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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A New Facial Expression Recognition Algorithm Based on DWT Feature Extraction and Selection
Fatima Zohra BOUKHOBZA,Abdenour HACINE GHARBI,Khaled ROUABAH
#Facial expression recognition
#2D-DWT
#person-independent system
#feature extraction
#wrapper feature selection
#dimensionality reduction
An Unsupervised Feed Forward Neural Network Method for Efficient Clustering
Roya Asadi,Mitra Asadi,Shokoofeh Asadi
#Artificial neural network
#feed forward neural network
#unsupervised learning
#clustering
#real weight
New Model of Feature Selection based Chaotic Firefly Algorithm for Arabic Text Categorization
Meryeme Hadni,Hassane Hjiaj
#Chaotic method
#firefly algorithm
#arabic text categorization
#feature selection
A Method of Extracting Malware Features Based on Gini Impurity Increment and Improved TF-IDF
Shimiao Sun,Yashu Liu
#Gini impurity increment
#TF-IDF
#feature selection
#dimensionality reduction
Comparison of Dimension Reduction Techniques
Abstract: High dimensional data becomes very common with the rapid growth of data that has been stored in databases or
#High dimensional data
# clustering
# dimensionality reduction
# data mining
A Low Complexity Face Recognition Scheme Based on Down Sampled Local Binary Patterns
#Local binary patterns
# DI-WBP
# face recognition
# identity verification
# bicubic interpolation
Rough Set-Based Reduction of Incomplete Medical
Datasets by Reducing the Number of Missing
#Data mining
# rough set theory
# missing values
# reduct
Enhanced Latent Semantic Indexing Using Cosine Similarity Measures for Medical Application
Fawaz Al-Anzi1 and Dia AbuZeina2 1Department of Computer Engineering, Kuwait University, Kuwait 2Computer Science Department, Palestine Polytechnic University, Palestine
#Arabic Text
# Latent Semantic Indexing
# Search Engine
# Dimensionality Reduction
# Text Classification
An Ensemble-based Supervised Machine Learning Framework for Android Ransomware Detection
Shweta Sharma1, Rama Krishna Challa1, and Rakesh Kumar2
#Smartphone security
# android
# ensemble learning
# ransomware
# and dimensionality reduction
Ensemble Voting based Intrusion Detection Technique using Negative Selection Algorithm
Kuldeep Singh,Lakhwinder Kaur,Raman Maini
#Artificial immune system
#security
#negative selection algorithm
#anomaly detection
Improved Superpixels Generation Algorithm for Qualified Graph-Based Technique
Asma Fejjari, Karim Saheb Ettabaa, Ouajdi Korbaa
#Hyperspectral images
# dimensionality reduction
# graph
# MSEP
# superpixels
# improved SLIC
Transfer Learning for Feature Dimensionality Reduction
Nikhila Thribhuvan, Sudheep Elayidom,
#Dimensionality reduction
# fine-tuning
# transfer learning
# VGG-16
# VGG-19
Analyzing the Behavior of Multiple Dimensionality Reduction Algorithms to Obtain Better Accuracy using Benchmark KDD CUP Dataset
Suriya Prakash Jambunathan,Suguna Ramadass,Palanivel Rajan Selva kumaran
#Intrusion attacks
#network
#features
#accuracy
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