[PDF] Top 20 Efficient Algorithms for Mining Top-K High Utility Item sets
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Efficient Algorithms for Mining Top-K High Utility Item sets
... best k designs, for instance, top-k frequent itemsets ,top-k frequent losed itemsets , top-k close back to back precedents, top-k association rules, ... See full document
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A Review on Efficient Algorithms for Mining Top K High Utility Item Sets
... for mining concise representations of high utility item sets using ...HUI mining. We explore two new concise representations of HUIs, called High Utility Generator ... See full document
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Implementation of Efficient Algorithms for Mining Top K High Utility Item sets
... High utility itemsets (HUIs) mining is an emerging topic in data mining, which is the process to find all itemsets having a utility meeting a user-specified minimum utility ... See full document
6
Mining Top-K High Utility Item Sets without Minimum Utility Threshold
... of mining HUIs as mining top-k high utility ...specify k. Here k is the number of desired itemsets, instead of specifying the minimum utility ...Setting ... See full document
6
Efficient Algorithms for Mining Top-K High Utility Itemsets
... minimum utility threshold, which is initially set to 0 and raised dynamically after a sufficient number of itemsets with higher utilities has been captured during the generation of ...that k = 4 and ... See full document
5
Efficient Algorithms for Mining High Utility Item sets from Transactional Databases
... pattern mining approaches available in the real world environment. High utility mining is the most popular pattern mining approach that is frequently used by the transaction based ... See full document
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A Survey on Efficient Algorithms for Mining High Utility Item sets from Transactional Databases
... proposed algorithms is close to that of the optimal case of state-of-the-art utility mining ...where k is the desired number of high utility itemsets to be mined ... See full document
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Mining Concise and Lossless Location Aware News Feed Representation by Using Efficiency Algorithm
... into high utility item set ...the utility of item sets. In this case, a high utility item set is said to be closed if it has no proper superset having the ... See full document
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Approach For Mining In Lossless Representation Of Closed Itemsets
... propose efficient algorithms named AprioriHC (Apriori-based algorithm for mining High utility Closed+ itemset), AprioriHC-D (AprioriHC algorithm with Discarding unpromising and isolated ... See full document
6
Implementation of An Efficient Algorithm on Mining Top-K High Utility Itemsets
... two efficient algorithms named TKU (mining Top-Utility item sets) and TKO (mining Top-K application item sets in one segment) are ... See full document
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ABSTRACT: The mining of high utility element sets (HUI) or the Utility Item-sets (UI) mines the frequent item sets
... based mining uses a pattern fragment growth method and avoids the generation of large number of candidate sets and thus reducing the ...efficiently mining top-k frequent closed ... See full document
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USING EFFICIENT MINING ALGORITHMS TO OBTAIN HIGH PROFITABLE ITEM SET
... Abstract- High Utility Item sets (HUIs) are profitable data mined from ...of High Utility Item sets to users degrades the efficiency of mining ...in ... See full document
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Survey On Mining Top K High Utility Itemsets in One Phase
... High Utility Itemset Mining is a popular concept and many algorithms have been proposed for HUI mining such as two phase[6], IHUP[10], IIDS, UP-Growth[11], D2HUP and ...These ... See full document
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FEA-HUIM: Fast and Efficient Algorithm for High Utility Item- Set Mining Using Novel Data Structure and Pruning Strategy Suresh B. Patel 1, Mahendra N. Patel2 , Dr. S. M. Shah 3
... candidate item-set UP-Growth uses four strategies, Discarding-Global-Unpromising items (DGU), Decreasing-Global-Node utilities (DGN), Discarding-Local-Unpromising items (DLU), and Decreasing-Local -Node utilities ... See full document
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An Enhanced and Reliable Efficient Algorithm for Mining Authentication Utility Item Sets
... of top-k patterns, such as top- k frequent itemsets [3, 19, 20], top-k frequent closed itemsets [3, 28], top-k closed sequen-tial patterns [24], top-k ... See full document
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A Review on Mining Top K High Utility Itemsets without Generating Candidates
... of item quantities in transaction DB [12]. In high beneficial itemset mining considered items frequency, weight and ...task. Mining plays an important role to extract hidden information from ... See full document
5
Efficient High Utility Top K Frequent Pattern Mining from High Dimensional Datasets
... for mining HUI from the huge ...Compressed Utility Pattern Tree for mining complete set of high utility ...HUI mining discovers all the utility which has utility ... See full document
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An Efficient and Scalable UP Growth Algorithm with Optimized Threshold (min util) for Mining High Utility Item sets from Transactional Database
... for high utility mining from large ...of item set is not sufficient to reflect the actual utility of an item ...minimum utility threshold which is enter by administrator ... See full document
5
Examination Mining High Utility Patterns
... frequent item sets generation algorithms, and when generating frequent k- item sets these algorithms will scan each transaction of the database for statistics of the ... See full document
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Mr. Dange Rahul Madhukar, Mr. Vijay Kumar Verma
... of item set is not sufficient to reflect the actual utility of an ...data mining tasks is the mining of utility item sets ...the item sets with utilities is ... See full document
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