Search

Advanced filters
1 - 25 of 62 items 1 2 3 > >> 

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 : 940
PDF : 215

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 : 2085
PDF : 928

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 : 1095
PDF : 535

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 : 1374
PDF : 925

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 : 1026
PDF : 468

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 : 810
PDF : 319

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 : 962
PDF : 501

Learning Curves Prediction for a Transformers-Based Model

DOI : 10.28991/ESJ-2023-07-05-03
Francisco Cruz , Mauro Castelli
1491-1500
Abstract : 634
PDF : 339

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 : 415
PDF : 188

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 : 974
PDF : 381

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 : 1151
PDF : 589

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 : 1891
PDF : 1099

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 : 787
PDF : 277

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 : 1385
PDF : 621

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 : 393
PDF : 135

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 : 690
PDF : 395

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 : 640
PDF : 283

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 : 636
PDF : 269

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 : 854
PDF : 473

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 : 1063
PDF : 608

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 : 857
PDF : 462

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 : 1076
PDF : 414

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 : 1623
PDF : 992

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 : 405
PDF : 263

Forecasting Solar Power Generation Utilizing Machine Learning Models in Lubbock

DOI : 10.28991/ESJ-2023-07-04-02
Afshin Balal , Yaser Pakzad Jafarabadi , Ayda Demir , Morris Igene , Michael Giesselmann , Stephen Bayne
1052-1062
Abstract : 2364
PDF : 1353
1 - 25 of 62 items 1 2 3 > >>