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[PDF] Top 20 An approach to mining the multi-relational imbalanced database

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An approach to mining the multi-relational imbalanced database

An approach to mining the multi-relational imbalanced database

... Handling an imbalanced multi-relational database In order to mine the multi-relational database and avoid the shortcomings of waste memory by ... See full document

12

Information granulation based data mining approach for classifying imbalanced data

Information granulation based data mining approach for classifying imbalanced data

... Recently, the class imbalance problem has attracted much attention from researchers in the field of data ...from imbalanced data in which most examples are labeled as one class and only few belong ... See full document

14

Mining the Quadratic Formula: An Integrated Approach to Quadratic Function

Mining the Quadratic Formula: An Integrated Approach to Quadratic Function

... attempts to introduce an example of an integrated approach to quadratic function through “miningthe quadratic ...formula. The word “mining” suggests ... See full document

6

Toward intelligent data warehouse mining: An ontology-integrated approach for multi-dimensional association mining

Toward intelligent data warehouse mining: An ontology-integrated approach for multi-dimensional association mining

... is an important decision support system with cleaned and integrated data for knowledge discovery and data mining ...reality, the data warehouse mining system has provided many applicable ... See full document

36

An Effective Mining Approach for Up-to-date Patterns

An Effective Mining Approach for Up-to-date Patterns

... Abstract Mining association rules is most commonly seen among the techniques for knowledge discovery from databases ...used to discover relationships among items or ...data mining is concerned ... See full document

29

An Effective Mining Approach for Up-to-date Patterns

An Effective Mining Approach for Up-to-date Patterns

... Abstract Mining association rules is most commonly seen among the techniques for knowledge discovery from databases ...used to discover relationships among items or ...data mining is concerned ... See full document

29

An Improved Data Mining Approach Using Predictive Itemsets

An Improved Data Mining Approach Using Predictive Itemsets

... [13]. The FP-tree was used to compress a database into a tree structure which stored only large ...on the FP-tree structure have also been ...proposed the QFP-growth mining ... See full document

31

An information fusion approach to integrate image annotation and text mining methods for geographic knowledge discovery

An information fusion approach to integrate image annotation and text mining methods for geographic knowledge discovery

... Due to the steady increase in the number of heterogeneous types of location information on the internet, it is hard to organize a complete overview of the geospatial information ... See full document

7

A data mining approach to product assortment and shelf space allocation

A data mining approach to product assortment and shelf space allocation

... Conclusions To face the keen competition in retail market, retailers need to accurately and quickly respond the dynamic customers’ ...is an important issue to keep the ... See full document

11

An Intelligent Approach to Mining the Desired and Related Websites

An Intelligent Approach to Mining the Desired and Related Websites

... gets the same order of search results when they submit the same ...searching. The vector model makes the partial matching between a document and a query ...with the problem that most ... See full document

14

An Improved Data Mining Approach Using Predictive Itemsets

An Improved Data Mining Approach Using Predictive Itemsets

... If the appearing fre- quency of an item is larger than or equal to t f , the item could be used to compose a positive candidate ...phases, the predication process and the ... See full document

9

An Improved Data Mining Approach Using Predictive Itemsets

An Improved Data Mining Approach Using Predictive Itemsets

... for mining association rules from transactions are proposed, most of which are executed in level-wise ...processed. The process was repeated, continuously adding one more item each time, until some criteria ... See full document

29

Exploring the background features of acidic and basic air pollutants around an industrial complex using data mining approach

Exploring the background features of acidic and basic air pollutants around an industrial complex using data mining approach

... explore the association between clustered meteoro- logical parameters and pollutant concentrations, two concentra- tion-clustered radar charts were made, one for the five ionic species in ...for the ... See full document

10

2002-A data mining based approach to a 3M problem in the context of electronic commerce

2002-A data mining based approach to a 3M problem in the context of electronic commerce

... In the relationship between a customer and a web store, often a 3M relationship is ...customer, the purchasing activity is like a 3M game where many customers want to buy many products provided by ... See full document

5

03-The
  Relational Database Model

03-The Relational Database Model

... Database Systems: Design, Implementation, & Management, 6 th Edition, Rob & Coronel. 42 Right Outer Join.[r] ... See full document

71

Network Motif Model: An Efficient Approach to Extract Features from Relational Data

Network Motif Model: An Efficient Approach to Extract Features from Relational Data

... Network motif is one of the hottest research topics in complex networks. Complex network exists in many fields, and it can be utilized to describe the structure of network, sociology, ec[r] ... See full document

6

I Relational Database

I Relational Database

...  In addition to relations as predicates, a predicate for a subgoal of the body can be an arithmetic comparison.. Example: Arithmetic[r] ... See full document

52

Chapter 8: Relational Database Design Chapter 8: Relational Database Design

Chapter 8: Relational Database Design Chapter 8: Relational Database Design

... costly to check in practice unless they pertain to only one relation If it is sufficient to test only those dependencies on each individual relation of a decomposition in order to ensure that ... See full document

92

Data Mining: An Overview from A Database Perspective

Data Mining: An Overview from A Database Perspective

... In order to conduct effective data mining, one needs to first examine what kind of features an applied knowledge dis- covery system is expected to have and what kind of chal- [r] ... See full document

18

A design approach to the multi-objective facility layout problem

A design approach to the multi-objective facility layout problem

... on the same scale; (2 ) measurement units used for objectives may be ...present an e€ ective approach that overcomes the above-men- tioned inadequacies by reasonably normalizing all objectives ... See full document

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