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

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

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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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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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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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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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Ensemble machine learning for predicting academic performance in STEM education by Aklilu Mandefro Messele

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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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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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Genesis and Predictive Ability of Ecosystem Approach in Education by Diana Koroleva, Tatiana Khavenson, Daria Tomasova

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TEEMLEAP—A New Testbed for Exploring Machine Learning in Atmospheric Prediction for Research and Education by J. Wilhelm, J. Quinting, M. Burba, S. Hollborn, U. Ehret, I. Pena Sánchez, S. Lerch, J. Meyer, B. Verfürth, P. Knippertz

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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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Modeling and Discovering Direct Causes for Predictive Models by Yizuo Chen, Amit Bhatia

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