LiveZilla Live Chat Software
Warning STRICT ERROR REPORTING IS ON
Efficient Algorithms for Mining Top-K High Utility Itemsets

Efficient Algorithms for Mining Top-K High Utility Itemsets

Starting at: Rs.5,500.00

5500 reward points

 Efficient Algorithms for Mining Top-K High Utility Itemsets

High utility itemsets ( HUIs) mining is an emerging topic in data mining, which refers to discovering all itemsets having a utility meeting a user-specifiedminimum utility threshold min_util. However, setting min_utilappropriately is a difficult problem for users. Generally speaking, finding an appropriate minimum utility threshold by trial and error is a tedious process for users. If min_utilis set too low, too manyHUIswill be generated, which may cause the mining process to be very inefficient. On the other hand, ifmin_util is set too high, it is likely that no HUIswill be found. In this paper, we address the above issues by proposing a new framework for top- k high utility itemset mining , where k is the desired number of HUIs to be mined. Two types of efficient algorithms named TKU ( miningTop-K Utility itemsets) and TKO( mining Top-K utility itemsets in One phase) are proposed for mining such itemsets without the need to set min_util. We provide a structural comparison of the two algorithms with discussions on their advantages and limitations. Empiricalevaluations on both real and synthetic datasets show that the performance of the proposed algorithms is close to that of the optimalcase of state-of-the-art utility mining algorithms.


 


ClickMyProject Specifications
 
 
Including Packages
 
Specialization
 
  * Supporting Softwares   * 24/7 Support
  * Complete Source Code   * Ticketing System
  * Complete Documentation   * Voice Conference
  * Complete Presentation Slides   * Video On Demand *
  * Flow Diagram   * Remote Connectivity *
  * Database File   * Code Customization **
  * Screenshots   * Document Customization **
  * Execution Procedure   * Live Chat Support
  * Readme File   * Toll Free Support *
  * Addons    
  * Video Tutorials    
       
 

*- PremiumSupport Service (Based on Service Hours) ** - Premium Development Service (Based on Requirements)


Add to Cart:

  • Model: PROJ7509
  • 999 Units in Stock
  • Manufactured by: ClickMyProjects

Please Choose:

Downloadable







This product was added to our catalog on Friday 28 July, 2017.

  0