Imperial College London

DrPetarKormushev

Faculty of EngineeringDyson School of Design Engineering

Lecturer
 
 
 
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Contact

 

+44 (0)20 7594 9235p.kormushev Website

 
 
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Location

 

10-12 Prince's GardensSouth Kensington Campus

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Summary

 

Publications

Citation

BibTex format

@phdthesis{Kormushev:2006,
author = {Kormushev, P},
title = {Visual approach for data mining on medical information databases using Fastmap algorithm},
url = {http://arxiv.org/abs/0904.0313v1},
year = {2006}
}

RIS format (EndNote, RefMan)

TY  - THES
AB - The rapid development of tools for acquisition and storage of information haslead to the formation of enormous medical databases. The large quantity of datadefinitely surpasses the abilities of humans for efficient usage withoutspecialized tools for analysis. The situation is described as rich in data, butpoor in information. In order to fill this growing gap, different approachesfrom the field of Data Mining are applied. These methods perform analysis oflarge sets of observed data in order to find new dependencies or conciserepresentation of the data, which is more meaningful to humans. One of thepossible approaches for discovery of dependencies is the visual approach, inwhich data is processed and visualized in a way suitable for analysis by adomain expert. This work proposes a visual approach, in which data is processedand visualized in a way suitable for analysis by a domain expert. We design andimplement a software solution for visualization of multi-dimensional,classified medical data using the FastMap algorithm for graduate reduction ofdimensions. The implementation of the graphical user interface is described indetail since it is the most important factor for the ease of use of these toolsby non-professionals in data mining.
AU - Kormushev,P
PY - 2006///
TI - Visual approach for data mining on medical information databases using Fastmap algorithm
UR - http://arxiv.org/abs/0904.0313v1
UR - http://hdl.handle.net/10044/1/26077
ER -