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

Enhancing Security in Cloud-Based VM Migration: A Trust-Centric Hybrid Optimization Approach

Gokul Narayanan,Saravanaguru Kannan

#Virtual machine #migration #downtime #migration time #security #optimization algorithm #gorilla-based shuffled shepherd optimization approach

Using Machine Learning Techniques for Subjectivity Analysis based on Lexical and Non-lexical Features

Hikmat Ullah Khan,Ali Daud

#Machine Learning #classification #opinion mining #lexicon #non-lexical features

A Bi-Level Text Classification Approach for SMS Spam Filtering and Identifying Priority Messages

Naresh Kumar Nagwani

#SMS spam #priority sms #important sms #sms spam filtering #bi-level binary classification

Muzzle Classification Using Neural Networks

Ibrahim El-Henawy, Hazem El-bakry, and Hagar El-Hadad

#Muzzle classification #image processing #neural networks

A Hadoop Based Approach for Community Detection on Social Networks Using Leader Nodes

Mohamed Iqbal,Kesavarao Latha

#Social network #big data #map reduce #community detection #leader nodes

Hybrid Feature Selection based on BTLBO and RNCA to Diagnose the Breast Cancer

Mohan Allam,Nandhini Malaiyappan

#Hybrid feature selection #binary teaching learning based optimization #neighborhood component analysis

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

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 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

Loan Nguyen1,2, Bay Vo3, and Tzung-Pei Hong4,5 1Division of Knowledge and System Engineering for IC T, Ton Duc Thang University, Vietnam 2Faculty of Information Technology, Ton Duc Thang Un iversity, Vietnam 3Faculty of Information Technology, Ho Chi Minh City University of Technology, Vietnam 4Department of CSIE, National University of Kaohsiung, Taiwan 5Department of CSE, National Sun Yat-sen University, Taiwan

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A Measurement of Similarity to Identify Identical

Department of Information Technology, Bharathiar Un iversity, India

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School of Computer Science and Technology, Xidian U niversity, China

# Ontology alignment # NSGA-II # aggregation of simila rity measures

Roiss Alhutaish and Nazlia Omar

# ATC # K-NN # similarity measures # feature selection m ethods

Clustering with Probabilistic Topic Models on

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A Group based Fault Tolerant Scheduling

Abstract: Desktop grid is an exciting discipline for high thr oughput applications but due to inherent resource v olatility,

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Bashar Ne’ma and Hamza Ali

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196

# Requirements management # measures # measures validat ion # CMMI # GQM

Li Junkui and Wang Yuanzhen

# Data mining # time series # similarity search # dynami c time warping # early abandon