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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 : 1178
PDF : 576

Empowering Higher Education Through Digital Transformation and Strategic Planning for Academic Advancement

DOI : 10.28991/ESJ-2024-SIED1-019
Ibrahim Rashid Al-Shamsi
321-334
Abstract : 499
PDF : 1088

Modified EDA and Backtranslation Augmentation in Deep Learning Models for Indonesian Aspect-Based Sentiment Analysis

DOI : 10.28991/ESJ-2023-07-01-018
. Natasya , Abba Suganda Girsang
256-272
Abstract : 1566
PDF : 974

Green Technology Innovation and Corporate Reputation: Key Drivers of ESG and Firm Performance

DOI : 10.28991/ESJ-2024-08-06-021
Xiyi Chen , Pankaewta Lakkanawanit , Muttanachai Suttipun , Trairong Swatdikun , Shi-Zheng Huang
2501-2518
Abstract : 1204
PDF : 686

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 : 899
PDF : 401

An Explainable Deep Learning Approach for Classifying Monkeypox Disease by Leveraging Skin Lesion Image Data

DOI : 10.28991/ESJ-2024-08-05-013
Andino Maseleno , Miftachul Huda , Chotirat Ann Ratanamahatana
1875-1897
Abstract : 726
PDF : 320

The Benefits of Automated Machine Learning in Hospitality: A Step-By-Step Guide and AutoML Tool

DOI : 10.28991/ESJ-2022-06-06-02
Mauro Castelli , Diego Costa Pinto , Saleh Shuqair , Davide Montali , Leonardo Vanneschi
1237-1254
Abstract : 1162
PDF : 702

Exploring Individuals' Experiences with Security Attacks: A Text Mining and Qualitative Study

DOI : 10.28991/ESJ-2024-08-01-010
Rabab Ali Abumalloh , Mahmud Alrahhal , Nahla El-Haggar , Albandari Alsumayt , Zeyad M. Alfawaer , Sumayh S. Aljameel
140-152
Abstract : 1013
PDF : 544

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 : 1787
PDF : 1112

Smart Farm-Care using a Deep Learning Model on Mobile Phones

DOI : 10.28991/ESJ-2023-07-02-013
Mercelin Francis , Kalaiarasi Sonai Muthu Anbananthen , Deisy Chelliah , Subarmaniam Kannan , Sridevi Subbiah , Jayakumar Krishnan
480-497
Abstract : 1320
PDF : 695

Comparative Analysis of ARIMA, Prophet, and Glmnet for Long Term Evolution (LTE) Base Station Traffic Forecasting

DOI : 10.28991/ESJ-2024-08-06-04
Tutun Juhana , Hajiar Yuliana , . Hendrawan , . Iskandar , Yasuo Musashi
2197-2217
Abstract : 798
PDF : 356

Selection of Modelling for Forecasting Crude Palm Oil Prices Using Deep Learning (GRU & LSTM)

DOI : 10.28991/ESJ-2024-08-03-05
Gabriella Alexander Tardini , . Suharjito
875-898
Abstract : 1933
PDF : 856

Continuous Capsule Network Method for Improving Electroencephalogram-Based Emotion Recognition

DOI : 10.28991/ESJ-2023-07-01-09
I Made Agus Wirawan , Retantyo Wardoyo , Danang Lelono , Sri Kusrohmaniah
116-134
Abstract : 1260
PDF : 733

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 : 1214
PDF : 755

An Optimized Hybrid Model for Perishable Product Quality Inference in the Food Supply Chain

DOI : 10.28991/ESJ-2025-09-01-027
Muhammad Asrol , . Suharjito , Riyanto Jayadi
485-503
Abstract : 886
PDF : 507

A YOLO Detector Providing Fast and Accurate Pupil Center Estimation using Regions Surrounding a Pupil

DOI : 10.28991/ESJ-2022-06-05-05
Wattanapong Kurdthongmee , Piyadhida Kurdthongmee , Korrakot Suwannarat , Jeremy K. Kiplagat
985-997
Abstract : 2783
PDF : 1280

Fusion Landsat-8 Thermal TIRS and OLI Datasets for Superior Monitoring and Change Detection using Remote Sensing

DOI : 10.28991/ESJ-2023-07-02-09
Hayder Dibs , Alaa Hussein Ali , Nadhir Al-Ansari , Salwan Ali Abed
428-444
Abstract : 1992
PDF : 998

Brightness as an Augmentation Technique for Image Classification

DOI : 10.28991/ESJ-2022-06-04-015
Ibrahem Kandel , Mauro Castelli , Luca Manzoni
881-892
Abstract : 1666
PDF : 2931

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 : 1562
PDF : 748

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 : 1084
PDF : 555

Optimizing Consensus in Blockchain with Deep and Reinforcement Learning

DOI : 10.28991/ESJ-2025-09-04-08
William Villegas-Ch , Jaime Govea , Rommel Gutierrez
1886-1908
Abstract : 545
PDF : 313

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 : 526
PDF : 234

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 : 795
PDF : 457

Effective Model of Knowledge-Based Transformation and Sustainable Development in BRICS-T Countries

DOI : 10.28991/ESJ-2025-09-03-028
Gustavo Pessoa , Yerkenazym Orynbassarova , Ali Sabyrzhan , Victor Renobell , Vadim Ponkratov , Nurlan Kaldibayev , Irina Nikolaeva , Andrey Pozdnyaev , Anna Shkalenko , David Philippov , Olesya Dudnik
1709-1730
Abstract : 513
PDF : 185

Evaluation of Machine Learning Algorithms for Emotions Recognition using Electrocardiogram

DOI : 10.28991/ESJ-2023-07-01-011
Chy Mohammed Tawsif Khan , Nor Azlina Ab Aziz , J. Emerson Raja , Sophan Wahyudi Bin Nawawi , Pushpa Rani
147-161
Abstract : 1489
PDF : 744
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