# [PDF] Top 20 Study on the Customer targeting using Association Rule Mining

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### Study on the Customer targeting using Association Rule Mining

... Data **mining** techniques can be implemented rapidly **on** existing software and hardware platforms to improve **the** value of existing information resources, and can be integrated with new products and ... See full document

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

... this **study** uses this technique to mine **association** rules ...interesting **association** rules can be generated more efficiently. Therefore this **study** proposes a novel approach which includes ... See full document

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### Mutual information and sensitivity analysis for feature selection in customer targeting: a comparative study

... understanding **the** effects of **using** each predictive model built **on** each set of features, four confusion matrices are computed for MI and DSA ...shows **the** results extracted considering a typical ... See full document

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### WEB-BASED DATA MINING TOOLS : PERFORMING FEEDBACK ANALYSIS AND ASSOCIATION RULE MINING

... explain **the** web-enabled tools for educational data **mining**. **The** proposed web-based tool developed **using** ...providing **the** students with elective courses as well improving academic ... See full document

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

... for **the** mature market dataset we will have to find common ground to compare **the** ...Again, **the** focus of our work is studying emerging markets therefore we will present our results for this dataset ... See full document

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### A Recent Review on XML data mining and FFP

... Data **Mining** is referred to as Knowledge Discovery in ...for **the** concept or pattern to be discovered, design of appropriate functions and algorithms to find ...data **on** **the** web and ... See full document

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### Mining Recurrent Pattern Identification on Large Database

... data **mining**. In this paper we have taken up **the** Apriori Algorithm, Compacting Data Set (CDS), Frequent Pattern Algorithm **using** Dynamic Function, Multilevel **association** **rule** ... See full document

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### 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

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### A New Approach to Find Predictor of Software Fault Using Association Rule Mining

... From **the** above table we found that all **the** top 20 rules revolve around only 8 metrics among 17 metrics: UWCS, INST, LMC, NOM, AVCC, LCOM2, CBO and ...predictors **using** **association** ...of ... See full document

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

... with **the** effective utilization of **association** **rule** **mining** algorithms in large databases used for especially business organizations where **the** amount of transactions and items plays a ... See full document

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### Telecom customer segmentation and precise package design by using data mining

... and **the** entire ...meeting **the** diverse heterogeneity needs. Studying **customer** value, different customers, **the** value brought to **the** enterprise is different, according to **the** amount ... See full document

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### An association rule mining-based framework for understanding lifestyle risk behaviors.

... to **study** **the** **association** structure of 7 binary health risk behaviors, we would need to analyze a contingency table with 262 7 possible ...of **the** table is ...from **the** perspective of a ... See full document

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### Frame work for association rule mining with updated fp-growth and modified cofi approaches

... of **the** problem. Let D be **the** set of transactions where each transaction T is a set of items such that T ...An **association** **rule** is an implication of **the** form “X =>Y” where XI, YI, ... See full document

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### Association Technique based on Classification for Classifying Microcalcification and Mass in Mammogram

... data **mining** technique to analysis mammogram. Researches that use data **mining** approach to classify can be found in [11, ...and **the** candidate regions are captured from **the** whole original ... See full document

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### A Threshold Free Implication Rule Mining

... seconds **on** a notebook computer Pentium Centrino 1GHz with ...sets. **The** search space **on** a target is 2 2(n-1) - ( 2 (n-1) - 1 ) where 2 2(n-1) is **the** total number of both positive and negative ... See full document

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### Multi-objective Numeric Association Rules Mining via Ant Colony Optimization for Continuous Domains without Specifying Minimum Support and Minimum Confidence

... a **customer**, **the** knowledge that **association** rules give us are something like: “70% of customers who buy A also buy ...B”. **The** applications of **association** rules are in discovering ... See full document

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### Decision support methods for finding phenotype--disorder associations in the bone dysplasia domain.

... combines **association** **rule** **mining** with **the** Dempster-Shafer theory (DST) to compute probabilistic associations between sets of clinical features and ...that **the** proposed approach is able ... See full document

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### Database Reverse Engineering based on Association Rule Mining

... to **the** attempts of applying learning techniques to existing large databases, researchers in **the** area of database reverse engineering have proposed some means of extracting conceptual ...databases. ... See full document

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### Efficient Frequent Pattern Tree Construction

... [1][2][3]. **Association** rules can be extracted **using** two familiarized algorithms named as Apriori algorithm and FP-Growth algorithm ...[22][23][24]. **The** FP-Growth algorithm is completely depends ... See full document

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### Comparative Study of Apriori Algorithm Performance on Different Datasets

... Data **Mining** is known as a rich tool for gathering information and apriori algorithm is most widely used approach for **association** **rule** ...of **mining**, **the** **study** of performance of ... See full document

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