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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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
Arab Face Recognition and Identification Based on Ethnicity and Gender Using Machine Learning
Mohammed Abual-Rub,Khalid Nahar,Ammar Almomani,Firas Alzobi
#Ethnicity
#facial recognition
#neural network
#multi-class classification
#machine learning
#facial features
Automated Excavator Activity Diagnosis Via a Topology and Statistical Information Based Classifier
Mushu Wang,YuKui Qin,Tiepeng Bi,Weigang Pan
#Metric learning
#covering algorithm
#topology and statistical information
#excavator activity classify
An Effective Online Learning Course Recommendation Using Improved Deep Active Convolutional Neural Network Based Sentiment Analysis and Ranking
Roshan Bhanuse,Sandip Mal
#Text pre-processing
#feature extraction
#feature selection
#optimization
#sentiment analysis
#online learning
#recommendation
MXLPred: A Natural Language Processing Deep Learning Model for ICU Patients’ Data
Daphne Samuel,Mary Anita Rajam
#Deep learning
#ensemble model
#natural language processing
#MIMIC-IV
#regression
#big query
Feature Selection Method Based on Consecutive Forward Selection and Backward Elimination Concepts Using a Weighted Vector
Luai Al-Shalabi
#Feature selection
#forward-backward
#chi-square
#classification
A Spatio-Temporal Feature Representation of Multimodal Surveillance Images for Behavioral Recognition
Lei Ma,Hongxue Yang,Guanghao Jin
#Multimodal
#surveillance images
#spatio-temporal features
#behavioral recognition
#convolutional neural network
#dual attention mechanism
Explore the Relationship between House Prices and Crime Rate in the UK Using Machine Learning Techniques
Soudabeh Motevali,Hamzeh Aljawawdeh,Sami Abuezhayeh,Eman Qaddoumi
#Machine learning techniques
#decision trees
#random forest
#house prices
#crime rates
#house price pre-diction
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 Two-Stage Method of Cervical Cancer Detection using Hybrid Classification Methods
Orasa Patsadu,Srisuda Soranunsri,Chananate Arthayukti
#Cervical cancer
#hybrid classification methods
#two stage classification
#machine learning
#healthcare
Perception of Natural Scenes: Objects Detection and Segmentations using Saliency Map with AlexNet
Muhammad Waqas Ahmed,Abdulwahab Alazeb,Naif Al Mudawi,Touseef Sadiq,Bayan Alabdullah,Hameed ur Rahman,Asaad Algarni,Ahmad Jalal
#Pattern recognition
#alexNet
#fish swarm algorithm
#object detection
Facial Expression Recognition and Classification Using Optimized EfficientNet-B7
Jenu Prabha,Vinod Kumar
#Facial expression
#recognition
#optimization
#efficientnet
#feature extraction
#deep learning
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
ACLM: Developing a Compact Arabic Language Model
Mohamed Alkaoud,Muteb Alsaqoub,Ibrahim Aljodhi,Abdulrhman Alqadibi,Omar Altammami
#Arabic NLP
#deep learning
#efficient AI
#generative AI
#GPT
#large language models
#natural language generation
#NLP
#small language models
A Machine Learning Attempt for Anatomizing Software Risks in Small and Medium Agile Enterprises
Ayesha Ziana Mohamed,Charles Jebapillai
#Software risk analysis
#software risk classification
#risk prediction
#machine learning
#agile software risk assessment
GNN-DQL-Based Chronic Kidney Disease Classification Using GFR in the Internet of Medical Things Environment
Bhavani Tatiparti,Vydeki Dharmar
#Deep learning
#neural network
#Q-learning
#glomerular filtration rate
#mayfly optimization
#optimal features
#parameter optimization
#AMO
Hybrid FuzzyPCA-VGG16 Framework for Classifying Pox Virus Images
K.P. Haripriya,H. Hannah Inbarani
#Classification
#VGG-16
#PCA
#fuzzy membership function
#CNN
#resnet50
#data augmentation
Perception of Natural Scenes: Objects Detection and Segmentations using Saliency Map with
AlexNet, Abdulwahab Alazeb, Naif Al Mudawi, Touseef Sadiq, Bayan Alabdullah, Hameed ur Rahman, Asaad Algarni, Ahmad Jalal
#Pattern recognition
# alexNet
# fish swarm algorithm
# object detection
Explore the Relationship between House Prices and Crime Rate in the UK Using Machine Learning Techniques
Soudabeh Motevali,Hamzeh Aljawawdeh,Sami Abuezhayeh,Eman Qaddoumi
#Machine learning techniques
#decision trees
#random forest
#house prices
#crime rates
#house price pre-diction
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
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