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

P. Esther Jebarani; N. Umadevi; Helen 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, Helen Dang, Marc Pomplun

Mathematics and Computer Studies

Research & Scholarship: 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

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

Access to Document

10.1109/ACCESS.2021.3123425License: CC BY

https://digitalcommons.molloy.edu/mathcomp_fac/32License: CC BY

Cite this

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

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

author = "Jebarani, {P. Esther} and N. Umadevi and Helen 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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T1 - A Novel Hybrid K-Means and GMM Machine Learning Model for Breast Cancer Detection

AU - Jebarani, P. Esther

AU - Umadevi, N.

AU - Dang, Helen

AU - Pomplun, Marc

PY - 2021

Y1 - 2021

KW - ANOVA

KW - Breast cancer

KW - EM algorithm

KW - Gaussian mixture model

KW - K-means

KW - adaptive median filtering

KW - pre-processing

U2 - 10.1109/ACCESS.2021.3123425

DO - 10.1109/ACCESS.2021.3123425

M3 - Article

SN - 2169-3536

VL - 9

SP - 146153

EP - 146162

JO - IEEE Access

JF - IEEE Access

ER -