An automatic approach for learning and tuning Gaussian interval type-2 fuzzy membership functions applied to lung CAD classification system

Rahil Hosseini; Salah D. Qanadli; Sarah Barman; Mahdi Mazinani; Tim Ellis; Jamshid Dehmeshki

doi:10.1109/TFUZZ.2011.2172616

An automatic approach for learning and tuning Gaussian interval type-2 fuzzy membership functions applied to lung CAD classification system

Rahil Hosseini, Salah D. Qanadli, Sarah Barman, Mahdi Mazinani, Tim Ellis, Jamshid Dehmeshki

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

Original language	English
Pages (from-to)	224-234
Journal	IEEE Transactions on Fuzzy Systems
Volume	20
Issue number	2
DOIs	https://doi.org/10.1109/TFUZZ.2011.2172616
Publication status	Published - Apr 2012

Keywords

classification
interval type-2 fuzzy set
learning
modeling uncertainty
tuning
genetic algorithms
logic controllers
inference systems
mobile robot
optimization
toolbox
models
Applied mathematics

Access to Document

10.1109/TFUZZ.2011.2172616

http://dx.doi.org/10.1109/TFUZZ.2011.2172616

Cite this

@article{3e4d2175413840a084bedea6c337f81b,

title = "An automatic approach for learning and tuning Gaussian interval type-2 fuzzy membership functions applied to lung CAD classification system",

keywords = "classification, interval type-2 fuzzy set, learning, modeling uncertainty, tuning, genetic algorithms, logic controllers, inference systems, mobile robot, optimization, toolbox, models, Applied mathematics",

author = "Rahil Hosseini and Qanadli, \{Salah D.\} and Sarah Barman and Mahdi Mazinani and Tim Ellis and Jamshid Dehmeshki",

year = "2012",

month = apr,

doi = "10.1109/TFUZZ.2011.2172616",

language = "English",

volume = "20",

pages = "224--234",

journal = "IEEE Transactions on Fuzzy Systems",

issn = "1063-6706",

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

number = "2",

}

TY - JOUR

T1 - An automatic approach for learning and tuning Gaussian interval type-2 fuzzy membership functions applied to lung CAD classification system

AU - Hosseini, Rahil

AU - Qanadli, Salah D.

AU - Barman, Sarah

AU - Mazinani, Mahdi

AU - Ellis, Tim

AU - Dehmeshki, Jamshid

PY - 2012/4

Y1 - 2012/4

KW - classification

KW - interval type-2 fuzzy set

KW - learning

KW - modeling uncertainty

KW - tuning

KW - genetic algorithms

KW - logic controllers

KW - inference systems

KW - mobile robot

KW - optimization

KW - toolbox

KW - models

KW - Applied mathematics

U2 - 10.1109/TFUZZ.2011.2172616

DO - 10.1109/TFUZZ.2011.2172616

M3 - Article

SN - 1063-6706

VL - 20

SP - 224

EP - 234

JO - IEEE Transactions on Fuzzy Systems

JF - IEEE Transactions on Fuzzy Systems

IS - 2

ER -