An Integrated Approach for Mining Closed Sequential Patterns

Abstract

Sequential pattern mining has been a well studied area in data mining for over a decade. Yet researchers are still uncovering interesting problems, new algorithms and ways to improve upon existing methods. To efficiently mine long sequential patterns, closed sequential pattern mining was introduced. In this paper, we propose an efficient closed sequential pattern mining algorithm CSPAM by integrating the best qualities of an efficient sequential pattern mining algorithm SPAM and an efficient closed itemset mining algorithm closet+.

Authors and Affiliations

V. Purushothama Raju , Dr. G. P. Saradhi Varma

Keywords

Related Articles

LOCK-FREE FIFO BASED PARALLEL HTB IN CLOUD COMPUTING

Cloud computing is becoming more and more popular in IT industry nowadays. Those famous companies including Amazon, IBM, HP, Google and Microsoft are creating and deploying Clouds in various locations around the world. T...

SIGNIFICANCE OF WEB USAGE MINING IN MACHINE STUDY 

The WEB has been provided that a crucial and essential platform for receiving data and circularize data as well as interacting with society on the web. With its astronomical growth over the past decade, the web becomes v...

An effective cluster formation with security in mobile ad hoc network

Mobile ad hoc networks have attracted much attention due to their mobility and easy deployment. However, the wireless and dynamic nature of network renders them more vulnerable to various types of security attacks than t...

Noisy Image Segmentation Based On Genetic Artificial Bee Colony Algorithm

Segmentation of images is a very challenging problem due to the presence of noise in the images and its widespread usage and applications. In this paper we proposed the GABC-Genetic Artificial Bee Colony Algorithm which...

Stepping Towards Component-Based Software Testing Through A Contemporary Layout 

Component- based software development is aimed for developing new software speedily by using minimum resources but outcome the maximum worth. Various components are integrated all together to form the successful software...

Download PDF file
  • EP ID EP157819
  • DOI -
  • Views 137
  • Downloads 0

How To Cite

V. Purushothama Raju, Dr. G. P. Saradhi Varma (2014). An Integrated Approach for Mining Closed Sequential Patterns. International Journal of Computer Science & Engineering Technology, 5(5), 511-515. https://europub.co.uk./articles/-A-157819