The International Arab Journal of Information Technology (IAJIT)

Based on Correlation Analysis and K-Means: An Anomaly Detection Algorithm for Seasonal Time-Series Data

Xin Wang,Yingxue Yang,Xueshuang Ding,Yantao Zhao

#Anomaly detection #seasonal data #time series #DBSCAN #K-means

Inventory Optimization Using Data Science Technologies for Supply Chain 4.0

Emna Bouazizi,Ayman Khedr,Sherin Elfaioumy,Mohamed Belal

#Supply chain 4.0 #inventory management #regression algorithm #optimization

Empowering Ovarian Cancer Subtype Classification with Parallel Swin Transformers and WSI Imaging

Lubna ALkahla,Jwan Saeed,Maher Hussein

#Ovarian cancer #Swin-transformer #sub-type classification #histology image analysis

Improvement of Translation Accuracy for the Word Sense Disambiguation System using Novel Classifier Approach

Ajith Abraham,Bineet Kumar Gupta,Satya Bhushan Verma,Archana Sachindeo Maurya,Mohammad Husain,Arshad Ali,Sami Alshmrany,Sanjay Gupta

#Bayes theorem #machine learning #machine translation #naïve bayes classification #supervised approach #unsupervised approach #and word sense disambiguation

Tamil Lang TSP: Tamil Lang Transformer Neural Text to Sign Production

Thillai Sivakavi S,Minu R I

#Sign language production #Roberta morpho syntactic analysis #sign language production network

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

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

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

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

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

Bibliometric Analysis and Systematic Review of Research on Expert Finding: A PRISMA-guided Approach

Xuan-Lam Pham,Thi Thu Le

#Expert finding #expert finding systems #bibliometric analysis #systematic review #PRISMA methodology

Hybridized Clustering Algorithm and Ensemble Learning for Monitoring Paddy Crop Growth Analysis

Sathiya Priya.R,Rahamathunnisa.U

#Crop monitoring #satellite images #vegetation index #eigenvector #eigenvalue #hybridized clustering algorithm #ensemble learning

Analyzing Sentiments using Optimized Novel Ensemble Fuzzy and DL based Approach with Efficient Feature Selection and Extraction Models

Potu Bharath,Dasari Venkata Lakshmi

#Sentiment analysis #deep convolutional fuzzy neural network #multilayer stacked bidirectional LSTM neural network inception-ResNet-V2 #enhanced reptile search algorithm #Al-Biruni earth radius optimization algorithm

Gesture Recognition Technology of VR Piano Playing Teaching Game based on Hidden Markov Model

Min Zeng

#HMM #piano performance #gesture recognition #SMA #VR technology

Dynamic Healing Process Analysis: Image Morphing with Warping Technique for Nose and Esophagus Studies

Muhammad Siddiqi,Yousef Alhwaiti,Said Elaiwat,Marwan Abu-Zanona

#Computer vision #image morphing #warping #face matching #forward algorithm #backward algorithm

Heart Disease Diagnosis Using Decision Trees with Feature Selection Method

Alaa Sheta,Walaa El-Ashmawi,Abdelkarim Baareh

#Machine learning #classification #decision tree #heart disease #diagnosis

Ar-CM-ViMETA: Arabic Image Captioning based on Concept Model and Vision-based Multi-Encoder Transformer Architecture

Asmaa Osman,Mohamed Shalaby,Mona Soliman,Khaled Elsayed

#Arabic image captioning #transformer #concept #computer vision

Analysis of QA System Behavior against Context and Question Changes

Rachid Karra,Abdelali Lasfar

#Adversarial attacks #BERT #data quality #question answering #simplification

Software Component Selection: An Optimized Selection Criterion for Component-based Software Engineering (CBSE)

Ahmad Nabot

#Multi-criteria decision making #assessment #evidential reasoning #software component #quality criteria

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