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Title: :  Novel Approach to Mine Sequential Frequent Pattern
PaperId: :  2239
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 2 Issue 3 2016
DUI:    16.0415/IJARIIE-2239
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
aashka shahL. J. INSTITUTE OF ENGINERRING AND TECHNOLOGY
krunal PanchalL. J. INSTITUTE OF ENGINERRING AND TECHNOLOGY

Abstract

computer Engineering
Sequential pattern mining, Sequence database, Sequential rule Mining
Sequential pattern mining is an important data Mining technique. Mining sequential rules from the sequence database is an important task with wide application. Its use to find frequently occurring ordered events or sub sequence as pattern from sequence database. Sequence can be called as order list of event. If one item set is completely subset of another item set is called sub sequence. Sequential pattern mining is used in various domains such as medical treatments, natural disasters, customer shopping sequences, DNA sequences and gene structures. The problem is to discover the all sequential pattern who satisfy the user specified constraint, from the given sequence database. There are various Sequential pattern mining algorithm like GSP, SPADE, SPAM, PrefixSpan are mainly used to find the relevant sequential frequent pattern from the sequence. All these sequential pattern mining algorithm are generating large set of frequent sequential pattern which are not time and memory efficient. CMRule, ERMiner, and RulrGrowth algorithms generate sequential rule but the method of generation is complicated, memory consumption is also high and it is not time efficient. So the Proposed novel approach is generating sequential frequent pattern as well as sequential rule in novel Method and it is more efficient in terms of memory and time.

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IJARIIE aashka shah, and krunal Panchal. "Novel Approach to Mine Sequential Frequent Pattern" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 3 2016 Page 381-388
MLA aashka shah, and krunal Panchal. "Novel Approach to Mine Sequential Frequent Pattern." International Journal Of Advance Research And Innovative Ideas In Education 2.3(2016) : 381-388.
APA aashka shah, & krunal Panchal. (2016). Novel Approach to Mine Sequential Frequent Pattern. International Journal Of Advance Research And Innovative Ideas In Education, 2(3), 381-388.
Chicago aashka shah, and krunal Panchal. "Novel Approach to Mine Sequential Frequent Pattern." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 3 (2016) : 381-388.
Oxford aashka shah, and krunal Panchal. 'Novel Approach to Mine Sequential Frequent Pattern', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, 2016, p. 381-388. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Novel_Approach_to_Mine_Sequential_Frequent_Pattern_ijariie2239.pdf (Accessed : ).
Harvard aashka shah, and krunal Panchal. (2016) 'Novel Approach to Mine Sequential Frequent Pattern', International Journal Of Advance Research And Innovative Ideas In Education, 2(3), pp. 381-388IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Novel_Approach_to_Mine_Sequential_Frequent_Pattern_ijariie2239.pdf (Accessed : )
IEEE aashka shah, and krunal Panchal, "Novel Approach to Mine Sequential Frequent Pattern," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, pp. 381-388, May-Jun 2016. [Online]. Available: https://ijariie.com/AdminUploadPdf/Novel_Approach_to_Mine_Sequential_Frequent_Pattern_ijariie2239.pdf [Accessed : ].
Turabian aashka shah, and krunal Panchal. "Novel Approach to Mine Sequential Frequent Pattern." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 3 ().
Vancouver aashka shah, and krunal Panchal. Novel Approach to Mine Sequential Frequent Pattern. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2016 [Cited : ]; 2(3) : 381-388. Available from: https://ijariie.com/AdminUploadPdf/Novel_Approach_to_Mine_Sequential_Frequent_Pattern_ijariie2239.pdf
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