Volume 8 Issue 1 - January 2017

  • 1. Using bagging and mapreduce in k-means clustering for detection of cancer

    Authors : Leena I Sakri, Smruti Joshi

    Pages : 423-430

    DOI : http://dx.doi.org/10.21172/1.81.054

    Keywords : K-means, MapReduce, Bagging, MBK Algorithm

    Abstract :

    Cancer is a group of diseases which involves abnormal growth of cell and spread to other body parts. As the cause of the disease is unknown, it is leading to the cause of death of many people. Early detection of cancer is a challenging thing. Many methods of detection have been developed and are being used, but the selection of a proper method of detection helps in early treatment and recovery of a patient. This paper proposes the clustering of k-means using MBK Algorithm, MapReduce technique. So that large data sets will run efficiently and also it will help in early detection of cancer.

    Citing this Journal Article :

    Leena I Sakri, Smruti Joshi, "Using bagging and mapreduce in k-means clustering for detection of cancer", https://www.ijltet.org/journal_details.php?id=910&j_id=3609, Volume 8 Issue 1 - January 2017, 423-430, #ijltetorg