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Title: :  Integrating Compression Technique For Association Rule Mining
PaperId: :  1933
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 2 Issue 2 2016
DUI:    16.0415/IJARIIE-1933
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Shubham SinghParul Institute Of Engg. And Tech Vadodara, Gujarat, India
Sumitra MenariaParul Institute Of Engg. And Tech Vadodara, Gujarat, India

Abstract

Computer Science And Engineering
Association Rule Mining, Apriori, Compression, quantification table, sorting
Data Reduction in the field of process becomes a challenging issue in the data mining. Everyone wants that there data must be processed quickly in order to get the result. There are various methods that can allow the large data to be processed quickly or in lesser amount of time. In order to do so, one of the method which is widely used in most of the fields is, “Data Compression” which can easily made availability of the required space. Data mining has many useful applications in recent years because it can help users to discover the interesting knowledge in large databases. If the Data is already pre-processed then data compression over such type of data can easily be done in quick succession of time, Here we analyze the methods simple Apriori, and the Apriori over compressed database using the compression technique, existing compression algorithms are not appropriate for data mining due to lack of consistency of maintain the compressed database. Two different approaches were proposed in which, first we need to compress databases and then perform the data mining process that can promises to increased up the processing time in large databases by using the compression techniques. In this research an approach called Mining Merged Transactions with the Quantification Table is used by using the sorting techniques to put the same data types into one to solve these problems. The Apriori is used to find the frequent item sets in the database then the compressed database is maintained in the future as this table relationship of transactions is used to merge related transactions and builds a quantification table to prune the candidate item sets..

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IJARIIE Shubham Singh, and Sumitra Menaria. "Integrating Compression Technique For Association Rule Mining" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 2 2016 Page 1090-1093
MLA Shubham Singh, and Sumitra Menaria. "Integrating Compression Technique For Association Rule Mining." International Journal Of Advance Research And Innovative Ideas In Education 2.2(2016) : 1090-1093.
APA Shubham Singh, & Sumitra Menaria. (2016). Integrating Compression Technique For Association Rule Mining. International Journal Of Advance Research And Innovative Ideas In Education, 2(2), 1090-1093.
Chicago Shubham Singh, and Sumitra Menaria. "Integrating Compression Technique For Association Rule Mining." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 2 (2016) : 1090-1093.
Oxford Shubham Singh, and Sumitra Menaria. 'Integrating Compression Technique For Association Rule Mining', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 2, 2016, p. 1090-1093. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Integrating_Compression_Technique_For_Association_Rule_Mining_ijariie1933.pdf (Accessed : ).
Harvard Shubham Singh, and Sumitra Menaria. (2016) 'Integrating Compression Technique For Association Rule Mining', International Journal Of Advance Research And Innovative Ideas In Education, 2(2), pp. 1090-1093IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Integrating_Compression_Technique_For_Association_Rule_Mining_ijariie1933.pdf (Accessed : )
IEEE Shubham Singh, and Sumitra Menaria, "Integrating Compression Technique For Association Rule Mining," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 2, pp. 1090-1093, Mar-App 2016. [Online]. Available: http://ijariie.com/AdminUploadPdf/Integrating_Compression_Technique_For_Association_Rule_Mining_ijariie1933.pdf [Accessed : ].
Turabian Shubham Singh, and Sumitra Menaria. "Integrating Compression Technique For Association Rule Mining." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 2 ().
Vancouver Shubham Singh, and Sumitra Menaria. Integrating Compression Technique For Association Rule Mining. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2016 [Cited : ]; 2(2) : 1090-1093. Available from: http://ijariie.com/AdminUploadPdf/Integrating_Compression_Technique_For_Association_Rule_Mining_ijariie1933.pdf
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