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An Efficient Sequential Frequent Pattern Analysis Using DBCA
... find frequent itemsets over a transactional data ...recently frequent itemsets in a data stream is proposed by Chang and Lee ...of frequent itemsets under the sliding window ... See full document
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An Efficient Algorithm for Mining Maximal Frequent Sequential Patterns in Large Databases
... I/O efficient algorithm MFSGrowth that mines the set of all MFS over the mobile app access sequence, and two in-memory data structure called MFSTree and InvTree are constructed for storing frequent ...by ... See full document
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AN ANALYSIS OF FREQUENT PATTERN MINING METHODS
... out frequent itemsets from dataset and then develop association rules based on frequent ...basket analysis where many number of transactions but small frequent items ...Also Sequential ... See full document
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An Efficient Algorithm for Finding the Support Count of Frequent 1-Itemset in Frequent Pattern Mining
... Data mining is key point in the process known as Knowledge Discovery in Databases (KDD), and consists of applying data analysis and discovery algorithms which produce a particular enumeration of structures (models ... See full document
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Survey on Enhanced Sequential Pattern Mining
... of sequential patterns from large dataset is first introduced by Agrawal A sequence is a collection of an ordered list of item set where item set is a collection of unordered, non empty set of ...be ... See full document
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Evaluation and analysis of discovered patterns using pattern classification methods in text mining
... mining, frequent item set mining, sequential pattern mining, maximum pattern mining, and closed pattern mining were not given proper efficiency for discovered knowledge (or patterns) in ... See full document
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Outlier Analysis Using Frequent Pattern Mining (LOF Algorithm)
... [28] Agrawal R, Shafer JC (1996) Parallel mining of association rules: design, implementation, and experience. IEEE Trans Knowl Data Eng 8:962–969 [29]Agrawal R, Srikant R (1994) Fast algorithms for mining association ... See full document
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PERFORMANCE COMPARISON BETWEEN PATTERN GROWTH ALGORITHMS FOR MINING SEQUENTIAL PATTERN
... more efficient algorithm for pattern growth sequential pattern mining named as Precursive Algorithm is used for finding sequential patterns from a huge data ...comparative ... See full document
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A Time & Memory Efficient Technique for Mining Frequent Pattern Mining
... ABSTRACT: Frequent item set mining is one of the most popular field and most common field of data ...the frequent patterns from a voluminous data set, but there is still a lot of scope to mine ... See full document
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Frequent Pattern Mining and Analysis in DNA Subsequence
... The Frequent Pattern Mining (FPM) algorithms help to mine sub ...require efficient mining ...the analysis of web log, customer shopping sequences and the investigation of scientific or medical ... See full document
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International Journal of Scientific Research and Reviews A Survey of Sequential Rule Mining Algorithms Sachdev Neetu and Tapaswi Namrata
... of frequent sequential patterns or sequential rules has been the focus of knowledge discovery in ...investigate efficient algorithm for mining including association rules and sequential ... See full document
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A Survey of Sequential Rule Mining Algorithms
... of frequent sequential patterns or sequential rules has been the focus of knowledge discovery in ...investigate efficient algorithm for mining including association rules and sequential ... See full document
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A Comparative Analysis of Frequent Pattern Mining Algorithms
... of frequent patterns in transaction databases, time-series databases, and many other kinds of ...is efficient and scalable for mining both long and short frequent patterns, and also a bit faster than ... See full document
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Dynamic Memory Efficient Frequent Pattern Growth for Data Excavation
... To evaluate the performance of DME-FP procedure, benchmark datasets Chess, Kosarak, Mushroom, pumbsb_star, Retail and T10I4D100K are used. Accuracy, Precision, Recall, Processing Time and Memory are measured with noted ... See full document
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Analysis of Efficient Way to Identify User Aware Rare Sequential Pattern in Document Stream
... Sequential pattern mining is an important problem in data mining, and has also been well studied so ...a sequential pattern, and is defined as the number or proportion of data sequences ... See full document
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Sequential Pattern Mining Using Apriori Algorithm & Frequent Pattern Tree Algorithm
... years, sequential pattern mining has largely useful to several application domains, such as market-basket data analysis, medicine, Web log analysis, and telecommunications ...business, ... See full document
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Mining Effective Patterns From Text Data- A Survey
... the efficient techniques of data mining to discover and extract valuable information from textual ...text pattern mining in large datasets is an interesting area of research in knowledge ...as, ... See full document
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To Enhance Website Performance for Caching with SP-SOM Technique using Progressive Database
... trend analysis with some ...are using SOM algorithm in Most Frequent Sequential Traversal Pattern Mining called SP-SOM and generated cluster of web ... See full document
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Frequent Sequential Pattern Discovery for Data Screening
... construct efficient countermeasures against these incidents, many researches are studying effective methods for early detection of tendencies of such incidents [1], [2], ... See full document
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SURVEY ON USER BEHAVIOR
... generalized sequential pattern (GSP) algorithm which is improved version is proposed to do mine of frequent sequential ...user pattern or behavior finding of online ...is ... See full document
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