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
Muzzle Classification Using Neural Networks
Ibrahim El-Henawy, Hazem El-bakry, and Hagar El-Hadad
#Muzzle classification
#image processing
#neural networks
A Probabilistic Approach to Building Defect Prediction Model for Platform-based Product Lines
Changkyun Jeon,Neunghoe Kim,Hoh In
#Defect prediction
#defect life cycle
#markov chain
#product line engineering
#software engineering
Establishing Cause-Effect Relationships from Medical Treatment Data in Intensive Care Unit Settings
Mohammed Abebe Yimer,Özlem Aktaş,Süleyman Sevinç,Ali Rıza Şişman
#Capture variances
#cause-effect relationships
#causal inference
#decision making
#principal component analysis
A Comparative Study on Deep Learning and Machine Learning Models for Human Action Recognition in Aerial Videos
Surbhi Kapoor,Akashdeep Sharma,Amandeep Verma,Vishal Dhull,Chahat Goyal
#Human action recognition
#openpose
#unmanned aerial vehicle
#kNN
#decision trees
#random forests
#SVM
#multilayer perceptron
#LSTM
Convolutional Neural Network Based Hand Gesture Recognition in Sophisticated Background for Humanoid Robot Control
Ali Yildiz,Nurettin Gökhan Adar,Ahmet Mert
#Hand gesture recognition
#human-robot interaction
#robot control
#convolutional neural network
#deep learning
MAPNEWS: A Framework for Aggregating and Organizing Online News Articles
Jeelani Ahmed,Muqeem Ahmed
#News aggregation
#information retrieval
#clustering
#data aggregation
#web scrapping
Prediction of Part of Speech Tags for Punjabi using Support Vector Machines
Abstract:Part-Of-Speech (POS)tagging is a task of assigning the appropriatePOSor lexical category to each word in a
#POS tagging
# SVM
#feature set
#vectorization
#machine learning
# tagger
# punjabi
# indian languages
Test Case PrioritizationforRegression Testing Using Immune Operator
Abstract:Regressiontesting is a time consuming, costly process of re-running existing test cases.Assoftware evolves, the
#Immuneoperator
# vaccine
# test case prioritization
# regression testing
#GA
#IPA
Discrete Time NHPP Models for Software Reliability Growth Phenomenon
#Software engineering
# software testing
# software re liability
# software reliability growth model
# nonhomogeneous poissonprocess
#testoccasions
A Hybrid Approach for Urdu Sentence Boundary
Zobia Rehman and Waqas Anwar
# Sentence boundary disambiguation
# unigram model
Testing and Evaluation of a Secure Integrity Measurement System (SIMS) for Remote Systems
integrity for flexible and traditional remote syste ms. SIMS is not only targeted for Linux, but it can also be used for different
# Data integrity
# tampering
# remote systems
# trustwor thiness
# survivability
# IP-Flow
# netflow
# NB
# KNN
# scanning worms
# email wo rms
A Novel Approach for Sentiment Analysis of Punjabi Text using SVM
#Sentiment analysis
# subjective lexicon
# punjabi language
# n-gram modeling
# support vector machine
An Empirical Study to Evaluate the Relationship of Object-Oriented Metrics and Change Proneness
Abstract: Software maintenance deals with changes or modifications which software goes through. Change prediction models
#Change proneness
# empirical validation
# machine learning
# object-oriented and software quality
Machine Learning based Intelligent Framework for Data Preprocessing
Abstract: Data preprocessing having a pivotal role in data mining ensures reduction in cost by catering inconsistent,
#Machine learning
# hidden markov model
# conditional random fields
# preprocessing
A Novel Handwriting Grading System Using Gurmukhi Characters
shall be helpful in organizing handwriting competitions and then deciding the winners on the basis of an automated process.
#Gradation; feature extraction; peak extent based features; modified division point based features; NN
Traceability between Code and Design Documentation in Database Management System:
Computer Information Systems Department, Yarmouk University, Jordan
#Traceability
# oracle designer
# completeness checking
# design
# source code
# database
# pl/sql
# testing
Multi-Classifier Model for Software Fault Prediction
Abstract: Prediction of fault prone module prior to testing is an emerging activity for software organizations to allocate
#Software metrics
# software fault prediction
# machine learning
Conditional Arabic Light Stemmer: CondLight Yaser Al-Lahham, Khawlah Matarneh, and Mohammad Hassan
The complexity of the Arabic morphology caused by multimode terms, using diacritics, letters have different forms according
#Arabic IR
#light stemming
#morphological analysis
# affixes’ removal
# term selection
# Arabic document indexing
Performance Analysis of Security Requirements
Salini Prabhakaran1 and Kanmani Selvadurai2 1Department of Computer Science and Engineering, Pondicherry Engineering College, India 2Department of Information Technology, Pondicherry Engineering College, India
#Requirements engineering
# security mechanism
# security requirements
# security requirements engineering
# web applications and vulnerabilities
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