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1 - 17 of 17 items

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 : 2390
PDF : 1097

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 : 1132
PDF : 433

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 : 1206
PDF : 727

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 : 724
PDF : 250

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 : 1513
PDF : 1009

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 : 1384
PDF : 715

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 : 789
PDF : 340

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 : 926
PDF : 391

Educational Data Mining to Predict Bachelors Students' Success

DOI : 10.28991/ESJ-2023-SIED2-013
David Jacob , Roberto Henriques
159-171
Abstract : 1185
PDF : 533

State of Charge Estimation of Lead Acid Battery using Neural Network for Advanced Renewable Energy Systems

DOI : 10.28991/ESJ-2023-07-03-02
Ryo G. Widjaja , Muhammad Asrol , Iwan Agustono , Endang Djuana , Christian Harito , G. N. Elwirehardja , Bens Pardamean , Fergyanto E. Gunawan , Tim Pasang , Derrick Speaks , Eklas Hossain , Arief S. Budiman
691-703
Abstract : 1381
PDF : 842

Crop Monitoring System Using IoT, Solar Energy and Decision Tree Algorithm

DOI : 10.28991/ESJ-2025-09-02-06
Ricardo Yauri , Luis Cuyubamba , Stefano Nuñez
603-614
Abstract : 529
PDF : 196

A Machine Learning Approach to Predict Creatine Kinase Test Results

DOI : 10.28991/esj-2020-01231
Zehra Nur Canbolat , Gökhan Silahtaroğlu , Özge Doğuç , Nevin Yılmaztürk
283-296
Abstract : 1782
PDF : 1094

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 : 2653
PDF : 1459

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 : 1539
PDF : 731

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 : 698
PDF : 276

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 : 543
PDF : 107

Machine Learning and Parameter Optimization for Banking Stability Prediction and Determinants Identification in ASEAN

DOI : 10.28991/ESJ-2025-09-03-04
Pham Thuy Tu , Dao Le Kieu Oanh , Do Doan Trang
1189-1208
Abstract : 784
PDF : 318
1 - 17 of 17 items