[PDF] Top 20 A Survey on Sequential Pattern Mining Algorithms
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A Survey on Sequential Pattern Mining Algorithms
... of sequential pattern is improved drastically; in many situation the sequential pattern mining is facing tough challenge in both correctness and the ...of sequential patterns in ... See full document
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Survey on Sequential Pattern Mining Algorithms
... Although sequential patterns can tell us what items are frequently bought together and in what order, they cannot provide information about the time span between items for further decision ...the mining ... See full document
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Survey on Enhanced Sequential Pattern Mining
... Data mining is the method or the activity of analyzing data from different perspectives and summarizing it into useful ...data mining, sequential pattern mining is one of the most ... See full document
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Evaluation and analysis of discovered patterns using pattern classification methods in text mining
... Deployed Pattern Evaluation (DPE) and Individual Pattern Evaluation ...closed sequential algorithms to use the semantic information in the patterns to improve the performance and for accurate ... See full document
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SPMF: A Java Open-Source Pattern Mining Library
... popular pattern mining algorithms such as Apriori (Agrawal and Srikant, 1994), GSP (Srikant et ...of pattern mining ...its pattern mining algorithms and LUCS-KDD ... See full document
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A pattern growth-based sequential pattern mining algorithm called prefixSuffixSpan
... Sequential pattern mining is an important data mining problem widely addressed by the data mining community, with a very large field of ...sequence pattern mining aims at ... See full document
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Performance Evaluation on State of the Art Sequential Pattern Mining Algorithms
... “Existing Sequential Pattern Mining Algorithms” the author quoted (“The main drawback of SPAM is the huge memory ...on mining large datasets in limited resource ... See full document
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Mining Effective Patterns From Text Data- A Survey
... deploy pattern deploying process to weight ...text mining problems. In Pattern taxonomy mining (PTM) models mining is done by means of closed sequential patterns existing in text ... See full document
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Frequent Pattern Mining Algorithms for Finding Associated Frequent Patterns for Data Streams: A Survey
... Several algorithms for mining associations have been suggested in the literature work [5] [6] [7] [8] [3] [9] [10] [11] [12] The Apriori algorithm [5] is most widely used algorithm in the history of ... See full document
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FREQUENT PATTERN MINING USING DYNAMIC PROGRAMMING
... data mining problem, frequent pattern mining plays an essential role in many data mining tasks, such as mining associations [2,8], sequential patterns [18,13] maximum patterns ... See full document
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Frequent Pattern Mining Algorithms PrePost, FIN, H-Mine – A Survey
... the mining task complex and unpredictable. Frequent pattern mining is used to extract the useful information from the transactional ...perform mining tasks among the ... See full document
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Generalized Sequential Pattern Mining with Item Intervals
... sequence-based mining algorithms have been proposed [9]–[12]. These algorithms extract frequent sequential patterns with item intervals by converting item intervals to pseudo ...based ... See full document
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Plagiarism Detection using Sequential Pattern Mining
... The algorithm was implemented in a database application. using Adaptive Server SQL Anywhere version 11.0 with add on In-Memory version 11.0 and PowerBuilder 11.5. This has multiple advantages. First, it perfectly matches ... See full document
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Applications of Data Mining Algorithms for Network
... two studies proposed a sequential pattern mining technique that incorporated alert information. 327[r] ... See full document
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Comparative Study of Time Interval Weighted Sequential pattern Mining and Prefixspan Algorithm
... Sequential pattern mining is one of the most important data mining techniques, which has drawn a great number of researches to pursue it, because of its numerous applications including usage ... See full document
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A Survey on Data Mining Association Rules By Effective Algorithms
... image, pattern recognition, loan approval and detecting faults in industrial ...rule mining is to find a small set of rules in the database to form an accurate ... See full document
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Comparative Analysis of Sequential Pattern Mining and High Utility Pattern Mining
... P. Asha, Dr. T. Jebarajan, G. Saranya, made a survey on an efficient incremental algorithm for mining high utility itemsets in distributed and dynamic database[9]. This proposed system divided into one ... See full document
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A Performance Analysis of Sequential Pattern Mining Algorithms
... iii) WAP-MINE- WAP-MINE is pattern-growth based algorithm with tree-structure mining technique on its WAP-tree data structure[8]. In this algorithm the sequence database is scanned twice to construct the ... See full document
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A Comparative Study of Sequential Pattern Mining Algorithms
... efficient mining of sequential patterns in time-related data ([7], [4], [8], ...Projection-based pattern growth method, such as PrefixSpan([8]) and (4) Apriori- based candidate generation and pruning ... See full document
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A Survey of Sequential Rule Mining Algorithms
... Harms et al. 14 SPAM (Sequential PAttern Mining) is a typical algorithm which integrates a variety of old and new algorithmic contributions. It is lexicographic tree has been used to store all the ... See full document
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