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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Statistics
Machine Learning Perspective Sattam Almatarneh
Dept. Data Science and AI Zarqa UniversityZarqa,Jordan
#Islamic architecture
#deep learning
#machine learning classifiers
#Histogram of Oriented Gradients (HOG)
#LocalBinary Patterns (LBP)
#Convolutional Neural Networks (CNNs)
#image classificationReceived DD Month YYYY; accepted DD Month YYYYhttps://doi
Pattern Recognition in Islamic Architecture: Machine Learning Perspective
Sattam Almatarneh,Noura Qazza,Ahmad Al Smadi
#Islamic architecture
#deep learning
#machine learning classifiers
#Histogram of Oriented Gradients (HOG)
#LocalBinary Patterns (LBP)
#Convolutional Neural Networks (CNNs)
#image classificationReceived January 05
#2025; accepted March 15
#2025https://doi
RSO based Optimization of Random Forest Classifier for Fault Detection and Classification in Photovoltaic Arrays
Khaled Baradieh,Mohd Zainuri,Mohamed Kamari,Yushaizad Yusof,Huda Abdullah,Mohd Zaman,Mohd Zulkifley
#Classifier
#diagnosis
#fault classification
#fault detection
#machine learning
#optimization
#photovoltaic
#pv
#random forest
Optimizing Machine Learning-based Sentiment Analysis Accuracy in Bilingual Sentences via Preprocessing Techniques
Mohammed Maree,Mujahed Eleyat,Enas Mesqali
#Machine learning
#bilingual sentiment analysis
#NLP
#sentiment datasets
Optimizing Machine Learning-based Sentiment Analysis Accuracy in Bilingual Sentences via Preprocessing Techniques
Mohammed Maree,Mujahed Eleyat,Enas Mesqali
#Machine learning
#bilingual sentiment analysis
#NLP
#sentiment datasets
A Comparative Study on Deep Learning and Machine Learning Models for Human Action Recognition in Aerial Videos
Surbhi Kapoor,Akashdeep Sharma,Amandeep Verma,Vishal Dhull,Chahat Goyal
#Human action recognition
#openpose
#unmanned aerial vehicle
#kNN
#decision trees
#random forests
#SVM
#multilayer perceptron
#LSTM
Evaluating Social Context in Arabic Opinion Mining Mohammed Al-Kabi1, Izzat Alsmadi2, Rawan Khasawneh3, and Heider Wahsheh4 1Computer Science Department, Zarqa University, Jordan 2Computer Science Department, University of New Haven, USA 3Computer Information Systems Department, Jordan University of Science and Technology, Jordan 4Computer Science Department, King Khaled University, Saudi Arabia
balanced benchmark corpus. To accomplish this study ten Arabic lexicons were constructed manually, and a new tool called
#Big data
# social networks
# sentiment analysis
# Arabic text classification
# and analysis
# opinion mining
Face Anti-Spoofing System using Motion and Similarity Feature Elimination under Spoof
Attacks, Sunanda Gupta
#Linear discriminant analysis
# support vector
# gaussian mixture model
# image quality assessment
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