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

Medical Image Registration and Fusion Using Principal Component Analysis

Meisen Pan,Jianjun Jiang,Fen Zhang,Qiusheng Rong

#Centroids #image registration #principal component analysis #image fusion

Human Facial Emotion Recognition using Deep Neural Networks

Benisha S,Mirnalinee TT

#Neural Network #deep neural networks #facial expression #emotion recognition system

A Hybrid Grey Wolf-Whale Optimization Algorithm for Classification of Corona Virus Genome Sequences using Deep Learning

Muthulakshmi Murugaiah,Murugeswari Ganesan

#Corona virus genome #deep learning #feature selection #GWO #hybrid optimization #WOA

Privacy-Preserving Data Mining in Homogeneous

Department of Communication Electronics and Compute r Engineering, Helwan University, Egypt

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Preecha Somwang1, 2 and Woraphon Lilakiatsakun2 1Office of Academic Resources and Information Techno logy, Rajamangala University

# IDS # network security # PCA # SFAM

Faculty of Mathematics and Computer, Shahid Bahonar University of Kerman, Iran

# CGA # optimization problem # chaos evolutionary algor ithm

RPLB:A Replica Placement Algorithm inData Grid with Load Balancing

Abstract:Data gridisaninfrastructurebuilt based on internetwhichfacilitates sharing and management ofgeographically

#Replicaplacement # load balancing #ENU # data grid # data replication

An Anti-Spam Filter Based on One-Class IB Method in Small Training Sets

Abstract:We present an approach to email filtering based on one-class Information Bottleneck (IB) method in small training

#IB method # one-class IB # anti-spam filter # Small training sets

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

An Efficient Approach for Mining Frequent Item

1Division of Data Science, Ton Duc Thang University, Vietnam 2Faculty of Information Technology, Ton Duc Thang University, Vietnam 3Faculty of Technology, Pacific Ocean University, Vietnam 4Department of Computer Science and Information Engineering,

#Data mining # frequent item sets # incremental mining # pre-large item sets # item set-tidset tree

Arabic/Farsi Handwritten Digit Recognition using

Department of Electrical and Computer Engineering, Yazd University, Iran

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An Innovative Two-Stage Fuzzy kNN-DST

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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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An Effective Data Warehousing System for RFID Using Novel Data Cleaning, Data Transformation and Loading Techniques

Abstract: Nowadays, the vital parts of the business programs are the data warehouses and the data mining techni ques.

# Data warehousing system # data cleaning # data transf ormation # data loading # dirty data # RFID # suspicious tags

# Clustering # FCM # Modified FCM # k)mean clustering # a ccuracy # memory usage # computation time

A Decision Support System Using Demographic Issues: A Case Study in Turkey

Abstract: The demographic distribution of people by cities is an important parameter to address the people’s behaviour. To

#Agglomerative clustering # customer behaviour # data mining # decision support

A Network Performance Aware QoS Based Workflow Scheduling for Grid Services

Abstract: Grids enable sharing, selection and aggregation of geographically distributed resources among various

#Grid scheduling # QoS # DAG # execution time # deadline # trust rate

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