Imminent Rift Assortment Algorithm for Elevated Facet Data Using Wanton Collecting
Journal Title: International Journal of Science Engineering and Advance Technology - Year 2014, Vol 2, Issue 10
Abstract
Feature subset clustering is a powerful technique to reduce the dimensionality of feature vectors for text classification. In this paper, we propose a similaritybased self-constructing algorithm for feature clustering with the help of K-Means strategy. The words in the feature vector of a document set are grouped into clusters, based on similarity test. Words that are similar to each other are grouped into the same cluster, and make a head to each cluster data sets. By the FAST algorithm, the derived membership functions match closely with and describe properly the real distribution of the training data. Besides, the user need not specify the number of extracted features in advance, and trial-and-error for determining the appropriate number of extracted features can then be avoided. Experimental results show that our FAST algorithm implementation can run faster and obtain better-extracted features than other methods.
Authors and Affiliations
Matta Rambabu| Student of M.Tech Department of Computer Science Engineering G.V.R & S college of Engineering & Technology, GUNTUR, Mayyappa Chakravarthi| Department of Computer Science Engineering G.V.R&S college of Engineering & Technology, GUNTUR
Keywords
Related Articles
- EP ID EP16331
- DOI -
- Views 355
- Downloads 13
Development Of Antirigging Voting System Using Biometrics Based On Adharcard Numbering
Now a days voting process is exercised by using EVM(Electronic voting machine). In this paper we present and use implementation is to implement the development of anti rigging voting system using finger print .The pu...
Moisture Susceptibility on Asphalt Mix and the Effect of AntiStripping Additives
The damage due to moisture can be result in asphalt pavements either due to stripping or the softening of asphalt, both of which result in loss of ability to resist traffic- induced stresses which is mainly occur due...
Recognition of characters in document images using morphological operation
In this paper, we deal with the problem of document image rectification from image captured by digital cameras. The improvement on the resolution of digital camera sensors has brought more and more applications for n...
Dynamic Access Control In Cloud Computing Using Encryption/Decryption
Cloud computing has emerged as one of the most important paradigms in the IT industry for last few years. In general data owners and service providers are not in the same trusted domain in cloud computing. Service pr...
Performance Improvement of IUPQC in Distribution System under Abnormal Conditions Using FLC
This paper proposes a new connection for a Interline Unified Power Quality Conditioner (IUPQC) to improve the power quality of two feeders in a distribution system. An IUPQC consists of a series voltage-source conver...