A Novel Hybrid K-Means and GMM Machine Learning Model for Breast Cancer Detection

P. Esther Jebarani; N. Umadevi; Hien Dang; Marc Pomplun

doi:10.1109/ACCESS.2021.3123425

A Novel Hybrid K-Means and GMM Machine Learning Model for Breast Cancer Detection

P. Esther Jebarani
, N. Umadevi
, Hien Dang
, Marc Pomplun

Computer Science

Sri Jayendra Saraswathy Maha Vidyalaya College of Arts and Science
Thuyloi University
University of Massachusetts Boston

Research output: Contribution to journal › Article › peer-review

Original language	English
Pages (from-to)	146153-146162
Number of pages	10
Journal	IEEE Access
Volume	9
DOIs	https://doi.org/10.1109/ACCESS.2021.3123425
State	Published - 2021

ASJC Scopus Subject Areas

General Computer Science
General Materials Science
General Engineering

Keywords

adaptive median filtering
ANOVA
Breast cancer
EM algorithm
Gaussian mixture model
K-means
pre-processing

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10.1109/ACCESS.2021.3123425

Cite this

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title = "A Novel Hybrid K-Means and GMM Machine Learning Model for Breast Cancer Detection",

keywords = "adaptive median filtering, ANOVA, Breast cancer, EM algorithm, Gaussian mixture model, K-means, pre-processing",

author = "Jebarani, \{P. Esther\} and N. Umadevi and Hien Dang and Marc Pomplun",

note = "Publisher Copyright: {\textcopyright} 2013 IEEE.",

year = "2021",

doi = "10.1109/ACCESS.2021.3123425",

language = "English",

volume = "9",

pages = "146153--146162",

journal = "IEEE Access",

issn = "2169-3536",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

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TY - JOUR

T1 - A Novel Hybrid K-Means and GMM Machine Learning Model for Breast Cancer Detection

AU - Jebarani, P. Esther

AU - Umadevi, N.

AU - Dang, Hien

AU - Pomplun, Marc

PY - 2021

Y1 - 2021

KW - adaptive median filtering

KW - ANOVA

KW - Breast cancer

KW - EM algorithm

KW - Gaussian mixture model

KW - K-means

KW - pre-processing

UR - https://www.scopus.com/pages/publications/85118566267

UR - https://www.scopus.com/pages/publications/85118566267#tab=citedBy

U2 - 10.1109/ACCESS.2021.3123425

DO - 10.1109/ACCESS.2021.3123425

M3 - Article

AN - SCOPUS:85118566267

SN - 2169-3536

VL - 9

SP - 146153

EP - 146162

JO - IEEE Access

JF - IEEE Access

ER -

A Novel Hybrid K-Means and GMM Machine Learning Model for Breast Cancer Detection

ASJC Scopus Subject Areas

Keywords

Access to Document

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