Replacement based non-linear data reduction in radial basis function networks QSAR modeling

Atefe Malek-Khatabi; Mohsen Kompany Zare; Somayeh Gholami; Saeed Bagheri

doi:10.1016/j.chemolab.2014.04.005

Replacement based non-linear data reduction in radial basis function networks QSAR modeling

Atefe Malek-Khatabi, Mohsen Kompany Zare, Somayeh Gholami, Saeed Bagheri

Department of Food Science

13 Citations (Scopus)

Original language	English
Journal	Chemometrics and Intelligent Laboratory Systems
Volume	135
Pages (from-to)	157-165
Number of pages	9
ISSN	0169-7439
DOIs	https://doi.org/10.1016/j.chemolab.2014.04.005
Publication status	Published - 15 Jul 2014

Keywords

QSAR
Radial basis function networks
Replacement method
Human immunodeficiency virus type 1
K-means clustering
Cluster analysis

UN SDGs

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

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10.1016/j.chemolab.2014.04.005

Cite this

@article{ede0e2872b6e44d399a4893c67e31304,

title = "Replacement based non-linear data reduction in radial basis function networks QSAR modeling",

keywords = "QSAR, Radial basis function networks, Replacement method, Human immunodeficiency virus type 1, K-means clustering, Cluster analysis",

author = "Atefe Malek-Khatabi and {Kompany Zare}, Mohsen and Somayeh Gholami and Saeed Bagheri",

year = "2014",

month = jul,

day = "15",

doi = "10.1016/j.chemolab.2014.04.005",

language = "English",

volume = "135",

pages = "157--165",

journal = "Chemometrics and Intelligent Laboratory Systems",

issn = "0169-7439",

publisher = "Elsevier",

}

TY - JOUR

T1 - Replacement based non-linear data reduction in radial basis function networks QSAR modeling

AU - Malek-Khatabi, Atefe

AU - Kompany Zare, Mohsen

AU - Gholami, Somayeh

AU - Bagheri, Saeed

PY - 2014/7/15

Y1 - 2014/7/15

KW - QSAR

KW - Radial basis function networks

KW - Replacement method

KW - Human immunodeficiency virus type 1

KW - K-means clustering

KW - Cluster analysis

U2 - 10.1016/j.chemolab.2014.04.005

DO - 10.1016/j.chemolab.2014.04.005

M3 - Journal article

SN - 0169-7439

VL - 135

SP - 157

EP - 165

JO - Chemometrics and Intelligent Laboratory Systems

JF - Chemometrics and Intelligent Laboratory Systems

ER -

Replacement based non-linear data reduction in radial basis function networks QSAR modeling

Keywords

UN SDGs

Access to Document

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Cite this