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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Statistics
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
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
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
Design and Study of Zombie Enterprise Classification and Recognition Systems Based on Ensemble Learning
Shutong Pang,Ziwei Yang,Chengyou Cai,Zhimin Li
#Integrated learning
#corporate portrait
#classification and identification
#strong supervision model
Pruning Based Interestingness of Mined Classification Patterns
Department of Computer Science, University of Sana' a, Yemen
#
Baraa Sharef 1, 3, Nazlia Omar1, and Zeyad Sharef 2
#Arabic TC
# FRAM
# automatic TC
# text classification
An Efficient Traffic Forecasting System Based on Spatial Data and Decision Trees
# Traffic flow
# traffic prediction
# spatial data min ing
# spatial data base
# see5
A MMDBM Classifier with CPU and CUDA GPU
1Department of Mathematics, Anna University, India 2Department of Mathematics, Indian Institute of Technology, India
#Classification
# Data Mining
# CUDA
# GPUs
# Decision tree
# Quick sort
# Radix sort
Modified Binary Bat Algorithm for Feature Selection in Unsupervised Learning
Abstract: Feature selection is the process of selecting a subset of optimal features by removing redundant and irrelevant
#Feature selection
# unsupervised learning
# binary bat algorithm
# mutation
Comparative Analysis of PSO and ACO Based Feature Selection Techniques for Medical Data
Preservation
#Randomization
# particle swarm optimization
# ant colony optimization
# feature selection
Performance Evaluation of Industrial Firms Using DEA and DECORATE Ensemble Method
Hassan Najadat1, Ibrahim Al-Daher2, and Khaled Alkhatib1 1Computer Information Systems Department, Jordan University of Science and Technology, Jordan 2Computer Science Department, Jordan University of Science and Technology, Jordan
#Data Envelopment Analysis
# Decision Trees
# Ensemble Methods
# Financial Variables
# Financial Ratios
Default Prediction Model: The Significant Role of
Data Engineering in the Quality of Outcomes
#Default Prediction
# Classification
# Pre-processing
# Prediction
# Features Selection
# Generic Algorithm
# PSO Algorithm
# Naïve Bayes
# Decision Tree
# SVM
# Random Forest
# Banking
# Risk Management
Enhancement of the Heuristic Optimization Based on Extended Space Forests using Classifier Ensembles
Zeynep Kilimci1,3 and Sevinç Omurca2
#Classifier ensembles
# extended space forests
# ant colony optimization
# decision tree
Machine Learning in OpenFlow Network: Comparative Analysis of DDoS Detection Techniques
Arun Kumar Singh
#Support vector machine
#software defined network
#machine learning
#distributed Dos
#detection
Credit-card Fraud Detection System using Neural Networks
Salwa Al Balawi,Njood Aljohani
#Credit-card
#fraud detection
#machine learning
#deep learning
#neural networks
#classifications
Heart Disease Classification for Early Diagnosis based on Adaptive Hoeffding Tree Algorithm in IoMT Data
Ersin Elbasi,Aymen I. Zreikat
#Internet of medical things
#machine learning
#medical data
#random forest
#internet of things
#diagnosis
#AHT
Choosing Decision Tree-Based Boundary Patterns in the Intrusion Detection Systems with Large Data Sets
Hamidreza Ghaffari
#Intrusion detection systems
#boundary patterns
#support vector machine
#data reduction
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