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final code for fp growth algorithm

Introduction

The popular FP-growth Association Rule Mining (ARM) algorirthm (Han et al. 2000) is applied to a particular kind of set enumerationj tree, the FP-tree, alsp developped by Han et al. Both the FP-tree and the FP-growth algorithm are described in the following two sections. A short critique is also provided in Section 3.The essential difference between the original FP-growth algorithm and the LUCS-KDD (Java) implementation is that a second tree structure, the T-tree (developped by Frans Coenen, Pau ....etc

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FP-growth is a program to find frequent item sets (also closed and maximal as well as generators) with the FP-growth algorithm (Frequent Pattern growth ), which represents the transaction database as a prefix tree which is enhanced with links that organize the nodes into lists referring to the same item. The search is carried out by projecting the prefix tree, working recursively on the result, and pruning the original tree. The implementation also supports filtering for closed and maximal item sets with conditional item set re ....etc

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Effect of substrate temperature on the growth of ITO thin films
M. Nisha, S. Anusha, Aldrin Antony, R. Manoj, M.K. Jayaraj
*
Optoelectronics Device Laboratory, Department of Physics, Cochin University of Science and Technology,
Kochi 682 022, Kerala, India
Received 2 November 2004; received in revised form 20 February 2005; accepted 20 February 2005
Abstract
Indium tin oxide (ITO) thin films were deposited onto glass substrates by rf magnetron sputtering of ITO target and the
influence of substrate temperature on the properties of the f ....etc

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code fp growth in php

public function find_frequent_itemsets($transactions, $minimum_support){

$processedTransactions = array();
$items = array();
//var_dump($transactions);
foreach($transactions as $transaction){
if(!is_array($transaction))
continue;
$processed = array();

foreach($transaction as $item){

if(array_key_exists($item, $items)){
$items += 1;
}else{

$items = 1;
}
array_push($processed, $item);

}// every transaction.

array_push($processedTransactions, $processed);
}

foreach(ar ....etc

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Harnessing Distribution to Enhance Inclusive Growth of Women Entrepreneurship
*Dr. Moli P. Koshy
This paper outlines the distribution networks and hurdles of women entrepreneurs in
selling their products and the need to harness the distribution function to enhance the
inclusive growth of women entrepreneurship in Kerala.
Introduction
Traditionally, women tend to be withdrawn from the main stream of development and
stay in the background literally hiding their lamp under the bushel or restraining their
talent in a safe proximity of their ....etc

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