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[PDF] Top 20 New evolutionary algorithms for mining interesting association rules

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New evolutionary algorithms for mining interesting association rules

New evolutionary algorithms for mining interesting association rules

... a new EA for mining a re- duced set of positive ...generated rules are interesting, easy to understand and maximize two objectives performance and ...for evolutionary learning and se- ... See full document

175

Mining Comprehensible and Interesting Rules: A Genetic Algorithm Approach

Mining Comprehensible and Interesting Rules: A Genetic Algorithm Approach

... classification rules. GABIL was explored to produce rules achieving validation set accuracy comparable to that of decision trees induced using ID3 and ...The evolutionary algorithms for rule ... See full document

9

Performance Evaluation of Sequential and Parallel Mining of Association Rules using Apriori Algorithms

Performance Evaluation of Sequential and Parallel Mining of Association Rules using Apriori Algorithms

... for new generation tools and techniques for automated and intelligent database ...data mining. One of the important problems in data mining is discovering association rules from ... See full document

6

A Theoretical Formulation of Bit Mask Search Mining Technique for mining Frequent Itemsets

A Theoretical Formulation of Bit Mask Search Mining Technique for mining Frequent Itemsets

... sets. Association rule mining is a key issue in data ...weighted association rule mining does not work on databases with only binary ...novel association- rule mining ... See full document

9

Journal of Applied Pharmaceutical Science

Journal of Applied Pharmaceutical Science

... Data mining techniques are used in various areas like stock exchange, education, bioinformatics, health care ...data mining techniques is used to extract the useful and interesting ...information. ... See full document

6

A new method for selecting interesting 
		association rules using genetic algorithm with multiple criteria

A new method for selecting interesting association rules using genetic algorithm with multiple criteria

... Association rules mining is an important topic in the domain of data mining and knowledge discovering, aiming to discover the interesting relation between variables in large ...of ... See full document

8

A Survey on Data Mining Association Rules By Effective Algorithms

A Survey on Data Mining Association Rules By Effective Algorithms

... Data mining is a process used by companies to turn raw data into useful ...Data Mining technique, to build a concise model that can be used to predict the class of records whose class label is not ...known. ... See full document

9

Fast Algorithms for Mining Interesting Frequent Itemsets

Fast Algorithms for Mining Interesting Frequent Itemsets

... of association rules mining by Agrawal et ...information mining and knowledge revelation tasks and has been effectively connected in many interesting association rules ... See full document

11

A Survey of Cyclic Association Rule

A Survey of Cyclic Association Rule

... researching new technique. so many researchers are try to find and develop new methods or new techniques for finding fast retrieval item sets or generate new ...data mining there are ... See full document

6

Fast Algorithms For Mining Association Rules In Datamining

Fast Algorithms For Mining Association Rules In Datamining

... two new algorithms, Apriori and Apri-oriTid, for discovering all signi cant association rules between items in a large database of ...these algorithms to the previously known ... See full document

12

Mining Positive and Negative Association Rule from Frequent and Infrequent Pattern based on IMLMS GA

Mining Positive and Negative Association Rule from Frequent and Infrequent Pattern based on IMLMS GA

... a new algorithm for mining positive and negative association rules in ...for mining positive and negative rule from useful frequent and infrequent pattern ...of association ... See full document

5

Research on algorithms of data mining under cloud computing environment

Research on algorithms of data mining under cloud computing environment

... Data mining as a technology combines the traditional data analysis with the data processing algorithm help people get the available information, However, it will become a very long time-consuming process with ... See full document

6

Implementation of Enhancement of Apriori Algorithm

Implementation of Enhancement of Apriori Algorithm

... These association sectors include Retail, fuel, telecommunications, utilities, manufacturing, transport, credit cards, insurance, banking and many others, extracting the valuable data, it required to explore the ... See full document

9

Re-Adapted Apriori Algorithm in E-Commerce Proposal Coordination

Re-Adapted Apriori Algorithm in E-Commerce Proposal Coordination

... Data mining comes into picture to explore and analyze the databases to extract the interesting and previously unknown patterns and rules known as association rule ...data mining, ... See full document

8

Mining Interesting Patterns and Rules in a Time-evolving Graph

Mining Interesting Patterns and Rules in a Time-evolving Graph

... multi-edge patterns, this algorithm is essentially the same as an algorithm GERM proposed in [1]. In the algorithm, G, σ and L denote a time-evolving graph, a minimum support threshold, and a set of labels, respectively. ... See full document

6

Synchronous Pattern Mining From Web Log Data Using Association and Correlation Rules

Synchronous Pattern Mining From Web Log Data Using Association and Correlation Rules

... other. Association is measured as frequency of occurrence in the same ...application. Association should not be confused with more meaningful relationships such as a causal ...the rules X - > Y ... See full document

6

Effecient Support Itemset Mining using Parallel Map Reducing

Effecient Support Itemset Mining using Parallel Map Reducing

... data mining technology. The need for efficient and highly scalable data mining tools has increased with the size of datasets ...itemset mining on such data has been a challenging ... See full document

5

Data Mining Concepts And Techniques Jiawei Han Micheline Kamber (2000) pdf

Data Mining Concepts And Techniques Jiawei Han Micheline Kamber (2000) pdf

... The InExp values can be used to indicate exceptions at lower levels that are not visible at the current level. Consider the cells for \IBM home computers" in July and September. These both have a dark thick box ... See full document

314

A Proficient Approach of Incremental Algorithm for Frequent Pattern Mining

A Proficient Approach of Incremental Algorithm for Frequent Pattern Mining

... incremental mining of association ...constrained association rule mining & many see that it should become the benchmark [20, 9, 21, ...discovered rules that satisfy certain ... See full document

5

EXPERIMENTAL EVALUATION OF APRIORI AND EQUIVALENCE CLASS CLUSTERING AND BOTTOM UP LATTICE TRAVERSAL (ECLAT) ALGORITHMS

EXPERIMENTAL EVALUATION OF APRIORI AND EQUIVALENCE CLASS CLUSTERING AND BOTTOM UP LATTICE TRAVERSAL (ECLAT) ALGORITHMS

... Data Mining [1, ...data mining task expertise and learning are fundamental need because the victory and loss of data mining projects is highly dependent on the person who are administrating the ... See full document

6

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