Fuzzy Anomaly Detection Based on Hybrid PSO-kMeans

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A Fuzzy Anomaly Detection System Based on Hybrid PSO-kMeans Ali S. Bilal ([email protected] ) University of Tehran Spring 2015

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Transcript of Fuzzy Anomaly Detection Based on Hybrid PSO-kMeans

Page 1: Fuzzy Anomaly Detection Based on Hybrid PSO-kMeans

A Fuzzy Anomaly Detection System

Based on Hybrid PSO-kMeans

Ali S. Bilal ([email protected])University of Tehran

Spring 2015

mailto:[email protected]
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Content Centric Network (CCN)

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Particle Swarm Optimization (PSO)

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k-Means

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Clustering Metrics

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Hybrid PSO-kMeans

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Introduction to fuzzy kmeans on mahout

Introduction to fuzzy kmeans on mahout

Kmeans Analysis@Cosine

Kmeans Analysis@Cosine

Manual on PSO 145 Enquirty (New PSO 151)

Manual on PSO 145 Enquirty (New PSO 151)

Kmeans clustering-results.pdf

Kmeans clustering-results.pdf

Network Anomaly Detection using PSO-ANN · simultaneously. Then, a centroid for each cluster found is calculated, which ... obtained detection and false alarm rates are promising.

Network Anomaly Detection using PSO-ANN · simultaneously. Then, a centroid for each cluster found is calculated, which ... obtained detection and false alarm rates are promising.

Pso Slides

Pso Slides

PSO Manualmmm

PSO Manualmmm

Pso presentation

Pso presentation

L22 kmeans gmm - Virginia Tech

L22 kmeans gmm - Virginia Tech

International PSO

International PSO

Running Kmeans Mapreduce code on Amazon AWSdmkd.cs.vt.edu/TUTORIAL/Bigdata/Running KMeans Mapreduce on EC2 Documentation.pdfRunning Kmeans Mapreduce code on Amazon AWS Pseudo Code

Running Kmeans Mapreduce code on Amazon AWSdmkd.cs.vt.edu/TUTORIAL/Bigdata/Running KMeans Mapreduce on EC2 Documentation.pdfRunning Kmeans Mapreduce code on Amazon AWS Pseudo Code

MACHINE LEARNING kernel CCA, kernel Kmeans …lasa.epfl.ch/.../Slides/kCCA-kKmeans-SpectralClustering.pdfMACHINE LEARNING kernel CCA, kernel Kmeans Spectral Clustering MACHINE LEARNING

MACHINE LEARNING kernel CCA, kernel Kmeans …lasa.epfl.ch/.../Slides/kCCA-kKmeans-SpectralClustering.pdfMACHINE LEARNING kernel CCA, kernel Kmeans Spectral Clustering MACHINE LEARNING

Rapport kmeans

Rapport kmeans

PSO project

PSO project

PSO Introduction

PSO Introduction

KMeans-NM-SalpEpi: Genetic Interactions Detection through ...

KMeans-NM-SalpEpi: Genetic Interactions Detection through ...

THE OPF AND BUTTERFLY-PSO (BF-PSO) TECHNIQUE BASED …

THE OPF AND BUTTERFLY-PSO (BF-PSO) TECHNIQUE BASED …

Constrained k means clustering with background knowledge - COP-Kmeans

Constrained k means clustering with background knowledge - COP-Kmeans

LEC1: Instance-based classifiers - SJSUgchen/Math285S16/lec1knn.pdfThe kNN and kmeans Classifiers Comments on kNN and kmeans Instance-based learning (or lazy learning) Model free

LEC1: Instance-based classifiers - SJSUgchen/Math285S16/lec1knn.pdfThe kNN and kmeans Classifiers Comments on kNN and kmeans Instance-based learning (or lazy learning) Model free

Aplikasi Kmeans Pengelompokan Rmh tangga Tseptioko Ha Parhusip Tmahatma

Aplikasi Kmeans Pengelompokan Rmh tangga Tseptioko Ha Parhusip Tmahatma