A Novel Clustering Method for Similarity Measuring in Text Documents
Journal Title: International Journal of Modern Engineering Research (IJMER) - Year 2013, Vol 3, Issue 5
Abstract
Clustering is the process of grouping data into subsets in such a manner that identical instances are collected together, while different instances belong to different groups. The instances are thereby arranged into an efficient depiction that characterizes the populace that is being sampled. A general move towards the clustering process is to treat it as an optimization process. A best partition is found by optimizing an exacting function of similarity, or distance, among data. Basically, there is a hidden assumption that the true inherent structure of data could be correctly describe by using the similarity formula defined and fixed in the clustering decisive factor. In this paper, we introduce clustering with multi- view points based on different similarity measures. The multi- view point approach to learning is one in which we have ‘views’ of the data (sometimes in a rather abstract sense) and the goal is to use the relationship between these views to alleviate the difficulty of a learning problem of interest.
Authors and Affiliations
Preethi Priyanka Thella
Keywords
Related Articles
- EP ID EP87814
- DOI -
- Views 110
- Downloads 0
Impact Analysis on Car Bumper by varying speeds using Materials ABS Plastic and Poly Ether Imide by Finite Element Analysis software Solid works
Abstract: Bumper is one of the main parts which are used as protection for passengers from front and rear collision. The aim of this study was to analyze and study the structure and material employed for car bumper...
Simulation of gas turbine blade for enhancement of efficiency of gas turbine using ANSYS
As day by day population of the world is increasing and our resources are frequently reducing hence to meet this demand of the world of energy we have to move to a device which have a maximum efficiency for th...
Effect Of Water On Slope Stability And Investigation Of Ν Νw Drainage Techniques Applied To Sections Of Egnatia Odos.
This study is to explore the drainage possibility of physical and technical landslide slopes, with the help of draining projects implementation, which operate without energy consumption and contribute significantly...
A production - Inventory model with JIT setup cost incorporating inflation and time value of money in an imperfect production process
Fusion Of HWD And Non Negative Matrix Factorization For Video Watermarking
In the era of high speed network and World Wide Web, data can be easily accessed in a number of ways to share among each other. This data can be manipulated without any quality loss. Threat of intellectual property...