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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HYAQP: A Hybrid Meta-Heuristic Optimization Model for Air Quality Prediction Using Unsupervised Machine Learning Paradigms
Praveena Vasudevan,Chitra Ekambaram
#Meta-heuristic
#unsupervised machine learning
#hybrid optimization
#optimized k-means
#air quality prediction
A Novel Crossover based Discrete Artificial Algae Algorithm for Solving Traveling Salesman Problem
Refik Nureddin,Ismail Koc,Sait Ali Uymaz
#Artificial algae algorithm
#traveling salesman problem
#crossover operator
#transformation operators
#discrete optimization
Image Object and Scene Recognition Based on Improved Convolutional Neural Network
Guoyan Li,Fei Wang
#Object recognition
#deep learning
#scene recognition
#convolutional neural network
#sliding window fusion
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
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
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
Semi-Supervised Kernel Discriminative Low-Rank Ridge Regression for Data Classification
Qi Zhu,Yong Peng
#Discriminative subspace
#low-rank regression
#kernel space
#ridge regression
#semi-supervised classification
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
Evaluation of Emission Reduction Performance of Power Enterprises Based on Least Squares Support Vector Machine
Wanqing Zhang,Ruohan Huang,Luwei Ye
#Power generation enterprise
#evaluation indicators
#least squares support vector machine
#Lion swarm optimization algorithm
#chaos theory
Image Encryption Using Modified Perturbed Logistic Map
Subhashini Kumaran,Amutha Ramachandran
#Improved zig zag transformation
#image encryption
#decoding
#DNA operations
#modified perturbed logistic map
#quaternary DNA encoding
3D VAE Video Prediction Model with Kullback Leibler Loss Enhancement
Zahraa Al Mokhtar,Shefa Dawwd
#3D sampling stage
#kullback leibler loss
#temporal 3D sampling stage
#three dimensional RNN layers
#variational autoencoder
Enhanced Soccer Training Simulation Using Progressive Wasserstein GAN and Termite Life Cycle Optimization in Virtual Reality
Xiang Cheng,Pingping Zhang
#Football
#progressive Wasserstein generative adversarial network
#soccer training termite life cycle optimization
#virtual reality
An Improved Classification Model for English Syntax Error Correction Design of DL Algorithm
Xue Han
#Universities
#English
#syntax error
#classification model
#neural network
#attention mechanism
Arabic Text Detection on Traffic Panels in Natural Scenes
Houssem Turki,Mohamed Elleuch,Kamal Othman,Monji Kherallah
#Traffic panels
#scene Arabic text detection
#traffic textual information
#Arabic scripts in the wild
#deep learning
A Novel Adaptive ANC Algorithm for Removal of Background Noise in Speech Applications
Vinothkumar.G,Manoj Kumar.D
#ANC
#FxNLMS
#NIHL
#speech enhancement
#background noise cancellation
#MSE
#SNRi
#PESQ and STOI
A Comprehensive Approach to Combat GPS Spoofing and Ensure Security Positioning in Autonomous Vehicles
Laid Kenioua,Brahim Lejdel,Mohamed Abdelhamid Nedioui
#Autonomous vehicles
#positioning security
#secure communication
#semi-decentralized collaboration architecture
#edge computing
#data collection
#consensus
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
CANBLWO: A Novel Hybrid Approach for Semantic Text Generation
Abhishek Kumar Pandey,Sanjiban Sekhar Roy
#Natural language processing
#natural language generation
#neural network
#convolutional attention network
#whale optimization algorithm
#BERT
#large language model
Machine Learning Driven Threat Identification to Enhance FANET Security using Genetic Algorithm
Shikha Gupta,Neetu Sharma
#FANET
#threats
#genetic
#trust
#reputation
#network reliability
#machine learning
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