Vertical Clustering of 3D Elliptical Helical Data
Journal Title: INTERNATIONAL JOURNAL OF COMPUTER TRENDS & TECHNOLOGY - Year 2013, Vol 6, Issue 2
Abstract
This research proposes an effective vertical clustering strategy of 3D data in an elliptical helical shape based on 2D geometry. The clustering object is an elliptical cross-sectioned metal pipe which is been bended in to an elliptical helical shape which is used in wearable muscle support designing for welfare industry. The aim of this proposed method is to maximize the vertical clustering (vertical partitioning) ability of surface data in order to run the product evaluation process addressed in research [2]. The experiment results prove that the proposed method outperforms the existing threshold no of clusters that preserves the vertical shape than applying the conventional 3D data. This research also proposes a new product testing strategy that provides the flexibility in computer aided testing by not restricting the sequence depending measurements which apply weight on measuring process. The clustering algorithms used for the experiments in this research are self-organizing map (SOM) and K-medoids.
Authors and Affiliations
Wasantha Samarathunga , Masatoshi Seki , Hidenobu Saito , Ken Ichiryu , Yasuhiro Ohyama
Keywords
Related Articles
- EP ID EP126008
- DOI -
- Views 69
- Downloads 0
Integrating Security and Usability at Requirement Specification Process
To construct any software, Requirement process is the common knowledge in most development organization. For any development of process security requirement is rarely supported. Over the years, researcher and developers...
To Improve Data Security by Using Secure Data Transmission
The “Secure data transmission” is a software solution which provides security during transmission .Present day security is the main issue that the third person attacks on the data. To provide security Tiny Encsryption Al...
An Adaptive Log Based Realtime Network Scans in LAN
Network scans really are a common initial step within a network intrusion attempt. As a way to gain details about a possible network intrusion, it can be beneficial to analyze these network scans. Scanning activity is na...
An Efficient Boundary Detection and Image Segmentation Method Based on Perceptual Organization
In this paper, we presents a novel method for detecting the boundaries of the object in outdoor images by using most common properties of the images such as perceptual organization laws. Here the proposed segmentation sc...
A Study on Big Data Integration with Data Warehouse
The amount of data in world is exploding. Data is being collected and stored at unprecedented rates. The challenge is not only to store and manage the vast volume of data, but also to analyze and extract meaningful value...