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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Hierarchical Method for Automated Text Documents Classification
Mohamed H. Mousa,Ayman E. Khedr,Amira M. Idrees
#Classification
#knowledge discovery
#text mining
#feature selection
#TF-IDF
#natural language processing
#hierarchical based
An Improved Q-Learning Algorithm Integrated into the Aloha Anti-Collision Protocol for Energy-Efficient RFID Systems
Van-Hoa Le,Duc-Nhat-Quang Nguyen,Viet-Minh-Nhat Vo
#RFID system
#aloha protocol
#anti-collision
#Q-learning
#energy-efficiency
Empowering Intrusion Detection Systems: A Synergistic Hybrid Approach with Optimization and Deep Learning Techniques for Network Security
Ramya Chinnasamy,Malliga Subramanian,Nandita Sengupta
#Artificial neural network
#deep learning
#honey badger optimization
#intrusion detection system
Insights into Automated Attractiveness Evaluation from 2D Facial Images: A Comprehensive Review
Ali Ibrahem,Jwan Saeed,Adnan Abdulazeez
#Facial beauty prediction
#facial attractiveness assessment
#beauty hypotheses
#beauty computation model
Application of Video Game Algorithm Based on Deep Q-Network Learning in Music Rhythm Teaching
Shilian Zhang,Zheng Huang,Yalin Lang
#DQN network learning
#video game algorithms
#the rhythm of music
#teaching practice
Speech-Based Techniques for Emotion Detection in Natural Arabic Audio Files
Ashraf Kaloub,Eltyeb Abed Elgabar
#Emotion detection
#natural language processing
#machine learning
#Arabic language
#acoustic features
EEG Signal Recognition of VR Education Game Players Based on Hybrid Improved Wavelet Threshold and LSTM
Yang Li,Haiyu Zhang
#EEG signal
#wavelet threshold method
#LSTM
#VR
#EEMD
A Review of SDLCs for Big Data Analytics Systems in the Context of Very Small Entities Using the ISO/IEC 29110 Standard-Basic Profile
David Montoya-Murillo,Manuel Mora,Sergio Galvan-Cruz,Angel Munoz-Zavala,Francisco Alvarez-Rodriguez
#BDAS
#SDLC
#ISO/IEC-29110-standard for VSEs
#CRISP-DM
#BSPL
#TDSP and DDSL
Robust Image Watermarking using DWT, DCT, and PSO with CNN-Based Attack Evaluation
Mohammad Alia,Adnan Hnaif,Aseel Alrawashdeh,Yousef Jaradat,Mohammad Masoud,Ahmad Manasrah,Ahmad AlShanty
#Particle swarm optimization
#discrete wavelet transform
#discrete cosine transform
#denosing network
#additive white gaussian noise
#peak signal-to-noise ratio
#normalized correlation coefficient
Protecting Sensitive Images with Improved 6-D Logistic Chaotic Image Steganography
Mandeep Sandhu,Mohammad Ahmed,Mohammad Hussain,Surender Head,Imran Khan
#Image encryption
#logistic chaotic map
#steganography
#optimization
Review of Agile SDLC for Big Data Analytics Systems in the Context of Small Organizations Using Scrum-XP
Gerardo Salazar-Salazar,Manuel Mora,Hector Duran-Limon,Francisco Alvarez-Rodriguez,Angel Munoz-Zavala
#Big data analytics systems
#agile system development life cycle
#Scrum-XP
#CRISP-DM
#TDSP and DDSL
#small business
Disease Prognosis of Fetal Heart’s Four-Chamber and Blood Vessels in Ultrasound Images Using CNN Incorporated VGG 16 and Enhanced DRNN
Someshwaran Gunasekaran,Sarada Vivekasaran
#Fetal heart disease
#ultrasound images
#augmented wiener filter
#median modified wiener filter
#region of interest
#convolutional neural network
#visual geometry group 16
#deep recurrent neural network
OntoDin: An Islamic Ontology of Quran and Hadith
Fairouz Bendjamaa,Nora Taleb
#Ontology engineering
#semantic representation
#protégé
#religious texts
Effective Test Cases Generation with Harmony Search and RBF Neural Network
Hemant Kumar,Vipin Saxena
#Algorithm optimization
#automated testing
#test cases
#hybrid algorithm and software testing efficiency
Nature-Inspired Metaheuristic Algorithms: A Comprehensive Review
Mohammad Shehab,Rami Sihwail,Mohammad Daoud,Hani Al-Mimi,Laith Abualigah
#Optimization algorithms
#metheuristic algorithms
#heuristic strategies
#local search techniques
#global search techniques
Using Deep Learning for Profitable Concrete Forecasting Methods
Ayat Al-Hinawi,Radwan Alelaimat
#Concrete performance prediction
#machine learning
#deep learning
#construction management
#regression
Horizontal Sequence Pooling Technique in Convolutional Neural Networks to Optimize Feature Extraction for DNA Sequence Classification
Lilibeth Coronel,Arnel Fajardo,Ruji Medina
#Pooling technique
#classification
#convolutional neural network
#feature extraction
#genomic sequence
Curved Text Detection in Scenic Images via Proposal-Free Panoptic Segmentation and Deep Learning
Prachi Chhabra,Ali Abidi
#Deep learning
#image segmentation
#natural scene images
#multi-oriented text
#curved text detection
Canine Disease Prediction using Multi-Directional Intensity Proportional Pattern with Correlated Textural Neural Network
Ayesha Taranum,Jyoti Metan,Prasad Yogegowda,Chandrashekar Krishnappa
#Data optimization
#pattern extraction in big data
#multi-directional intensity proportional pattern
#similarity measure system
#correlated textural neural network
#test prediction
Efficient Image Encryption via 2D Logistic Chaos Mapping: Strengthening Security with Pixel-Level Dynamics
Yuebo Wu,Shiwei Chu,Huifang Bao,Duansong Wang,Jian Zhou
#Image encryption algorithm
#chaotic systems
#pixel shifting
#pixel scrambling
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