Vol. 6 No. 1 (2025)

Published: 30-06-2025

Articles

Diabetes Prediction Through Classification Using Pima Dataset: Survey and Evaluation

Ahmad Abu-Shareha, Mosleh M. Abualhaj, Mohammad A. Alsharaiah, Adeeb Al-Saaidah, Anusha Achuthan

1-20
- PDF 1112
- Abstract View 707
Construction of Financial Sharing Service System for New Energy Enterprises Based on Particle Swarm Optimization Algorithm

Yueran Xu

21-34
- PDF 495
- Abstract View 288
Advanced LWAVF Framework Based on Neural Network Security in IoMT for Managing Patient Data Authentication and Integrity Validation with Consensus Mapping

Taher M. Ghazal, Taj-Aldeen Naser Abdali, Mosleh M. Abualhaj, Ali Q Saeed, Munir Ahmad

35-57
- PDF 419
- Abstract View 274
CAFED-Net: Cross-Adaptive Federated Learning with Dy-namic Adversarial Defense for Real-Time Privacy-Preserving and Threat Detection in Distributed IoT Ecosystems

Shahla Abdulqader

58-68
- PDF 436
- Abstract View 324
A Comparative Study of Metaheuristic Optimization Algorithms on Distinct Benchmark Functions

Muhamad Asyraf Anuar, Rosziati Ibrahim, Nurezayana Zainal, Mazidah Mat Rejab, Hana Hachimi

69-85
- PDF 715
- Abstract View 600
Intelligent Pathological Diagnosis of Melanocytic Lesions Using Deep Learning

Qian Bian, Jiayi Zhang, ELcid A.Serrano

86-94
- PDF 384
- Abstract View 220
Predicting Conversations: Innovating Chatbot Technology with a Hybrid PSO-LSTM Deep Learning Model

Ruwaida Mohammed Yas, Huda W. Ahmed, Maysaa H. Abdulameer

95-106
- PDF 459
- Abstract View 342
LughaNet: Automated Arabic WordNet Construction and Evaluation Using Semantic Question Similarity

Ammar Al-Edhari, Mohsen Kahani

107-126
- PDF 536
- Abstract View 337
A Fuzzy-based Cluster Head Selection Technique for Optimizing Communication of VANETs

Yousif Khalid Yousif, Ali Kadhim Bermani, Mohammed Hasan Aldulaimi, Mohammed Khalaf, Rasha Bashar Mohammed, Ahmed J. M. Almihi

127-137
- PDF 494
- Abstract View 401
Efficient Implementation of Searchless Fractal Image Compression on Low-cost FPGA for Real-Time Encoding

Abdul-Malik Saad, Zhia Hao Chai, Nayef A. M. Alduais, Mohammed Sultan Mohammed, Antar Shaddad H. Abdul-Qawy, Abdullah B. Nasser, Waheed Ali H. M. Ghanem, Hisham Haider Yusef Sa'ad

138-149
- PDF 526
- Abstract View 330
Multivariate Singular Spectrum Analysis with Hybrid Optimization for Reliable Electricity Load Forecasting

Zahraa Qasim Abed Al-Ezzi, Jagadeesh Pasupuleti , Mustafa Musa Jaber

150-168
- PDF 320
- Abstract View 244
A Systematic Review Of Multi-Agent Systems And Mobile Edge Computing In Intelligent Transportation Systems

Hassan Mohamed, Hend Marouane, Ahmed Fakhfakh

169-181
- PDF 537
- Abstract View 659
Evaluation of Hyperparameter Optimization Techniques in Deep Learning considering Accuracy, Runtime and Computational Efficiency Metrics

John Bush Idoko, Mohammad Khaleel Sallam Ma’aitah, Almuntadher Alwhelat, Kennedy Smart, Zainab Alwaeli

182-199
- PDF 439
- Abstract View 431
Efficient Kidney Cancer Classification from CT Images Using a Lightweight Convolutional Neural Network Optimized with an Enhanced Crow Swarm Optimization Algorithm

Dhuha Abdalredha Kadhim, Mazin Abed Mohammed

200-229
- PDF 344
- Abstract View 293
An Ensemble Learning Model for Multi-Type Cancer Prediction in Clinical Diagnostic Decision Support Systems

Salama A. Mostafa, Dhafar Fakhry Hasan, Maha A. Abdul-Jabar, Aida Mustapha

230-246
- PDF 472
- Abstract View 403
Enhancing Intrusion Detection Using Hybrid Long Short-Term Memory and XGBoost

‪Yousef Alraba'nah‬‏, Saleh Al-Sharaeh, Ghosoun Al Hindi

247-261
- PDF 658
- Abstract View 396
Comparative Analysis of Distance Functions on DBSCAN Algorithm: Mapping Malnourished Toddlers in Medan City, Indonesia

Ichwanul Muslim Karo Karo, Mohd Farhan Bin Md. Fudzee , Shahreen Binti Kasim, Azizul Azhar Ramli, Jemal H. Abawajy, Mohammad Syafwan Arshad

262-277
- PDF 377
- Abstract View 310
Enhancing YOLO with Adversarial and Transfer Learning for UAV-Based Urban Wildlife Conservation

Thavavel Vaiyapuri, Elham Kariri, Ahmed Abdelrahman, Raya Aldawood

278-288
- PDF 409
- Abstract View 361
mLPB: A Modified Learner Performance-Based Behavior Algorithm Through Differential Evolution

Abbas Mahmood Ahmed, Tarik A. Rashid

289-307
- PDF 275
- Abstract View 285
Classifying Nutrient Deficiencies in Palm Oil Leaves Using Convolutional Neural Network with Class Weights and Early Stopping Techniques

Nureize Arbaiy, Muhammad Nazim Razali, Muhammad Shukri Che Lah, Lin Pei-Chun , Syafikrudin Ismail

308-318
- PDF 452
- Abstract View 318
An IoT-Based Active Learning Convolutional Neural Networks Model for Predicting River Water Quality

Taher M. Ghazal

319-332
- PDF 269
- Abstract View 287
An Artificial Intelligence of Things Intrusion Detection Framework for Mitigating Cyber and Ransomware Threats in IoT Networks

Shayma Wail Nourildean, Wafa Mefteh, Ali Mohsen Frihida

333-346
- PDF 310
- Abstract View 274
Enhanced Image Encryption Using Pixel-Block Permutation and Multi-Chaotic Maps with DNA-Based Diffusion

Merdin Shamal Salih, Subhi R. M. Zeebaree

347-358
- PDF 339
- Abstract View 295
LSOARP: A Link Stability and Obstacle-Aware Routing Protocol for UAV Networks

Almuntadher Mahmood Alwhelat, Muhammad Ilyas, John Bush Idoko, Lina Jamal Ibrahim, Mazin S AL-Hakeem, Sinan Q. Salih

359-377
- PDF 299
- Abstract View 303
Android Ransomware Detection by Deep Learning

Nuraini Syahirah Abd Rais, Cik Feresa Mohd Foozy, Andi Maslan

378-393
- PDF 359
- Abstract View 341
Adaptive Intrusion Response via Federated Meta-Learning for IIoT Zero-Day Mitigation

Hani Q. R. Al-Zoubi, Mohammed Salahat, Nidal Aldmour

394-405
- PDF 321
- Abstract View 322
A Multi-Agent-Based Deep Learning Model for Protecting Cloud Computing Environment Against Distributed Denial of Service Flooding Attacks

Nafea A. Majeed Alhammadi, Mohamed Mabrouk

406-422
- PDF 309
- Abstract View 320
Robotic Surgery and The Law: Defining Control and Criminal Responsibility

Husein Bani Issa

423-434
- PDF 523
- Abstract View 668
Employing Hybrid Watermarking to Improve Email Security Against Cyber Attacks

Ibrahim Ahmed, Awos Kh. Ali, Mahmood S. Mahmood

435-447
- PDF 473
- Abstract View 384

Vol. 6 No. 1 (2025)

Articles

Diabetes Prediction Through Classification Using Pima Dataset: Survey and Evaluation

Construction of Financial Sharing Service System for New Energy Enterprises Based on Particle Swarm Optimization Algorithm

Advanced LWAVF Framework Based on Neural Network Security in IoMT for Managing Patient Data Authentication and Integrity Validation with Consensus Mapping

CAFED-Net: Cross-Adaptive Federated Learning with Dy-namic Adversarial Defense for Real-Time Privacy-Preserving and Threat Detection in Distributed IoT Ecosystems

A Comparative Study of Metaheuristic Optimization Algorithms on Distinct Benchmark Functions

Intelligent Pathological Diagnosis of Melanocytic Lesions Using Deep Learning

Predicting Conversations: Innovating Chatbot Technology with a Hybrid PSO-LSTM Deep Learning Model

LughaNet: Automated Arabic WordNet Construction and Evaluation Using Semantic Question Similarity

A Fuzzy-based Cluster Head Selection Technique for Optimizing Communication of VANETs

Efficient Implementation of Searchless Fractal Image Compression on Low-cost FPGA for Real-Time Encoding

Multivariate Singular Spectrum Analysis with Hybrid Optimization for Reliable Electricity Load Forecasting

A Systematic Review Of Multi-Agent Systems And Mobile Edge Computing In Intelligent Transportation Systems

Evaluation of Hyperparameter Optimization Techniques in Deep Learning considering Accuracy, Runtime and Computational Efficiency Metrics

Efficient Kidney Cancer Classification from CT Images Using a Lightweight Convolutional Neural Network Optimized with an Enhanced Crow Swarm Optimization Algorithm

An Ensemble Learning Model for Multi-Type Cancer Prediction in Clinical Diagnostic Decision Support Systems

Enhancing Intrusion Detection Using Hybrid Long Short-Term Memory and XGBoost

Comparative Analysis of Distance Functions on DBSCAN Algorithm: Mapping Malnourished Toddlers in Medan City, Indonesia

Enhancing YOLO with Adversarial and Transfer Learning for UAV-Based Urban Wildlife Conservation

mLPB: A Modified Learner Performance-Based Behavior Algorithm Through Differential Evolution

Classifying Nutrient Deficiencies in Palm Oil Leaves Using Convolutional Neural Network with Class Weights and Early Stopping Techniques

An IoT-Based Active Learning Convolutional Neural Networks Model for Predicting River Water Quality

An Artificial Intelligence of Things Intrusion Detection Framework for Mitigating Cyber and Ransomware Threats in IoT Networks

Enhanced Image Encryption Using Pixel-Block Permutation and Multi-Chaotic Maps with DNA-Based Diffusion

LSOARP: A Link Stability and Obstacle-Aware Routing Protocol for UAV Networks

Android Ransomware Detection by Deep Learning

Adaptive Intrusion Response via Federated Meta-Learning for IIoT Zero-Day Mitigation

A Multi-Agent-Based Deep Learning Model for Protecting Cloud Computing Environment Against Distributed Denial of Service Flooding Attacks

Robotic Surgery and The Law: Defining Control and Criminal Responsibility

Employing Hybrid Watermarking to Improve Email Security Against Cyber Attacks

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