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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Improvement of Translation Accuracy for the Word Sense Disambiguation System using Novel Classifier Approach
Ajith Abraham,Bineet Kumar Gupta,Satya Bhushan Verma,Archana Sachindeo Maurya,Mohammad Husain,Arshad Ali,Sami Alshmrany,Sanjay Gupta
#Bayes theorem
#machine learning
#machine translation
#naïve bayes classification
#supervised approach
#unsupervised approach
#and word sense disambiguation
Comparative Analysis of Intrusion Detection Models using Big Data Analytics and Machine Learning Techniques
Muyideen Ayodeji Alaketu,Abiodun Oguntimilehin,Kehinde Adebola Olatunji,Oluwatoyin Bunmi Abiola,Bukola Badeji-Ajisafe,Christiana Olanike Akinduyite,Stephen Eyitayo Obamiyi,Gbemisola Olutosin Babalola,Toyin Okebule
#Cyber intrusion
#intrusion detection system
#machine learning
#deep learning
#ensemble learning
#classifications
#big data analytics
Comparative Analysis of Intrusion Detection Models using Big Data Analytics and Machine Learning Techniques
Muyideen Ayodeji Alaketu,Abiodun Oguntimilehin,Kehinde Adebola Olatunji,Oluwatoyin Bunmi Abiola,Bukola Badeji-Ajisafe,Christiana Olanike Akinduyite,Stephen Eyitayo Obamiyi,Gbemisola Olutosin Babalola,Toyin Okebule
#Cyber intrusion
#intrusion detection system
#machine learning
#deep learning
#ensemble learning
#classifications
#big data analytics
Event Extraction from Classical Arabic Texts
Abstract: Event extraction is one of the most useful and chal lenging Information Extraction (IE) tasks that can be used in
#
Yassine Benajiba2, Mona Diab2, and Paolo Rosso1 1Natural Language Engineering Laboratory, ELiRF, Uni versidad Politécnica Valencia, Spain
#Arabic natural language processing
# classification
# information extraction
# named entity recognition
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
An Approach for Instance Based Schema Matching
Faculty of Computer Science and Information Technology, Universiti Putra Malaysia, Malaysia
#Schema matching
# instance based schema matching
# Google similarity
# regular expression
Features
#Port identification
# deep packet inspection
# netflow flow
# machine learning
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
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
An Effective Sample Preparation Method for Diabetes Prediction
Abstract: Diabetes is a chronic disorder caused by metabolic malfunction in carbohydrate metabolism and it has become a
#Diabetes
# clustering
# classification
# K-means
# SVM
# sample preparation
Hybrid Support Vector Machine based Feature Selection Method for Text Classification
However, high dimensionality is a considerable impediment observed in the text classification field in spite of the fact that
#Feature ranking
# text classification
# feature selection
# SVM-based weighting
# hybridization
# dimensionality reduction
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
Intelligent Human Resource Information System (i- HRIS): A Holistic Decision Support Framework for
1Department of Administrative Studies and Politics, University of Malaya, Malaysia 2Department of Applied Statistics, University of Malaya, Malaysia 3Department of Educational Management, Planning and Policy, University of Malaya, Malaysia
#HRIS
# KDD
# DSS
# framework
Sentiment Analysis with Term Weighting and Word Vectors
Metin Bilgin1 and Haldun Köktaş2
#Word2vec
# Doc2vec
# sentiment analysis
# machine learning
# natural language processing
Case Retrieval Algorithm Using Similarity Measure and Fractional Brain Storm Optimization for
Health Informaticians
#Case-based reasoning
# case retrieval
# optimization
# similarity
# fractional calculus
Wrapper based Feature Selection using Integrative Teaching Learning Based Optimization Algorithm
Mohan Allam and Nandhini Malaiyappan
#Feature Selection
# Integrative Teaching Learning based Optimization
# Genetic Algorithm
# Breast Cancer
Synthesizing Conjunctive and Disjunctive Linear Invariants by K-means++ and SVM
Shengbing Ren and Xiang Zhang
#Software verification
# conjunctive invariant
# disjunctive invariant
# k-means++
# SVM
A Novel Feature Selection Method Based on Maximum Likelihood Logistic Regression for
Imbalanced Learning in Software Defect Prediction
#Software defect prediction· Machine learning· Class imbalance· Maximum-likelihood logistic regression
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