Comparison between Neural Networks (NN) and Principal Component Analysis (PCA):  Structure Activity Relationships of 1,4-Dihydropyridine Calcium Channel Antagonists (Nifedipine Analogues)

Calcium Channel ◽

Principal Component ◽

Component Analysis ◽

Structure Activity ◽

Nifedipine Analogues

Comparison Between Neutral Networks (NN) and Principal Component Analysis (PCA): Structure—Activity Relationships of 1,4-Dihydropyridine Calcium Channel Antagonists (Nifedipine Analogues).

ChemInform ◽

10.1002/chin.200321209 ◽

2003 ◽

Vol 34 (21) ◽

Author(s):

Yuji Takahata ◽

Maria Cristina Andreazza Costa ◽

Anderson Coser Gaudio

Keyword(s):

Calcium Channel ◽

Principal Component ◽

Component Analysis ◽

Neutral Networks ◽

Structure Activity ◽

Nifedipine Analogues

Application of principal component analysis to the study of quantitative structure-activity relationships by means of multiple regression analysis.

Chemical and Pharmaceutical Bulletin ◽

10.1248/cpb.33.1488 ◽

1985 ◽

Vol 33 (4) ◽

pp. 1488-1495 ◽

Cited By ~ 8

Author(s):

TANEKAZU KUBOTA ◽

JIRO HANAMURA ◽

KENJI KANO ◽

BUNJI UNO

Keyword(s):

Regression Analysis ◽

Multiple Regression Analysis ◽

Multiple Regression ◽

Principal Component ◽

Component Analysis ◽

Quantitative Structure ◽

Quantitative Structure Activity Relationships

Structure Activity ◽

Structure–activity relationship (SAR) of substituted 17α-acetoxyprogesterones studied with principal component analysis and neural networks using calculated physicochemical parameters

Journal of Molecular Structure THEOCHEM ◽

10.1016/s0166-1280(99)00039-1 ◽

1999 ◽

Vol 489 (1) ◽

pp. 55-66 ◽

Cited By ~ 3

Author(s):

R Vendrame ◽

Y Takahata

Keyword(s):

Neural Networks ◽

Physicochemical Parameters ◽

Principal Component ◽

Component Analysis ◽

Structure Activity Relationship ◽

Activity Relationship ◽

Structure Activity

Structure activity relationships using molecular connectivity indices with principal component analysis

Chemosphere ◽

10.1016/0045-6535(83)90243-6 ◽

1983 ◽

Vol 12 (7-8) ◽

pp. 935-943 ◽

Cited By ~ 14

Author(s):

Lawrence P. Burkhard ◽

Anders W. Andren ◽

David E. Armstrong

Keyword(s):

Principal Component ◽

Component Analysis ◽

Molecular Connectivity ◽

Molecular Connectivity Indices ◽

Structure Activity ◽

Connectivity Indices

Use of principal component analysis and cluster analysis in quantitative structure-activity relationships: A comparative study

Chemometrics and Intelligent Laboratory Systems ◽

10.1016/0169-7439(94)00018-2 ◽

1994 ◽

Vol 24 (2) ◽

pp. 169-176 ◽

Cited By ~ 5

Author(s):

Y. Darwish ◽

T. Cserháti ◽

E. Forgács

Keyword(s):

Cluster Analysis ◽

Comparative Study ◽

Principal Component ◽

Component Analysis ◽

Quantitative Structure ◽

Structure Activity ◽

Quantitative Structure Activity Relationships ◽

And Cluster Analysis

Recommendations for Reporting the Results of Principal Component Analysis in the Field of Quantitative Structure Activity Relationships

Quantitative Structure-Activity Relationships ◽

10.1002/qsar.19910100109 ◽

1991 ◽

Vol 10 (1) ◽

pp. 52-53 ◽

Cited By ~ 1

Keyword(s):

Principal Component ◽

Component Analysis ◽

Quantitative Structure ◽

Quantitative Structure Activity Relationships

Structure Activity ◽

Quantitative Structure-Activity Relationships for 1,4-Dihydropyridine Calcium Channel Antagonists (Nifedipine Analogues): A Quantum ChemicalKlassical Approach

Journal of Pharmaceutical Sciences ◽

10.1002/jps.2600830809 ◽

1994 ◽

Vol 83 (8) ◽

pp. 1110-1115 ◽

Cited By ~ 110

Author(s):

Anderson Coser Gaudio ◽

Andrejus Korolkovas ◽

Yuji Takahata

Keyword(s):

Calcium Channel ◽

Quantitative Structure ◽

Structure Activity ◽

Quantitative Structure Activity Relationships ◽

Nifedipine Analogues

New Advances in the Field of Calcium Channel Antagonists: Cardiovascular Effects and Structure-Activity Relationships

Current Medicinal Chemistry - Cardiovascular & Hematological Agents ◽

10.2174/1568016033477487 ◽

2003 ◽

Vol 1 (2) ◽

pp. 113-141 ◽

Cited By ~ 20

Author(s):

M. Romero ◽

I. Sanchez ◽

M. Pujol

Keyword(s):

Calcium Channel ◽

Cardiovascular Effects ◽

Structure Activity

Descriptive screening and lexicon development of non‐aged artisanal cachaça sensorial profile using principal component analysis and Kohonen artificial neural networks

Journal of Sensory Studies ◽

10.1111/joss.12645 ◽

2021 ◽

Author(s):

Daniela Caetano ◽

Clara M. G. Lima ◽

Ananda L. Sanson ◽

Débora F. Silva ◽

Guilherme Souza Hassemer ◽

...

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Principal Component ◽

Component Analysis ◽

Artificial Neural

2020 27th National and 5th International Iranian Conference on Biomedical Engineering (ICBME) ◽

Comparison of 2D and 3D Gait Kinematics in Gender Classification Using Principal Component Analysis and Convolutional Neural Networks

10.1109/icbme51989.2020.9319442 ◽

2020 ◽

Author(s):

Mohadese Jafarian ◽

Faraz Lotfi ◽

Maryam Majdolhosseini ◽

Ahmad Reza Arshi

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Principal Component ◽

Component Analysis ◽

Gender Classification ◽

Gait Kinematics ◽

2D And 3D