Designing a Data Structure Utility List and High Utility Sequential Pattern for One phase in Data Mining

Authors(2) :-Kaushik Dattatraya Kulkarni, Rahul P. Mirajkar

High utility item set mining finds item set from the database which have their utility no less than minimum threshold, the most significant task in data mining is the process to discovering the different type of pattern algorithm that generate the mining pattern. Sequence of database rather than strings and it can capture the set of sequential pattern. Data mining consist extracting information from data stored in databases to understand the data. Pattern mining consists of discovering interesting, useful, and unexpected pattern in databases.

Authors and Affiliations

Kaushik Dattatraya Kulkarni
Student, ME (CSE), Bharati Vidyapeeth's College of Engineering, Kolhapur, Maharashtra, India
Rahul P. Mirajkar
Asstt Professor, Bharati Vidyapeeth's College of Engineering, Kolhapur. Maharashtra, India

Data Mining, Database, Sequential Pattern Mining, High Utility, Item Set

  1. Alva Erwin, Raj P. Gopalan, N.R.Achuthan," Efficient Mining of High Utility Item set From Large Data set" Nov 2015
  2. CF.Ahmed, S Khairuzzaman Tanbeer, Byeong-Soo Jeong, Young-Koo Lee," Efficient Tree Structure for High Utility Pattern Mining in Incremental Databases"Nov 2015
  3. Menghchi Liu, Junfeng Qu," Mining High Utility Item set Without Candidate Generation" Nov 2015.
  4. Vincent S Tseng, Bai-En Shie, Cheng Wu, Philip S Yu," Efficient Algorithm For Mining High Utility Item set from Transactional Databases" Nov 2015
  5. Yao H and Hamilton Hj "Mining item set Utility from Transaction database" Nov 2015
  6. Yung Liu, Woe heng Liao and Alok Choudhary," A Two Phase algorithm for Fast Discovery of High Utility Item set" Nov 2015
  7. HF.Li, H.Y.Hung, Y.C.Chen, Y.J.Liu and S.Y. Lee" Fast and Memory Efficient Mining Of High Utility Item set in Data Stream" Aug 2015
  8. Mahdi Esmaeili and Fazekas Gabor," Finding Sequential Pattern from Large Sequence" May 2015

Publication Details

Published in : Volume 3 | Issue 5 | May-June 2018
Date of Publication : 2018-06-30
License:  This work is licensed under a Creative Commons Attribution 4.0 International License.
Page(s) : 1158-1162
Manuscript Number : CSEIT1835277
Publisher : Technoscience Academy

ISSN : 2456-3307

Cite This Article :

Kaushik Dattatraya Kulkarni, Rahul P. Mirajkar, "Designing a Data Structure Utility List and High Utility Sequential Pattern for One phase in Data Mining", International Journal of Scientific Research in Computer Science, Engineering and Information Technology (IJSRCSEIT), ISSN : 2456-3307, Volume 3, Issue 5, pp.1158-1162, May-June-2018.
Journal URL :

Article Preview