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
A Message from the Editor
Ghaleb A. El Refae
#A Message from the Editor
Machine Learning Models for Statistical Analysis
Marko Grebovic,Luka Filipovic,Ivana Katnic,Milica Vukotic,Tomo Popovic
#Machine learning
#artificial neural networks
#statistical models
#accuracy measures
A Comparative Study of Different Pre-Trained Deep Learning Models and Custom CNN for Pancreatic Tumor Detection
Muhammed Talha Zavalsız,Sleiman Alhajj,Kashfia Sailunaz,Tansel Ozyer,Reda Alhajj
#Deep learning
#medical image
#pancreatic tumor detection
#convolutional neural networks
#pancreatic ductal adenocarcinoma
An Adaptive Traffic Lights System using Machine Learning
Mohammad Ashraf Ottom,Ahmad Al-Omari
#Traffic time management
#image processing and objects detection
#vehicles dataset
A Statistical Framework for Identification of
#
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
2009 Filtering Spam E-Mail from Mixed Arabic and
Alaa El-Halees
#Anti-spam filtering
# machine learning techniques
# text data mining
Features
#Port identification
# deep packet inspection
# netflow flow
# machine learning
A New Approach for Arabic Named Entity Recognition
Abstract: A Named Entity Recognition (NER) plays a noteworthy role in Natural Language Processing (NLP) research, since
#Arabic NE
# machine learning
# web document
# information retrieval
# information extraction
(2) Combining Instance Weighting and Fine Tuning for
Khalil El Hindi
#Naïve bayesian algorithm
# classification
# machine learning
# noisy data sets
# instance weighting
Development of a Hindi Named Entity Recognition System without Using Manually Annotated
Abstract: Machine learning based approach for Named Entity Recognition (NER) requires sufficient annotated corpus to
#Natural language processing
# machine learning
# named entity recognition
# resource scarcity
# language transfer
# semi-supervised learning
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
Evaluating Social Context in Arabic Opinion Mining Mohammed Al-Kabi1, Izzat Alsmadi2, Rawan Khasawneh3, and Heider Wahsheh4 1Computer Science Department, Zarqa University, Jordan 2Computer Science Department, University of New Haven, USA 3Computer Information Systems Department, Jordan University of Science and Technology, Jordan 4Computer Science Department, King Khaled University, Saudi Arabia
balanced benchmark corpus. To accomplish this study ten Arabic lexicons were constructed manually, and a new tool called
#Big data
# social networks
# sentiment analysis
# Arabic text classification
# and analysis
# opinion mining
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
Design and Development of Suginer Filter for Intrusion Detection Using Real Time Network Data
Abstract: By rapid use of the Internet and computer network all over the world makes security a major issues, so using the
#Intrusion detection
# wiener filter
# artificial neural network
# knowledge discovery dataset
# network socket layer
# defense advanced research projects agency
# support vector machine
A Machine Learning System for Distinguishing Nominal and Verbal Arabic Sentences
structures than other languages. Thus, it is important to learn about the specialty and the structure of this language to deal
#Arabic language processing; natural language processing; inductive learning
# ILA
Fall Motion Detection with Fall Severity Level Estimation by Mining Kinect 3D Data Stream
motion detection, a continuous stream of data representing time sequential frames of fifteen body joint positions was obtained
#Kinect 3D data stream
# fall motion detection
# fall severity level estimation
# machine learning
# smart home system
A Novel Approach for Face Recognition Using
Abstract: This paper explores a novel approach for automatic human recognition from multi-view frontal facial images taken
#Face recognition
# abductive machine learning
# neural computing
# GMDH-based ensemble learning
Incorporating Unsupervised Machine Learning
Maragathavalli Palanivel and Kanmani Selvadurai
#Test case selection and prioritization
# group-wise clustering
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