A FREQUENT DOCUMENT MINING ALGORITHM WITH CLUSTERING
Journal Title: Indian Journal of Computer Science and Engineering - Year 2012, Vol 3, Issue 5
Abstract
Now days, finding the association rule from large number of item-set become very popular issue in the field of data mining. To determine the association rule researchers implemented a lot of algorithms and techniques. FPGrowth is a very fast algorithm for finding frequent item-set. This paper, give us a new idea in this field. It replaces the role of frequent item-set to frequent sub graph discovery. It uses the processing of datasets and describes modified FP-algorithm for sub-graph discovery. The document clustering is required for this work. It can use self-similarity function between pair of document graph that similarity can use for clustering with the help of affinity propagation and efficiency of algorithm can be measure by F-measure function.
Authors and Affiliations
Mr. Rakesh Kumar Soni , Prof. Neetesh Gupta , Prof. Amit Sinhal
Keywords
Related Articles
- EP ID EP119837
- DOI -
- Views 82
- Downloads 0
RELATIVE QUERY RESULTS RANKING FOR ONLINE USERS IN WEB DATABASES
To handle with the problem of so many-answers replied from an online Web database in response to a relative query, this paper proposes a unique approach to rank the similar query results. Depending upon the on the databa...
ONLINE SCAMS: TAKING THE FUN OUT OF THE INTERNET
The fun of using the Internet has become sour due to the various scams taking place day in and day out, all around the world. Internet users are being trapped around every corner and their credit card information is bein...
PERFORMANCE ANALYSIS OF ENERGY EFFICIENT CLUSTERING SCHEMES FOR WSN
Clustering enables energy constrained wireless sensor networks to consume less battery power for routing the data packets. In order to achieve the key goal of prolonging the lifetime of sensor nodes besides avoiding unde...
AN INTERWORKING IMPLEMENTATION AND PERFORMANCE EVALUATION IN IEEE 802.11S BASED CAMPUS MESH NETWORKS
To address deployment schemes over large dispersed geographical area a paradigm shift in the technology was needed. Wireless Mesh Networks (WMN) has emerged as a promising technology to such challenging tasks. As wireles...
DIFFERENT SECURITY MECHANISMS FOR DIFFERENT TYPE OF SECURITY LAPSES IN WMN- A REVIEW
The wireless mesh network(WMN) is a wide network over globe . It is a multi-hop network which is made of static as well as the Mobile nodes which are connected with each other via special node called routers and Backbone...