ISSN: 1683-3198
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e-ISSN: 2309-4524
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DOI: 10.34028/iajit
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The International Arab Journal of Information Technology
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Volume 22, Number 05, September 2025
Volume
22
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September
2025
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Number
05
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Exploring the Intersection of Information Theory and Machine Learning
Yousef Jaradat,Mohammad Masoud,Ahmad Manasrah,Mohammad Alia,Khalid Suwais,Sally Almanasra
#Information theory
#machine learning
#entropy
#mutual information
#information bottleneck
An Efficient Integrity and Authenticated Elliptic Curve Cryptography Algorithm for Secure Storage and Routing in TLS/SSL
Josepha Menandas,Mary Subaja
#Elliptic curve cryptography
#transport layer security
#confidentiality
#authentication
#integrity
#chinese remainder theorem
#hash algorithm
#point arithmetic
NS-PPO: A Two-Stage Data Resampling Framework for the Initial Phase of Software Defect Prediction
Xiaowei Zhao,Xuanye Wang,Siliang Suo,Lu Lu
#Software defect prediction
#class imbalance
#deep reinforcement learning
Enhancing IoV Integration: The Critical Role of Secure Data Transmission in IoT and Electric Vehicle Ecosystems
Faisal Faisal,Moamin Mahmoud,Abba Hassan,Salama Mostafa,Saraswathy Gunasekaran
#Internet of things
#electric vehicles
#internet of vehicles
#security
#data protection
#blockchain
#smart grid
Using Fuzzy Clustering Models to Predict User Demand in Precision Marketing of Cross-Border E-Commerce
Jianzhong Li,Fengwei Zhang,Nana Liu
#Cross border
#e-commerce
#fuzzy c-means
#stagnancy degree
Deep Learning-Based Control System for Context-Aware Surveillance Using Skeleton Sequences from IP and Drone Camera video
Vasavi Sanikommu,Sobhana Mummaneni,Novaline Jacob,Emmanuel Sanjay Raj K.C,Bhartendra Kumar,Radha Devi Pullur Variam
#Computer vision
#human activity recognition
#face recognition
#crowd video surveillance
#deep learning
#feature extraction
A New Data Reduction Technique for Efficient Arabic Data Sentiment Analysis
Remah Younisse,Arafat Awajan,Maram Bani Younes
#Arabic language
#sentiment analysis
#BERT
#data reduction
#TF-IDF
Location-Based Routing Protocol with Optimized Data Aggregation for Vehicular Ad Hoc Networks (VANETs)
Abdelkrim Houacine,Mansour Mekour
#VANETs
#dynamic routing
#data efficiency
#location-aware communication
#mobility optimization
Ecological Capacity Assessment of Forest Park Tourists by Integrating Attention Mechanisms and Remote Sensing Images
Qiaofeng Zhou
#Attention mechanisms
#remote sensing imagery
#tourist
#ecological capacity
Transformer-Based Text Summarization: A Deep Learning Approach with Hybrid Optimization
Dabiah Alboaneen
#Deep learning
#text summarization
#transformer
#optimization
#extractive and abstractive
Unsupervised Convolutional Autoencoder Framework for Multimodal Medical Image Fusion in Brain Tumour Diagnosis
Saravanan Vijayan,Malarvizhi Subramani
#Unsupervised learning
#autoencoders
#image fusion
#medical images
#brain tumours
Adaptive Red Panda Optimization for Feature Extraction in Diabetic Retinopathy Detection Using Deep Learning
Mahesh Ramakrishnappa,Rohith Shivashankar
#Diabetes
#diabetic retinopathy detection
#convolutional neural network
#U-net
#red panda optimization
Precision Pursuit: A Spectral Decomposition-Driven Adaptive Block Measurement Matrix for Enhanced Compressive Sensing in Imaging
Aarthi Elaveini,Deepa Thangavel
#Hybrid sensing matrix
#sparsity
#recovery algorithm
#OMP
#CoSaMP
Hybrid CNN Xception and Long Short-Term Memory Model for the Detection of Interpersonal Violence in Videos
David Calderon-Vilca,Kent Cuadros-Ramos,Sergio Valcarcel-Ascencios,Igor Aguilar-Alonso
#Image processing
#LSTM
#patterns of violence
#violence detection
#xception
An Improved Taylor Hyperbolic Tangent and Sigmoid Activations for Avoiding Vanishing Gradients in Recurrent Neural Nets
Tirupati Gullipalli,Krishna Murali,Srinivasa Peri
#Vanishing gradient
#taylor expansion
#functional approximation
#sigmoid
#hyperbolic tangent
#neural networks
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