The International Arab Journal of Information Technology (IAJIT)

Modularization in Dual System and Occupational Self-governance Concerns Employing the Fuzzy Control Algorithm in Vocational Education Personnel Training

Jinyuan Li,Yuqi Cheng

#Fuzzy control #modularization #personnel training #vocational education

Pedestrian Target Recognition Algorithm in Public Places Based on Representation Learning and Similarity Learning

Xiaowen Li

#DenseNet #singular value decomposition #KNN algorithm #AM-softmax function #pedestrian target recognition

Survival Prediction of Children after Bone Marrow Transplant Using Machine Learning Algorithms

Hussam Alawneh,Ahmad Hasasneh

#Bone marrow transplant #hematopoietic stem cell #random forest #bagging #adaboost #gradient boost #decision tree #XGBoost

Application of Decomposition Expression in Digital Video Object Segmentation

Jianfu Kong

#Video object segmentation #unsupervised #deep learning #decomposing expression #feature #bottleneck operator #foreground segmentation

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

Design and Implementation of Sports Network Teaching Platform Based on Discrete Similarity Method

Jian Cui,Lan Shi

#Adaptive savitzky-golay filtering #chaotic satin bower bird optimization #multi‐hypothesis fuzzy‐matching radon transform and sports network teaching

Forecasting the Spread of Viral Diseases in Jordan Using the SARIMA Statistical Model

Shahed Al-khateeb

#Time series model #Jordan #prediction #diseases #forecasting model #sarimax #seasonal autoregressive integrated moving-average with exogenous regressors

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

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

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 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

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

Unmanned Target Vehicle Navigation and Path Planning Using Improved Ant Colony Optimization Algorithm Combined with GPS/BDS

Rongli Cai

#Ant colony #BDS #GPS #path planning #unmanned target vehicle

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

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

Analysis of QA System Behavior against Context and Question Changes

Rachid Karra,Abdelali Lasfar

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

Analysis of QA System Behavior against Context and Question Changes

Rachid Karra,Abdelali Lasfar

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

ERDAP: A Novel Method of Event Relation Data Augmentation Based on Relation Prediction

Ruijuan Hu,Haiyan Liu,Wentao Yu

#Relation prediction #event relation #data augmentation #graph convolutional networks #causality extraction

Evaluation Model of Athletes’ Lower Extremity Training Ability Based on LSTM Algorithm

Yuanyuan Gao,Qiang Qian,Xuefeng Sun,Jiankun An,Yutao Yuan

#Short-term memory network #athletes #lower extremity motor ability #evaluation model

Real-Time Sign Language Fingerspelling Recognition using Convolutional Neural Network

Abiodun Oguntimilehin,Kolade Balogun

#Communication #deep learning #sign language #hand gesture recognition

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