e-ISSN:0976-5166
p-ISSN:2231-3850


INDIAN JOURNAL OF COMPUTER SCIENCE AND ENGINEERING

Call for Papers

Aug 2019 - Volume 10, Issue 4
Deadline: 15 Jul 2019
Notification: 15 Aug 2019
Publication: 31 Aug 2019

Oct 2019 - Volume 10, Issue 5
Deadline: 15 Sep 2019
Notification: 15 Oct 2019
Publication: 30 Oct 2019

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IJCSE Indexed in Scopus

ABSTRACT

Title : CLUSTERING THE PREPROCESSED BONE MARROW DATA USING MODIFIED K-MEANS ALGORITHM
Authors : D.Minnie, S.Srinivasan
Keywords : Hematology, Bone Marrow, Knowledge Discovery in Databases, Data Mining, Clustering, K-Means Clustering.
Issue Date : Apr-May 2013
Abstract :
In this paper we analyse the components of the bone marrow and the bone marrow analysis data. Eighteen thousand bone marrow records are collected from a reputed Clinical Pathological Laboratory and this raw data is transformed into a pre-processed and flattened data using the pre-processing phases of the Knowledge Discovery in Databases. The transformed bone marrow data is used to create clusters of the database using various fields of the bone marrow. The K-Means clustering algorithm is slightly modified and is applied on the Bone Marrow Database to form various clusters.
Page(s) : 196-203
ISSN : 0976-5166
Source : Vol. 4, No.2