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


INDIAN JOURNAL OF COMPUTER SCIENCE AND ENGINEERING

Call for Papers

Apr 2019 - Volume 10, Issue 2
Deadline: 5 Apr 2019
Notification: 15 Apr 2019
Publication: 30 Apr 2019

June 2019 - Volume 10, Issue 3
Deadline: 5 June 2019
Notification: 15 June 2019
Publication: 30 June 2019

Indexed in

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