Related Works for Mining Frequent Patterns
Frequent Itemsets Patterns in Data Mining
... Data mining, the extraction of hidden predictive information from large databases, is a powerful new technology with great potential to help companies focus on the most important information in their data ...Data ...
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Mining frequent patterns using customer experience
... and patterns exploration from user data is very crucial for business support and decision ...The patterns obtained observing the sales from inventory data point out the market trends and can be used in ...
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Parallel Mining of Frequent Patterns in Transactional Databases
... initially responsible for a distinct item 1) Discussion The second method has some advantages and some disadvantages in comparison with the first method. The main advantage of this method is that it needs too much fewer ...
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Computational aspects of mining maximal frequent patterns
... data mining algorithm can execute efficiently on any data set (if the problem is #P-hard or ...data mining algorithms have been developed for important ...of frequent and maximal frequent ...
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Mining Frequent Patterns without Candidate Generation: A Frequent-Pattern Tree Approach
... However, in comparison with the FP-growth method, TreeProjection suffers from some problems related to efficiency, and scalability. We analyze them as follows. First, TreeProjection may encounter difficulties at ...
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Comparative Analysis of Association Rule Mining Algorithms in Mining Frequent Patterns
... Rule Mining Algorithm; Datamining; FP-tree; Minimum support; Predictive Apriori; Predictive Accuracy; Pruning I I NTRODUCTION Data Mining came into existence in the middle of the year ...data mining ...
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A Two-layer Model for Interactive Mining of Frequent Patterns
... Interactive Mining of Frequent Patterns ...Abstract—Commonly, frequent patterns are mined by satisfying a user specified minimum support threshold or minsup in ...proper frequent ...
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Frequent Patterns mining in time-sensitive Data Stream
... of mining data streams, its environment and its first ...time-sensitive frequent patterns on different time ...in-memory frequent/sub- frequent pattern tree with tilted-time window ...
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Study of Mining Frequent Patterns at Various Levels of Abstraction
... for mining frequent pattern at primitive and multi- ple level have been ...rule mining algorithms like primitive association rule mining, generalized association rule mining and ...
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Adaptive Learning and Mining for Data Streams and Frequent Patterns
... particular, mining frequent trees is becoming an important task, with broad applications including chemical informatics [ HAKU + 08 ], computer vision [ LG99 ], text retrieval [ WIZD04 ], bioinformatics [ ...
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A MATRIX MODEL FOR MINING FREQUENT PATTERNS IN LARGE DATABASES
... for mining frequent patterns in large ...for mining all frequent ...for mining all the other ...the frequent 1-itemsets and frequent 2-itemsets along with their ...
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A Sampling-Based Framework for Parallel Mining Frequent Patterns
... r ecursive dynamic load balancing, which is a protocol to allow an idle processor to join the busy ones. Different from the Par-CSP algorithm proposed in this paper, pSPADE is targeting a shared-memory system. In a ...
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Practical approaches for mining frequent patterns in molecular datasets
... such, frequent itemsets that combine essen- tial disturbances of genes may prove interesting to identify novel compounds that are vastly different, but exhibit a simi- lar downstream effect on gene ...pattern ...
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Frequent Pattern Mining Algorithms for Finding Associated Frequent Patterns for Data Streams: A Survey
... of frequent pattern mining. In order to analyze different frequent pattern mining algorithms in coming paragraphs comparative analysis of these algorithms have discussed with the purpose to ...
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Efficient Tree Based Distributed Data Mining Algorithms for mining Frequent Patterns
... business transactional data, which is to identify the consumer behaviour in terms of product purchase / service received. In order to identify how often the items are bought together can be well described using ...
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Frequent and Significant Patterns Mining Using Approximate Patterns for Protein Structure Analysis
... for mining a representative summary of the set of patterns using different categories of frequent patterns that are helpful to identify the general and specific ...various mining tasks, ...
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Frequent Spatiotemporal Association Patterns Mining Based on Granular Computing
... association patterns, star association model, granular computing, mixed radix notation system, spatiotemporal data mining Received: May 17, 2013 In order to discover multi-dimensional spatiotemporal ...
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Activity recognition with weighted frequent patterns mining in smart environments
... Even though there are numerous ways for human activities recognition, with each addressing a certain aspect of the prob- lems during the recognition model construction, some issues are still needed to be addressed. First ...
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FREQUENT PATTERNS FOR MINING ASSOCIATION RULE IN IMPROVED APRIORI ALGORITHM
... discover frequent patterns in massive datasets with more columns than rows, it has been presented a complete framework for the transposition; the itemset in the transposed database of the transposition of ...
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An efficient parallel method for mining frequent closed sequential patterns
... VACLAV SNASEL received the M.Sc. degree from Palacky University, Olomouc, Czech Republic, the Ph.D. degree in algebra and geometry from Masaryk University, Brno, Czech Republic. His research and development experience ...
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