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[PDF] Top 20 Efficient mining of association rules based on gravitational search algorithm

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Efficient mining of association rules based on gravitational search algorithm

Efficient mining of association rules based on gravitational search algorithm

... discovering association rules are based on Agrawal, Apriori [2], SETM [3], AIS [2], DIC [4] and other ...methods, rules with high occurrence in the entire database are considered as the ... See full document

8

OPTIMAL RULE SELECTION BASED DEFECT CLASSIFICATION SYSTEM USING NAÏVE BAYES CLASSIFIER

OPTIMAL RULE SELECTION BASED DEFECT CLASSIFICATION SYSTEM USING NAÏVE BAYES CLASSIFIER

... by association rule mining and decision tree ...algorithm. Association rule mining algorithm sometimes leads to insignificant ...classification based on these ... See full document

10

A Threshold Free Implication Rule Mining

A Threshold Free Implication Rule Mining

... seconds on a notebook computer Pentium Centrino 1GHz with 1.5G of main memory and running Windows XP Home ...The search space on a target is 2 2(n-1) - ( 2 (n-1) - 1 ) where 2 2(n-1) is the ... See full document

6

Efficient Frequent Pattern Tree Construction

Efficient Frequent Pattern Tree Construction

... Association rules are usually required to satisfy a user-specified minimum support and a user-specified minimum confidence ...[1][2][3]. Association rules can be extracted using two ... See full document

6

An Intelligent Association Rule Mining Model for Multidimensional Data Representation and Modeling

An Intelligent Association Rule Mining Model for Multidimensional Data Representation and Modeling

... traditional association rule mining algorithms to recognize frequent events in form of itemsets were widely-used example of association rule mining is Market Basket Analysis ... See full document

8

Time-Saving Approach for Optimal Mining of Association Rules

Time-Saving Approach for Optimal Mining of Association Rules

... numbers of data sets are unused and redundant in the databases of companies, universities, ...grounded on the efficient KDD (Knowledge Discovery in Database) ...amounts of data in a ... See full document

7

Database Reverse Engineering based on Association Rule Mining

Database Reverse Engineering based on Association Rule Mining

... introduction of a famous association technique known as Apriori algorithm [1, 2], there have long been immense attempts to integrate this technique to improve database design, consistency checking, ... See full document

6

MINERAÇÃO DE REGRAS DE ASSOCIAÇÃO GENERALIZADAS UTILIZANDO ONTOLOGIAS FUZZY E SIMILARIDADE BASEADA EM CONTEXTO

MINERAÇÃO DE REGRAS DE ASSOCIAÇÃO GENERALIZADAS UTILIZANDO ONTOLOGIAS FUZZY E SIMILARIDADE BASEADA EM CONTEXTO

... The mining association rules are an important task in data ...algorithms of mining association rules are based only on the database items, providing a very ... See full document

117

Use of Domain Knowledge for Fast Mining of Association Rules

Use of Domain Knowledge for Fast Mining of Association Rules

... Data Mining is often considered as a process of automatic discovery of new knowledge from large ...role of the human within the discovery process is ...consists of information about the ... See full document

6

RETAIL IN THE EMERGING MARKETS: A STUDY BASED ON ASSOCIATION RULES

RETAIL IN THE EMERGING MARKETS: A STUDY BASED ON ASSOCIATION RULES

... increase of sales of product B increasing overall profitability to some ...significance of the rules using the chi squared test for correlation which is an easy to use and reliable ...lattice ... See full document

41

A Hybrid Approach to Privacy Preserving in Association Rules Mining

A Hybrid Approach to Privacy Preserving in Association Rules Mining

... data mining is a useful, yet dangerous technology through which useful information and the relationships between items in a database are ...data mining was introduced for managing information ...hybrid ... See full document

4

Association Rule Mining for Both Frequent and Infrequent Items Using Particle Swarm Optimization Algorithm

Association Rule Mining for Both Frequent and Infrequent Items Using Particle Swarm Optimization Algorithm

... path of a particle, particle depends on the movement message of “gbest” and the direction of current “pbest” ...particle’s search space considers all the superset which will be ... See full document

11

Finding Association Rules through Efficient  Knowledge Management Technique

Finding Association Rules through Efficient Knowledge Management Technique

... One of the recent research topics in databases is Data Mining, to find, extract and mine the useful information from ...case of updating transactions in the database the already discovered knowledge ... See full document

4

A pragmatic approach on association rule mining and its effective utilization in large databases

A pragmatic approach on association rule mining and its effective utilization in large databases

... new algorithm is proposed which is intended to extract the best rules in a realistic time of execution but there is no guaranty of optimal ...The algorithm is based on ... See full document

10

An Electronic Market Space Architecture Based On Intelligent Agents And Data Mining Technologies

An Electronic Market Space Architecture Based On Intelligent Agents And Data Mining Technologies

... ber of organizations embracing electronic commerce, this trend will continue to ...amount of information in the world is estimated to double every 20 months, while the size and number of data- bases ... See full document

4

Text Mining Approaches To Extract Interesting Association Rules from Text Documents

Text Mining Approaches To Extract Interesting Association Rules from Text Documents

... data mining literature [36], ...task of association rule mining has received a great deal of attention ...the mining of such rules is still one of the most ... See full document

8

Operating characteristics of turbine mixers based on the analysis of power demand of the mixer’s drive

Operating characteristics of turbine mixers based on the analysis of power demand of the mixer’s drive

... Optimisation of the turbine mixer’s performance during the preparations of the sand mix still remains an important issue as this mixer type is now in widespread ...techniques of the system sand ... See full document

4

Comparative Study of Apriori Algorithm Performance on  Different Datasets

Comparative Study of Apriori Algorithm Performance on Different Datasets

... Management of Organizations. Mining is that fundamental component acting upon a Data Warehouse that helps a lay user extract vital information from the huge chunk of data which holds relevance to the ... See full document

6

A Secure & Optimized Data Hiding Technique Using DWT With PSNR Value

A Secure & Optimized Data Hiding Technique Using DWT With PSNR Value

... area of data security is always a key concern when designing any communication ...security of image data has been studied at length in terms of Image Watermarking and ...paradigms of image ... See full document

6

An Improved Bees Algorithm for Real Parameter Optimization

An Improved Bees Algorithm for Real Parameter Optimization

... behaviors of swarms of animals and insects such as fish, birds, bacteria, ants, termites, wasps, and ...swarm of such animals has impressive abilities to achieve fascinating, complex collective ... See full document

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