Predictive Models for Educational Purposes: A Systematic Review by Ahlam Almalawi, Ben Soh, Alice Li, Halima Samra

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Design of a Prediction Model to Predict Students’ Performance Using Educational Data Mining and Machine Learning by Jayasree R, Sheela Selvakumari

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Enhancing Strategic Partnerships in Higher Education: Developing and Implementing a Predictive Model by Georgios Eftychiou

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Artificial intelligence prediction model for educational knowledge representation through learning performance by Ane Tanjea, Nepa Tabatshum

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Near viewing behaviors predict educational system in a machine learning model by Ravid Doron, Einat Shneor, Lisa A. Ostrin, Ariela Gordon-Shaag, Ayelet Goldstein

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Predicting global educational inequality with a hierarchical belief rule base model by Aosen Gong, Wei He, Gaixia Ge, Cuiping Yang, Shaohua Li

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Application and optimization of BP prediction model driven by internet of things in tourism education by Qi Lv

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Fair and Transparent Student Admission Prediction Using Machine Learning Models by George Raftopoulos, Gregory Davrazos, Sotiris Kotsiantis

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Hybrid Deep Learning Models for Predicting Student Academic Performance by Kuburat Oyeranti Adefemi, Murimo Bethel Mutanga, Vikash Jugoo

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AHP-Guided Stacked Ensemble Modeling for Student Engagement Level Prediction in Online Education by Jingjing Fu, Linjie Luo, Zhifeng Zhong, Jiaming Qin

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Evaluating ensemble models for fair and interpretable prediction in higher education using multimodal data by Felipe Emiliano Arévalo-Cordovilla, Marta Peña

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Educational resources recommendation algorithm based on GMF-MLP-NeuMF prediction model by Rui Wang, Qiusheng Cui, Yezhi Xiao, Jinfeng Du, Ruicheng Yue

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Predictive model of school dropout in higher education through Learning Analytics with Neutrosophic Plithogenic Hypotheses by David Núñez, Purificación Galindo-Villardón

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Heuristic Model of Forecasting of Operating State of Semiconductor Devices by V. O. Kaziuchyts, S. M. Borovikov, E. N. Shneiderov

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Development of the predictive model for I stage breast cancer by A. Kh. Ismagilov, A. S. Vanesyan, D. R. Khuzina

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Putting the pieces of the puzzle together in modeling gendered educational choices by Jakob Schwerter, Fani Lauermann, Philipp Doebler, Marjolein Fokkema

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Research on Deformation Prediction Surrogate Model of Thin-walled Parts for Digital Twin Modeling by YUE Caixu, ZHANG Jiahao, XIA Wei, JIA Ruhong, GUO Yandong, LIU Xianli

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Enhancing Engineering and STEM Education With Vision and Multimodal Large Language Models to Predict Student Attention by Luis Marquez-Carpintero, Diego Viejo, Miguel Cazorla

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Large language models predict cognition and education close to or better than genomics or expert assessment by Tobias Wolfram

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A hybrid model combining environmental analysis and machine learning for predicting AI education quality by Xinyu Ren

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