The International Arab Journal of Information Technology (IAJIT)

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

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

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

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

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

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

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

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

Prediction of Football Players’ Value in the Transfer Market of Well-known European Leagues based on FIFA 19 and Real-world Data

Yu Sun,Kepeng Gu

#Transfer market #European football leagues #data engineering #variance inflation factor #regression prediction algorithms #rhizostoma optimization algorithm

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

The Strategy of Discriminating False Comments on the Internet by Fusing Probabilistic Topic and Word Vector Models

Fei Long

#Probabilistic topics #word vectors #online reviews #false detection #CNN

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

Narwhal Optimizer: A Novel Nature-Inspired Metaheuristic Algorithm

Seyyid Ahmed Medjahed,Fatima Boukhatem

#Narwhal optimizer #meta-heuristic #optimization #nature-inspired algorithms #swarm intelligence

A Dual-Objective Approach for Allocation of Virtual Machine with improved Job Scheduling in Cloud Computing

Sandeep Sutar,Manjunathswamy Byranahallieraiah,Kumarswamy Shivashankaraiah

#Cloud computing #job scheduling #VM scheduling #cost optimization #energy utilization #dual objectives

Scrupulous SCGAN Framework for Recognition of Restored Images with Caffe based PCA Filtration

Khushboo Agarwal,Manish Dixit

#Computer vision #face recognition #image restoration #occlusions #pre-processing #spatial information #PCA #GAN networks

Enhancing Security in Cloud-Based VM Migration: A Trust-Centric Hybrid Optimization Approach

Gokul Narayanan,Saravanaguru Kannan

#Virtual machine #migration #downtime #migration time #security #optimization algorithm #gorilla-based shuffled shepherd optimization approach

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