023.0140218 · 2023 · External reference
Evolutionary algorithm based feature subset selection for students academic performance analysis
10.32604/iasc.2023.033791 · 2023 · External reference
A multi-dimensional student performance prediction model (MSPP): an advanced framework for accurate academic classification and analysis
10.1016/j.mex.2024.103148 · 2025 · External reference
Groundwater level prediction based on SSA-optimized self-attention mechanism and BiLSTM hybrid model
10.1016/j.ejrh.2025.102864 · 2025 · External reference
BISAP: a student academic performance prediction model based on the fusion of classroom behavior images and educational information
10.1007/s10639-024-13085-0 · 2025 · External reference
A novel hybrid fruit fly and simulated annealing optimized faster R-CNN for detection and classification of tomato plant leaf diseases
10.1038/s41598-025-01466-5 · 2025 · External reference
Comparison of min-max normalization and z-score normalization in the k-nearest neighbor (kNN) algorithm to test the accuracy of types of breast cancer
10.47738/ijiis.v4i1.73 · 2021 · External reference
Regression analysis of student academic performance using deep learning
10.1007/s10639-020-10241-0 · 2021 · External reference
A predictive model for classifying college students' academic performance based on visual-spatial skills
10.3389/fpsyg.2024.1434015 · 2024 · External reference
Modelling, prediction and classification of student academic performance using artificial neural networks
10.1007/s42452-019-0884-7 · 2019 · External reference
10.2139/ssrn.5261593
10.2139/ssrn.5261593 · External reference
An explainable student performance prediction method based on dual-level progressive classification belief rule base
10.3390/electronics13224358 · 2024 · External reference
Enhancing student success prediction with featurex: a fusion voting classifier algorithm with hybrid feature selection
10.1007/s10639-023-12139-z · 2024 · External reference
A comprehensive review on generative AI for education
10.1109/access.2024.3468368 · 2024 · External reference
Comprehensive evaluations of student performance estimation via machine learning
10.3390/math11143153 · 2023 · External reference
Prediction of students' academic performance based on courses' grades using deep neural networks
10.1109/access.2021.3119596 · 2021 · External reference
Enhancing student performance prediction through stream-based analysis dataset using modified xgboost algorithm
10.59035/knug1085 · 2023 · External reference
Combination of deep learning models for student's performance prediction with a development of entropy weighted rough set feature mining
10.1080/01969722.2023.2166259 · 2025 · External reference
Predicting academic performance of learners with the three domains of learning data using neuro-fuzzy model and machine learning algorithms
10.1016/j.jer.2023.09.006 · 2024 · External reference
Evaluating the impact of artificial intelligence-based learning methods on students' motivation and academic achievement
10.59944/postaxial.v2i1.279 · 2024 · External reference
Explainable AI in education: integrating educational domain knowledge into the deep learning model for improved student performance prediction
10.1038/s41598-026-40538-y · 2026 · External reference
“Impact of artificial intelligence in students' learning life,”
10.1007/978-3-031-49544-1_1 · 2024 · External reference
The impact of artificial intelligence on students' learning experience
10.2139/ssrn.4716747 · 2024 · External reference
Artificial intelligence in education: insights from a bibliometric study (2010–2025) based on scopus and web of science
10.51383/ijonmes.2025.428 · 2025 · External reference
Predicting student performance in online learning: a multidimensional time-series data analysis approach
10.3390/app14062522 · 2024 · External reference
“Fine-tuning student success prediction through ensemble models intertwined with feature engineering to leverage academic interventions,”
10.1109/icdsns62112.2024.10690978 · 2024 · External reference
Neutrosophic multi-criteria decision-making methodology to identify key barriers in education
10.54216/ijns.220410 · 2023 · External reference
Educational data mining: prediction of students' academic performance using machine learning algorithms
10.1186/s40561-022-00192-z · 2022 · External reference
Student academic performance prediction via hypergraph and TabNet
10.1186/s40537-025-01170-1 · 2025 · External reference
Student-performulator: student academic performance using hybrid deep neural network
10.3390/su13179775 · 2021 · External reference
Deep learning-based classification of student GPA integrating psychological and family factors in the post-pandemic era
10.3389/fpsyg.2026.1696610 · 2026 · External reference
