NISCAIR Online Periodicals Repository

NISCAIR ONLINE PERIODICALS REPOSITORY (NOPR)  >
NISCAIR PUBLICATIONS >
Research Journals >
Journal of Scientific and Industrial Research (JSIR) >
JSIR Vol.71 [2012] >
JSIR Vol.71(09) [September 2012] >


Title: A study of digital mammograms by using clustering algorithms
Authors: Halawani, S M
Alhaddad, M
Ahmad, A
Keywords: Classification
Clustering
K-mean clustering
Mammograms
Mixed datasets
Probabilistic
Issue Date: Sep-2012
Publisher: NISCAIR-CSIR, India
Abstract: This study presents clustering algorithms to study digital mammograms. Probabilistic clustering algorithms performed better than hierarchical clustering algorithm. Clustering results are competitive with classification results, indicating that clustering algorithms can be used as an important tool to study digital mammograms. Probabilistic clustering algorithms can also be used by radiologists to improve their prediction accuracy.
Page(s): 594-600
CC License:  CC Attribution-Noncommercial-No Derivative Works 2.5 India
ISSN: 0975-1084 (Online); 0022-4456 (Print)
Source:JSIR Vol.71(09) [September 2012]

Files in This Item:

File Description SizeFormat
JSIR 71(9) 594-600.pdf33.69 kBAdobe PDFView/Open
 Current Page Visits: 426 
Recommend this item

 

National Knowledge Resources Consortium |  NISCAIR Website |  Contact us |  Feedback

Disclaimer: NISCAIR assumes no responsibility for the statements and opinions advanced by contributors. The editorial staff in its work of examining papers received for publication is helped, in an honorary capacity, by many distinguished engineers and scientists.

CC License Except where otherwise noted, the Articles on this site are licensed under Creative Commons License: CC Attribution-Noncommercial-No Derivative Works 2.5 India

Copyright © 2012 The Council of Scientific and Industrial Research, New Delhi. All rights reserved.

Powered by DSpace Copyright © 2002-2007 MIT and Hewlett-Packard | Compliant to OAI-PMH V 2.0

Home Page Total Visits: 637801 since 06-Feb-2009  Last updated on 15-Dec-2014Webmaster: nopr@niscair.res.in