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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 : 1096

  PDF : 384

  DOI : 10.28991/ESJ-2025-09-02-07

• Stand up Against Bad Intended News: An Approach to Detect Fake News using Machine Learning

  DOI : 10.28991/ESJ-2023-07-04-015

  Nafiz Fahad , K. O. Michael Goh , Md. Ismail Hossen , K. M. Shahriar Shopnil , Israt Jahan Mitu , Md. A. Hossain Alif , Connie Tee

  1247-1259

  Abstract : 2316

  PDF : 1052

  DOI : 10.28991/ESJ-2023-07-04-015

• Support Directional Shifting Vector: A Direction Based Machine Learning Classifier

  DOI : 10.28991/esj-2021-01306

  Md. Kowsher , Imran Hossen , Anik Tahabilder , Nusrat Jahan Prottasha , Kaiser Habib , Zafril Rizal M. Azmi

  700-713

  Abstract : 1186

  PDF : 613

  DOI : 10.28991/esj-2021-01306

• Machine Learning Bias in Predicting High School Grades: A Knowledge Perspective

  DOI : 10.28991/esj-2021-01298

  Ricardo Costa-Mendes , Frederico Cruz-Jesus , Tiago Oliveira , Mauro Castelli

  576-597

  Abstract : 1481

  PDF : 994

  DOI : 10.28991/esj-2021-01298

• An Optimized Machine Learning and Deep Learning Framework for Facial and Masked Facial Recognition

  DOI : 10.28991/ESJ-2023-07-04-010

  Putthiporn Thanathamathee , Siriporn Sawangarreerak , Prateep Kongkla , Dinna Nina Mohd Nizam

  1173-1187

  Abstract : 1133

  PDF : 534

  DOI : 10.28991/ESJ-2023-07-04-010

• A Binary Survivability Prediction Classification Model towards Understanding of Osteosarcoma Prognosis

  DOI : 10.28991/ESJ-2023-07-04-018

  Saravanan Muthaiyah , Vivek Ajit Singh , Thein Oak Kyaw Zaw , Kalaiarasi S. M. Anbananthen , Byeonghwa Park , Myung Joon Kim

  1294-1314

  Abstract : 906

  PDF : 380

  DOI : 10.28991/ESJ-2023-07-04-018

• The Role of Technology in the Learning Process: A Decision Tree-Based Model Using Machine Learning

  DOI : 10.28991/ESJ-2022-SIED-020

  Yuri V. S. Mendonça , Paola G. Vinueza Naranjo , Diego Costa Pinto

  280-295

  Abstract : 1082

  PDF : 586

  DOI : 10.28991/ESJ-2022-SIED-020

• Learning Curves Prediction for a Transformers-Based Model

  DOI : 10.28991/ESJ-2023-07-05-03

  Francisco Cruz , Mauro Castelli

  1491-1500

  Abstract : 768

  PDF : 402

  DOI : 10.28991/ESJ-2023-07-05-03

• Neural Networks in Optimizing the Performance of the Elliptical-Plasmonic Sensor

  DOI : 10.28991/ESJ-2024-08-05-07

  Khaikal Ramadhan , Andi M. N. F. Syamsul , Arip Marwan , Beny Agustirandi , Mhd Yasir , Hadi Christian

  1798-1811

  Abstract : 531

  PDF : 249

  DOI : 10.28991/ESJ-2024-08-05-07

• Analyzing Socio-Academic Factors and Predictive Modeling of Student Performance Using Machine Learning Techniques

  DOI : 10.28991/ESJ-2024-08-04-05

  Romel Al-Ali , Khadija Alhumaid , Maha Khalifa , Said A. Salloum , Rima Shishakly , Mohammed Amin Almaiah

  1304-1319

  Abstract : 1296

  PDF : 496

  DOI : 10.28991/ESJ-2024-08-04-05

• Analyzing the Effect of Basic Data Augmentation for COVID-19 Detection through a Fractional Factorial Experimental Design

  DOI : 10.28991/ESJ-2023-SPER-01

  Mateo Hidalgo Davila , Maria Baldeon-Calisto , Juan Jose Murillo , Bernardo Puente-Mejia , Danny Navarrete , Daniel Riofrí­o , Noel Peréz , Diego S. Bení­tez , Ricardo Flores Moyano

  1-16

  Abstract : 1242

  PDF : 658

  DOI : 10.28991/ESJ-2023-SPER-01

• Analyzing Navigational Data and Predicting Student Grades Using Support Vector Machine

  DOI : 10.28991/esj-2020-01227

  SriUdaya Damuluri , Khondkar Islam , Pouyan Ahmadi , Namra Shafiq Qureshi

  243-252

  Abstract : 1979

  PDF : 1206

  DOI : 10.28991/esj-2020-01227

• PM2.5 IoT Sensor Calibration and Implementation Issues Including Machine Learning

  DOI : 10.28991/ESJ-2024-08-06-08

  Wacharapong Srisang , Krisanadej Jaroensutasinee , Mullica Jaroensutasinee , Chonthicha Khongthong , John Rex P. Piamonte , Elena B. Sparrow

  2267-2277

  Abstract : 967

  PDF : 368

  DOI : 10.28991/ESJ-2024-08-06-08

• 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 : 1504

  PDF : 708

  DOI : 10.28991/ESJ-2023-07-01-08

• Early Prediction Detection of Retail and Corporate Credit Risks Using Machine Learning Algorithms

  DOI : 10.28991/ESJ-2025-09-02-025

  Mohamed A. Hamada , Karim Farag , Adejor E. Abiche

  995-1012

  Abstract : 630

  PDF : 220

  DOI : 10.28991/ESJ-2025-09-02-025

• Enhancing Learning Object Analysis through Fuzzy C-Means Clustering and Web Mining Methods

  DOI : 10.28991/ESJ-2023-07-03-010

  Meryem Amane , Karima Aissaoui , Mohammed Berrada

  799-807

  Abstract : 778

  PDF : 467

  DOI : 10.28991/ESJ-2023-07-03-010

• Breast Cancer Prediction Using Transfer Learning-Based Classification Model

  DOI : 10.28991/ESJ-2024-08-06-014

  Sheeba Armoogum , Kezhilen Motean , Deshinta Arrova Dewi , Tri Basuki Kurniawan , Jureerat Kijsomporn

  2373-2384

  Abstract : 844

  PDF : 355

  DOI : 10.28991/ESJ-2024-08-06-014

• 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 : 763

  PDF : 325

  DOI : 10.28991/ESJ-2024-08-06-01

• Adaptive Learning and Integrated Use of Information Flow Forecasting Methods

  DOI : 10.28991/ESJ-2023-07-03-03

  Ilya S. Lebedev , Mikhail E. Sukhoparov

  704-723

  Abstract : 947

  PDF : 543

  DOI : 10.28991/ESJ-2023-07-03-03

• Utilizing Machine Learning to Reassess the Predictability of Bank Stocks

  DOI : 10.28991/ESJ-2023-07-03-04

  Hera Antonopoulou , Leonidas Theodorakopoulos , Constantinos Halkiopoulos , Vicky Mamalougkou

  724-732

  Abstract : 1168

  PDF : 703

  DOI : 10.28991/ESJ-2023-07-03-04

• 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 : 990

  PDF : 545

  DOI : 10.28991/ESJ-2023-07-05-04

• Advanced Genetic Programming vs. State-of-the-Art AutoML in Imbalanced Binary Classification

  DOI : 10.28991/ESJ-2023-07-04-021

  Franz Frank , Fernando Bacao

  1349-1363

  Abstract : 1160

  PDF : 476

  DOI : 10.28991/ESJ-2023-07-04-021

• Deep Learning Research: Scientometric Assessment of Global Publications Output during 2004 -17

  DOI : 10.28991/esj-2019-01165

  B. M. Gupta , S. M. Dhawan

  23-32

  Abstract : 1726

  PDF : 1089

  DOI : 10.28991/esj-2019-01165

• Optimizing STEM Education via e-Learning: Addressing Challenges and Strategic Planning for Graduate Employment Outcomes

  DOI : 10.28991/ESJ-2024-SIED1-014

  Ibrahim Rashid Al Shamsi

  231-248

  Abstract : 557

  PDF : 360

  DOI : 10.28991/ESJ-2024-SIED1-014

• Application of Machine Learning Methods for Asset Management on Power Distribution Networks

  DOI : 10.28991/ESJ-2022-06-04-017

  Gopal lal Rajora , Miguel A. Sanz-Bobi , Carlos Mateo Domingo

  905-920

  Abstract : 2090

  PDF : 1097

  DOI : 10.28991/ESJ-2022-06-04-017