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Machine Learning-Based Time Series Prediction of Student Academic Performance: A Comparative Analysis of RF, SVM, and k-NN

Title:	Machine Learning-Based Time Series Prediction of Student Academic Performance: A Comparative Analysis of RF, SVM, and k-NN
Authors:	Albakaa, Zainab H.^Aff6; Alhasani, Ahmed T.^Aff7; Alkattan, Hussein^{Aff8, Aff9}; Alfilh, Raed H. C.^Aff10; Abotaleb, Mostafa^Aff8; Dhoska, Klodian^{Aff11, Aff12}
Contributors:	Li, Gang, Series Editor^Aff1; Filipe, Joaquim, Series Editor^Aff2; Xu, Zhiwei, Series Editor^Aff3; Dhoska, Klodian, editor^Aff4; Spaho, Evjola, editor^Aff5
Source:	AI and Digital Transformation: Opportunities, Challenges, and Emerging Threats in Technology, Business, and Security : 5th International Conference, ICITTBT 2025, Tirana, Albania, May 29–30, 2025, Proceedings, Part I. 2669:370-379
Database:	Springer Nature eBooks