/**
* %SVN.HEADER%
*/
package net.sf.javaml.clustering;

import java.util.Random;

import net.sf.javaml.core.Dataset;
import net.sf.javaml.core.DefaultDataset;
import net.sf.javaml.core.Instance;
import net.sf.javaml.distance.DistanceMeasure;
import net.sf.javaml.distance.EuclideanDistance;
import net.sf.javaml.tools.DatasetTools;

/**
* Implementation of the K-medoids algorithm. K-medoids is a clustering
* algorithm that is very much like k-means. The main difference between the two
* algorithms is the cluster center they use. K-means use ....etc

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source code of mobile sink based energy efficient clustering algorithm in matlab

Abstract

Energy hole problem is a critical issue for data gathering in wireless sensor networks. Sensors near the static sink act as relays for far sensors and thus will deplete their energy very quickly, resulting energy holes in the sensor field. Exploiting the mobility of a sink has been widely accepted as an efficient way to alleviate this problem. However, determining an optimal moving trajectory for a mobile sink is a non-deterministic polynomial-time hard ....etc

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To get full information or details of fuzzy c means clustering please have a look on the pages

http://seminarsprojects.net/Thread-fuzzy-c-means-clustering-of-incomplete-data

http://seminarsprojects.net/Thread-fuzzy-c-means-clustering-based-digital-camouflage-pattern-design

if you again feel trouble on fuzzy c means clustering please reply in that page and ask specific fields in fuzzy c means clustering ....etc

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developing an algorithm for data mining using clustering genetic algorithm at c++

With an enormous amount of data stored in databases and data warehouses, it is increasingly important to develop powerful tools for analysis of such data and mining interesting knowledge from it. Data mining is more than slicing and dicing of data; it is a powerful business intelligence technology that provides knowledge about unknown patterns and events from large databases. Data mining technologies have known to significantly reduce operational costs and impr ....etc

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I want ns2 code for my project title is A DISTRIBUTED RECLUSTERING HIERARCHY ROUTING PROTOCOL USING ENERGY WELFARE IN WIRELESS SENSOR NETWORKS please help me plss.. ....etc

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Demo.m shows a K-means clustering demo
kmeans_function folder contains following files to show how it works as a function:
Test.m
km_fun.m

K-means clustering is one of the popular algorithms in clustering and segmentation. K-means clustering treats each feature point as having a location in space. The basic K-means algorithm then arbitrarily locates, that number of cluster centers in multidimensional measurement space. Each point is then assigned to the cluster whose arbitrary mean vector is closest. The procedure continues until th ....etc

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i want matlab source coude of SEP protocol of wireless sensor network ....etc

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Abstract

This paper exploits sink mobility to prolong the network lifetime in wireless sensor networks where the information delay caused by moving the sink should be bounded. Due to the combinational complexity of this problem, most previous proposals focus on heuristics and provable optimal algorithms remain unknown. In this paper, we build a unified framework for analyzing this joint sink mobility, routing, delay, and so on. We discuss the induced subproblems and present efficient solutions for them. Then, we generalize these solutions and ....etc

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A wireless sensor network can get separated into multiple connected components due to the failure of some of its nodes, which is called a cut . In this article we consider the problem of detecting cuts by the remaining nodes of a wireless sensor network. We propose an algorithm that allows (i) every node to detect when the connectivity to a specially designated node has been lost, and (ii) one or more nodes (that are connected to the special node after the cut) to detect the occurrence of the cut. The algorithm is distributed and asynchronous ....etc

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i am doing my project in wsn.
source code for clustering with GA in WSN is required.
please help me ....etc

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