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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Bridging the Gap: Ensemble Learning-Based NLP Framework for AI-Generated Text Identification in Academia
Layth Hazim,Oguz Ata
#Large language models
#AI-generated text
#human-written text
#exploratory data analysis
#NLP
#ensemble learning
ARCNet: A Novel Deep Learning Model for Robust Solid Waste Image Classification in Waste Management Systems
Velmurugan Lingamuthu,Devaraju Sellappan,Sakthivel Balu,Sheik Mohammed Abdul Raghabu,Aanjankumar Sureshkumar,Prabu Kanna Govindarajan
#Solid waste management
#classification
#ARCNet
#global context attention module
Evaluation of Deep Learning Models for Remote Sensing Segmentation and Classification
SaiVenkataLakshmi Ananth,Suryakanth Gangashetty
#Semantic segmentation
#deep learning
#VGG16
#classification
#remote sensing
#densenet201-CNN
#U-net
#deeplabV3+
Enhancing Motor Imagery EEG Classification Accuracy Using Weight Features Function
Abdel Fateh Doudou,Aicha Reffad,Kamel Mebarkia
#brain-computer interface
#features extraction
#genetic algorithm
#motor imagery
#SVM classifier
Triple Transformer Ensemble Fusion Method for Pox Virus Classification
K.P. Haripriya,H. Hannah Inbarani
#Vision transformer
#DEiT
#mobile_ViT transformer
#ensemble methods
#classification
#medical images
Innovative Approach for Brain Tumor Image Classification with Novel Optimized Feedforward Networks
Raafat Munshi
#Brain tumor image classification
#AMFO-FNN
#gaussian filter
#GLCM
#medical imaging
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
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
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
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
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
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
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
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
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 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
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