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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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
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
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
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
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
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
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
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
Cyber Threat Defense in Power Grids: Introducing the Grid-Lock Secure-Chain Consensus Framework
Rashi Saxena,Lalitha Kumari
#Blockchain
#cyber threats
#proof of vote
#smart grid
#security
#consensus mechanism
Graph-Theoretic Model for Analyzing the Properties of Local Network in Social Internet of Things
Selvaraj Seerangan,Thangarajan Ramasamy
#Parental object relationship
#SIoT
#social object relationship
#CLOR
#C-WOR
#ownership object relationship
Federated Graph Neural Networks for Dynamic IoT Collaboration Optimization in Smart Home Environments
Cheng Zhang,Yuanquan Zhong
#IoT device collaboration
#graph neural network
#federated learning
#graph structure
#smart home
HECOCP: Hybrid Edge-Cloud Optimistic Concurrency Protocol for Sensor Data Transactional Services
Abdelraouf Ishtaiwi,Ahmad Nabot,Omar Alzubi,Awad Ramadan,Abdulbasit Darem,Asma Alhashmi,Mohammad Alauthman,Amjad Aldweesh
#Hybrid concurrency control
#local validation
#global validation
#edge-cloud
An Efficient Deep Learning based Multi-Level Feature Extraction Network for Multi-modal Medical Image Fusion
Syed Munawwar,Panyam Vuppu Gopi Krishna Rao
#Image fusion
#deep learning
#feature extraction
#soft attention
#and modified resblock
A Dual-End Recommendation Algorithm Integrating User Intent and Knowledge-Aware Attention Networks
Zijie Ji,Teng Lv,Yi Yu
#Recommendation model
#user intent
#knowledge-aware attention
#dual-end recommendation
Neural Networks and Sentiment Features for Extremist Content Detection in Arabic Social Media
Hanen Himdi,Fatimah Alhayan,Khaled Shaalan
#BERT
#sentiment analysis
#deep learning
#transformer-based models
Trust Enabled Secure Routing in Vehicular Adhoc Networks
M Venkata Krishna Reddy,G Kiran Kumar,Panduranga Vital Terlapu,D. Jayaram,Shirina Samreen
#Mobility
#reliability
#secure routing
#trust
#VANET
An Efficient Deep Learning based Multi-Level Feature Extraction Network for Multi-modal
Syed Munawwar,Panyam Vuppu Gopi Krishna Rao
#Image fusion
#deep learning
#feature extraction
#soft attention
#and modified resblock
A Dual-End Recommendation Algorithm Integrating User Intent and Knowledge-Aware Attention Networks
Zijie Ji,Teng Lv,Yi Yu
#Recommendation model
#user intent
#knowledge-aware attention
#dual-end recommendation
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