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A Comparative Analysis of Machine Learning Models for Predicting EFL Student Language Performance in Smart Learning Environments

DOI : 10.28991/ESJ-2025-09-02-07
Banchakarn Sameephet , Wirapong Chansanam , Mahboubeh Rakhshandehroo , Chawin Srisawat , Kittichai Nilubol , Arnon Jannok , Bhirawit Satthamnuwong , Kornwipa Poonpon
615-639
Abstract : 1172
PDF : 653

GA-Optimized Multivariate CNN-LSTM Model for Predicting Multi-channel Mobility in the COVID-19 Pandemic

DOI : 10.28991/esj-2021-01300
Harya Widiputra
619-635
Abstract : 1875
PDF : 891

HSTCN-NuSVC: A Homogeneous Stacked Deep Ensemble Learner for Classifying Human Actions Using Smartphones

DOI : 10.28991/ESJ-2025-09-01-026
Sarmela Raja Sekaran , Ying Han Pang , Ooi Shih Yin , Lim Zheng You
468-484
Abstract : 553
PDF : 279

A New Efficiency Improvement of Ensemble Learning for Heart Failure Classification by Least Error Boosting

DOI : 10.28991/ESJ-2023-07-01-010
Ployphan Sornsuwit , Phimkarnda Jundahuadong , Siwarit Pongsakornrungsilp
135-146
Abstract : 1095
PDF : 581

Leveraging Feature Sets and Machine Learning for Enhanced Energy Load Prediction: A Comparative Analysis

DOI : 10.28991/ESJ-2024-08-06-01
Fernando Pedro Silva Almeida , Mauro Castelli , Nadine Cí´rte-Real
2120-2143
Abstract : 818
PDF : 396

A Comparative Performance Analysis of Hybrid and Classical Machine Learning Method in Predicting Diabetes

DOI : 10.28991/ESJ-2023-07-01-08
Kalaiarasi Sonai Muthu Anbananthen , Mikail Bin Muhammad Azman Busst , Rajkumar Kannan , Subarmaniam Kannan
102-115
Abstract : 1575
PDF : 784

IRS-BAG-Integrated Radius-SMOTE Algorithm with Bagging Ensemble Learning Model for Imbalanced Data Set Classification

DOI : 10.28991/ESJ-2023-07-05-04
Lilis Yuningsih , Gede Angga Pradipta , Dadang Hermawan , Putu Desiana Wulaning Ayu , Dandy Pramana Hostiadi , Roy Rudolf Huizen
1501-1516
Abstract : 1041
PDF : 669

Associated Patterns and Predicting Model of Life Trauma, Depression, and Suicide Using Ensemble Machine Learning

DOI : 10.28991/ESJ-2022-06-04-02
Saifon Aekwarangkoon , Putthiporn Thanathamathee
679-693
Abstract : 1405
PDF : 797

Defining the Determinants of Corporate Financial Performance: A Machine Learning Approach

DOI : 10.28991/ESJ-2025-09-04-01
Idelia R. Badykova , Aliya A. Dinmukhametova
1764-1773
Abstract : 826
PDF : 635

Improving the Quality Indicators of Multilevel Data Sampling Processing Models Based on Unsupervised Clustering

DOI : 10.28991/ESJ-2024-08-01-025
Ilya S. Lebedev , Mikhail E. Sukhoparov
355-371
Abstract : 813
PDF : 512

DML-IDS: Distributed Multi-Layer Intrusion Detection System for Securing Healthcare Infrastructure

DOI : 10.28991/ESJ-2025-09-06-016
Mohamed Sirajudeen Yoosuf , P. Vijaya , Joseph Mani
3157-3173
Abstract : 28
PDF : 45

Gradient Descent Decision Tree Algorithm and Nonlinear Programming for Credit Risk Assessment and Credit Strategy

DOI : 10.28991/ESJ-2025-09-04-05
Guoqing Chen , Nipaporn Chutiman , Sujitta Suraphee , Andrei Volodin , Piyapatr Busababodhin
1831-1850
Abstract : 633
PDF : 364
1 - 12 of 12 items