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 126
- Downloads 0
A Teaching Methodology for Introductory Programming Courses using Alice
Abstract: Enrollment numbers and retention rates have been decreasing in technology programs in United States of America, particularly for underrepresented minority groups. At St. Mary’s University, we started an E...
Hybrid Engine (Stirling Engine + IC Engine + Electric Motor)
Hybrid engine is a combination of Stirling engine, IC engine and Electric motor. All these 3 are connected together to a single shaft. The power source of the Stirling engine will be a Solar Panel. The aim of t...
Design and Stress Analysis of various cross section of Hook
Hooks are employed in heavy industries to carry tonnes of loads safely. These hooks have a big role to play as far as the safety of the crane loaded is concerned. With more and more industrialization the rate at wh...
STATIC AND DYNAMIC ANALYSIS ON TATRA CHASSIS
This paper deals with the analysis of chassis frame for improving its payload by adding stiffner and c channel at maximum stress region of chassis frame. The FEM analysis has been carried out with various alter...
A flywheel energy storage system for an isolated micro-grid
The paper presents an investigation into the effects of integrating a Magnetically Loaded Composite (sMLC) flywheel to an isolated micro-grid. The Fair Isle is a small island located in northern Scotland, and s...