Book Details

Mining Sequence Data and Time Series Data

International Journal of Computer Science (IJCS) Published by SK Research Group of Companies (SKRGC).

Download this PDF format


Data mining, the extraction of hidden predictive information from large database. This paper focuses on mining the sequence data and time series data. Existing systems was applied to remove the noise, it often introduce lags in the filtered data. Such lags reduce the accuracy of predictions because the predictor must overcome the lags before it can predict into the future. Existing methods also have difficulty in handling noisy data and learning meaningful information from the data. In this paper it is proposed to avoid the lag using rule filter. This filter reduces the lag and perform the mining process effectively.


[1] Rui Xu, Student Member, IEEE and Donald Wunsch II, Fellow, IEEE “Survey of Clustering Algorithms? IEEE Transactions On Neural Networks, Vol. 16, No. 3, May 2005

[2] Vikas Gupta, Prof. Devanand? A survey on Data Mining: Tools, Techniques, Applications, Trends and Issues? International Journal of Scientific & Engineering Research Volume 4, Issue3, March-2013 1ISSN 2229-5518

[3] Prof. K. Vijayalakshmi M.C.A., M.Phil., ? Survey Of Data Mining In Socio-Academic Perspective? International Journal Of Scientific & Technology Research Volume 2, Issue 9, September 2013 Issn 2277-8616

[4] KHALID RAZA Centre for Theoretical Physics, Jamia Millia Islamia, New Delhi-110025, India? APPLICATION OF DATA MINING IN BIOINFORMATICS? Khalid Raza / Indian Journal of Computer Science and Engineering Vol 1 No 2, 114-118

[5] Wendy Foslien, Valerie Guralnik, Karen Zita Haigh Honeywell Laboratories, 3660 Technology Drive, Minneapolis, MN 55418? Data Mining For Space Applications? SpaceOps 2004 - Conference

[6] Data Mining Concepts and Techniques – Jiawei Han & Micheline Kamber

[7] Nan Jiang and Le Gruenwald The University of Oklahoma, School of Computer Science, Norman, OK 73019, USA Email: {nan_jiang, ggruenwald} ?Research Issues in Data Stream Association Rule Mining?

[8] Dr. Mohd Maqsood Ali1 Asst. Professor and Head of Marketing Department, Jazan Community College, Jazan University, Jazan Kingdom of Saudi Arabia 1” Role Of Data Mining In Education Sector” International Journal Of Computer Science And Mobile Computing

[9] M H Dunham, "Data Mining: Introductory and AdvancedTopics," Prentice Hall, 2002.



Data mining, Sequence Data, Time series Data. Mining sequence data and time series data

  • Format Volume 2, Issue 1, No 4, 2014.
  • Copyright All Rights Reserved ©2014
  • Year of Publication 2014
  • Author M.P.Rekha, Dr.S.S.Dhenakaran
  • Reference IJCS-046
  • Page No 260-264

Copyright 2021 SK Research Group of Companies. All Rights Reserved.