Novel Developments in Fuzzy Clustering for the Classification of Cancerous Cells Using FTIR Spectroscopy

Xiao Ying Wang; Jonathan M. Garibaldi; Benjamin Bird; Mike W. George

doi:10.1002/9780470061190.ch20

Novel Developments in Fuzzy Clustering for the Classification of Cancerous Cells Using FTIR Spectroscopy

Xiao Ying Wang, Jonathan M. Garibaldi, Benjamin Bird, Mike W. George

Research output: Chapter in Book/Conference proceeding › Book Chapter › peer-review

11 Citations (Scopus)

Original language	English
Title of host publication	Advances in Fuzzy Clustering and its Applications
Publisher	John Wiley & Sons, Ltd.
Pages	405-425
Number of pages	21
ISBN (Print)	9780470027608
DOIs	https://doi.org/10.1002/9780470061190.ch20
Publication status	Published - 11 May 2007
Externally published	Yes

Keywords

Clustering techniques
Clustering validity
FTIR spectroscopic analysis
Fuzzy C-means (FCM) clustering
Fuzzy clustering novel developments
Fuzzy k-means
K-means (KM) clustering - nonhierarchical clustering algorithm
SAFC algorithm

ASJC Scopus subject areas

General Engineering

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

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10.1002/9780470061190.ch20

Cite this

@inbook{3b9176646fb84dee9bbd287c412fe90d,

title = "Novel Developments in Fuzzy Clustering for the Classification of Cancerous Cells Using FTIR Spectroscopy",

keywords = "Clustering techniques, Clustering validity, FTIR spectroscopic analysis, Fuzzy C-means (FCM) clustering, Fuzzy clustering novel developments, Fuzzy k-means, K-means (KM) clustering - nonhierarchical clustering algorithm, SAFC algorithm",

author = "Wang, \{Xiao Ying\} and Garibaldi, \{Jonathan M.\} and Benjamin Bird and George, \{Mike W.\}",

year = "2007",

month = may,

day = "11",

doi = "10.1002/9780470061190.ch20",

language = "English",

isbn = "9780470027608",

pages = "405--425",

booktitle = "Advances in Fuzzy Clustering and its Applications",

publisher = "John Wiley \& Sons, Ltd.",

}

TY - CHAP

T1 - Novel Developments in Fuzzy Clustering for the Classification of Cancerous Cells Using FTIR Spectroscopy

AU - Wang, Xiao Ying

AU - Garibaldi, Jonathan M.

AU - Bird, Benjamin

AU - George, Mike W.

PY - 2007/5/11

Y1 - 2007/5/11

KW - Clustering techniques

KW - Clustering validity

KW - FTIR spectroscopic analysis

KW - Fuzzy C-means (FCM) clustering

KW - Fuzzy clustering novel developments

KW - Fuzzy k-means

KW - K-means (KM) clustering - nonhierarchical clustering algorithm

KW - SAFC algorithm

UR - http://www.scopus.com/inward/record.url?scp=79953685397&partnerID=8YFLogxK

U2 - 10.1002/9780470061190.ch20

DO - 10.1002/9780470061190.ch20

M3 - Book Chapter

AN - SCOPUS:79953685397

SN - 9780470027608

SP - 405

EP - 425

BT - Advances in Fuzzy Clustering and its Applications

PB - John Wiley & Sons, Ltd.

ER -

Novel Developments in Fuzzy Clustering for the Classification of Cancerous Cells Using FTIR Spectroscopy

Keywords

ASJC Scopus subject areas

UN SDGs

Access to Document

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Cite this