Vol. 6 No. 3 (2025)

Published: 28-12-2025

Articles

A Cognitive-Driven Stacking Ensemble Approach for Dyslexia Handwriting Classification using LeNet-Based Deep Learning Models

Tabassum Gull Jan, Sajad Mohammad Khan, Sajid Yousuf Bhat

1-19
- PDF 494
- Abstract View 353
Detection and Classification of Emergency Vehicles from Audio and Video Inputs using Deep Learning Techniques

Ashraf Osman Ibrahim, Ephzibah E.P, Mareeswari V, Nishanth Samson I, Nasikethan R, Rozaida Ghazali Rozaida

20-32
- PDF 440
- Abstract View 296
An Intelligent Botnet Detection System for IoT Using Neural Networks and an Enhanced Moth Search Optimize

Sanaa Ghaleb, Waheed A. H. M. Ghanem, Abdullah B Nasser, Mumtazimah Mohamad

33-45
- PDF 238
- Abstract View 201
Dual-Stage Deep Learning Framework for Prostate Cancer Grading Using Swin U-Net and Attention-Based CNNs

Nattavut Sriwiboon, Songgrod Phimphisan

46-56
- PDF 223
- Abstract View 243
An Integrated Self-Diagnostic and Communication System for Autonomous Trash Can Robots

Bima Sena Bayu Dewantara, Kisron, Hary Oktavianto

57-70
- PDF 19
- Abstract View 169
An Optimization Algorithm of Synthesizing a Feed-Forward Neural Network to Determine a Human Functional State Using Stabilometry Data

Ivan Stepanyan, Safa Hameed

71-84
- PDF 198
- Abstract View 144
On-Device Training Based Anomaly Detection Platform

Bao-Toan Thai, Vy-Khang Tran, Chi-Ngon Nguyen, Van-Khanh Nguyen

85-102
- PDF 569
- Abstract View 333
Date Fruit Varieties Identification Using Convolutional Neural Networks: A Comparative Study

Munaf Salim Najim Al-Din

103-117
- PDF 231
- Abstract View 143
DLinear Model for Microclimate Prediction of Coffee-Pine Agroforestry

Heru Nurwarsito, Mustafa Mat Deris, Simon Oakley , Didik Suprayogo, Cahyo Prayogo , Aji Prasetya Wibawa

118-134
- PDF 238
- Abstract View 281
The Hybrid Local Maximum Distance Algorithm with Dissimilarity-Based Test Case Prioritization for Software Product Line Testing

Siti Hawa Mohamed Shareef, Rabatul Aduni Sulaiman, Abd Samad Hasan Basari, Muhammad Arif Shah

135-153
- PDF 181
- Abstract View 152
High-Dimensional Data Stream Classification: Improving Random Patch Online Ensemble Classifier

Hadjer Imene Bensaoula, Sarah Nait Bahloul

154-169
- PDF 222
- Abstract View 196
An Agent-Based Decision Fusion Regression Model for Analyzing Cyberspace Users' Engagement in Informatics Blogs

Ali Mohammed Saleh Ahmed, Israa Nazeeh, Firas Mohammed Aswad

170-182
- PDF 145
- Abstract View 203
Intelligent Trajectory Planning Algorithms for Autonomous Mobile Robots

‪Shaymaa Alzubairi‬‏, Alexander Petunin

183-199
- PDF 137
- Abstract View 106
Multi-Classes of Microorganisms Classification Using Hybrid Deep Stacked Autoencoder

Marwa T. Albayati, Mohd Ezanee Rusli, Moamin Mahmoud, Muhammed Ibrahim, Salam Omar Alo

200-218
- PDF 231
- Abstract View 160
A Comparative Study of Filter-Based Feature Selection in High-Dimensional Medical Datasets Using Whale Optimization Variants

Li Yu Yab, Noorhaniza Wahid, Rahayu A Hamid, José Machado

219-242
- PDF 132
- Abstract View 139
Multi-Class Flood Classification Model Using Spatial Topo-Hydrological Features and Interpretable Machine Learning

Jabir Abubakar Salisu, Hairulnizam Mahdin, Mohammed Hasan Aldulaimi , Mohammed Basman Ghanim, Heru Nurwarsito , Dahiru Adamu Aliyu

243-258
- PDF 289
- Abstract View 231
Interpreting the Smart Healthcare Model Using Shapley Values

Nejood faisal Abdulsattar, Hassan Khotanlou , Hatam Abdoli

259-270
- PDF 161
- Abstract View 136
Enhancing Pressure Vessel Design Optimization with a Hybrid CSA-PSO Algorithm

Ammar Adel Ahmed, Amera Istiqlal Badran, Ibrahim M. Ahmed, Yahya T. Qassim, Dilovan Asaad Zebari, Reving Masoud Abdulhakeem

271-291
- PDF 185
- Abstract View 243
An Approach of Hopfield Network-Based Optimization for Task Offloading and Resource Allocation in Mobile Edge Computing

Le Van Hoa, Dang Thanh Chuong, Nguyen Hoang Ha, Vo Viet Minh Nhat

292-306
- PDF 190
- Abstract View 149
An Enhanced Hybrid Binary Grey Wolf and Harris Hawk Optimization Algorithm Based on Cumulative Binomial Probability for Feature Selection in Classification

Manal Othman , Ku Ruhana Ku-Mahamud

307-322
- PDF 185
- Abstract View 183
The Use of Transformer-Based Models for Automatic Short-answer Scoring in Education: A Systematic Literature Review

Widhy Hayuhardhika Nugraha Putra, Mohd Farhan Md Fudzee, Buce Trias Hanggara, Welly Purnomo, Fajar Pradana, Admaja Dwi Herlambang

323-355
- PDF 561
- Abstract View 457
Burst-Aware Weighted Fair Queueing for Serverless Inference: Mitigating Noisy Neighbor Effects in Multi-Tenant Systems

Rajesh Kumar Pandey, Jubin Abhishek Soni, Amit Anand

356-369
- PDF 140
- Abstract View 199
AI-Driven Secure Emergency Message Dissemination in 5G-Enabled VANETs Using LSTM-Based Intrusion Detection and CP-ABE Encryption

Maath Albeyar, Ikram Smaoui, Hassene Mnif, Sameer Alani

370-386
- PDF 194
- Abstract View 151
Robust OCTA Vessel Segmentation for Early Detection of Neurodegenerative Disorders Using Multi-Scale CNN and Transformer Networks

Madhu C K, Raghunadhan K R, Uma B, Tejonidhi M R, Vinod A M

387-402
- PDF 216
- Abstract View 258
Computational Modelling and Smart Integration of Bio-Inspired Systems for Enhanced Wireless Localization Using Wearable Sensors

Elaf Ali Alsisi, Mahmoud Mohamed Bahloul, Mohammed Salah Khaleel, Mohammed Ali Mahgoub Elneel, Omer Eltag Mohammed Elhag, Mohamed M. Abbassy

403-415
- PDF 185
- Abstract View 164
Homomorphic Encryption-Enabled Federated Transfer Learning for Privacy-Preserving of Internet of Vehicles

Dr Mohammed Tanash, Dr. Yousif Khalid, Dr Waleed, Ali Q Saeed, Dr Tarik, Shahad, Ihab Yasien Mahmood

416-428
- PDF 228
- Abstract View 193
EffNetEye: A Multimodal Fusion Model for Multiclass Classification of Retinal Diseases

Zameer Fatima, Parneeta Dhaliwal, Deepak Gupta

429-442
- PDF 226
- Abstract View 298

Vol. 6 No. 3 (2025)

Articles

A Cognitive-Driven Stacking Ensemble Approach for Dyslexia Handwriting Classification using LeNet-Based Deep Learning Models

Detection and Classification of Emergency Vehicles from Audio and Video Inputs using Deep Learning Techniques

An Intelligent Botnet Detection System for IoT Using Neural Networks and an Enhanced Moth Search Optimize

Dual-Stage Deep Learning Framework for Prostate Cancer Grading Using Swin U-Net and Attention-Based CNNs

An Integrated Self-Diagnostic and Communication System for Autonomous Trash Can Robots

An Optimization Algorithm of Synthesizing a Feed-Forward Neural Network to Determine a Human Functional State Using Stabilometry Data

On-Device Training Based Anomaly Detection Platform

Date Fruit Varieties Identification Using Convolutional Neural Networks: A Comparative Study

DLinear Model for Microclimate Prediction of Coffee-Pine Agroforestry

The Hybrid Local Maximum Distance Algorithm with Dissimilarity-Based Test Case Prioritization for Software Product Line Testing

High-Dimensional Data Stream Classification: Improving Random Patch Online Ensemble Classifier

An Agent-Based Decision Fusion Regression Model for Analyzing Cyberspace Users' Engagement in Informatics Blogs

Intelligent Trajectory Planning Algorithms for Autonomous Mobile Robots

Multi-Classes of Microorganisms Classification Using Hybrid Deep Stacked Autoencoder

A Comparative Study of Filter-Based Feature Selection in High-Dimensional Medical Datasets Using Whale Optimization Variants

Multi-Class Flood Classification Model Using Spatial Topo-Hydrological Features and Interpretable Machine Learning

Interpreting the Smart Healthcare Model Using Shapley Values

Enhancing Pressure Vessel Design Optimization with a Hybrid CSA-PSO Algorithm

An Approach of Hopfield Network-Based Optimization for Task Offloading and Resource Allocation in Mobile Edge Computing

An Enhanced Hybrid Binary Grey Wolf and Harris Hawk Optimization Algorithm Based on Cumulative Binomial Probability for Feature Selection in Classification

The Use of Transformer-Based Models for Automatic Short-answer Scoring in Education: A Systematic Literature Review

Burst-Aware Weighted Fair Queueing for Serverless Inference: Mitigating Noisy Neighbor Effects in Multi-Tenant Systems

AI-Driven Secure Emergency Message Dissemination in 5G-Enabled VANETs Using LSTM-Based Intrusion Detection and CP-ABE Encryption

Robust OCTA Vessel Segmentation for Early Detection of Neurodegenerative Disorders Using Multi-Scale CNN and Transformer Networks

Computational Modelling and Smart Integration of Bio-Inspired Systems for Enhanced Wireless Localization Using Wearable Sensors

Homomorphic Encryption-Enabled Federated Transfer Learning for Privacy-Preserving of Internet of Vehicles

EffNetEye: A Multimodal Fusion Model for Multiclass Classification of Retinal Diseases

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