Neural Networks in QSAR and Drug Design
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Published By Elsevier

9780122138157

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Preface

Neural Networks in QSAR and Drug Design ◽

10.1016/b978-012213815-7/50001-7 ◽

1996 ◽

pp. xi

Author(s):

James Devillers

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Use of a Backpropagation Neural Network and Auto-correlation Descriptors for Predicting the Biodegradation of Organic Chemicals

Neural Networks in QSAR and Drug Design ◽

10.1016/b978-012213815-7/50004-2 ◽

1996 ◽

pp. 65-82 ◽

Author(s):

J. Devillers ◽

D. Domine ◽

R.S. Boethling

Keyword(s):

Neural Network ◽

Organic Chemicals ◽

Backpropagation Neural Network ◽

Auto Correlation

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Quantitative Structure-Activity Relationships of Nicotinic Agonists

Neural Networks in QSAR and Drug Design ◽

10.1016/b978-012213815-7/50009-1 ◽

1996 ◽

pp. 177-208 ◽

Author(s):

D.T. Manallack ◽

T. Gallagher ◽

D.J. Livingstone

Keyword(s):

Quantitative Structure ◽

Structure Activity Relationships ◽

Structure Activity ◽

Nicotinic Agonists ◽

Quantitative Structure Activity Relationships

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Index

Neural Networks in QSAR and Drug Design ◽

10.1016/b978-012213815-7/50013-3 ◽

1996 ◽

pp. 281-284

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Evaluation of Molecular Surface Properties Using a Kohonen Neural Network

Neural Networks in QSAR and Drug Design ◽

10.1016/b978-012213815-7/50010-8 ◽

1996 ◽

pp. 209-XII ◽

Author(s):

S. Anzali ◽

G. Barnickel ◽

M. Krug ◽

J. Sadowski ◽

M. Wagener ◽

...

Keyword(s):

Neural Network ◽

Surface Properties ◽

Molecular Surface ◽

Kohonen Neural Network

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Strengths and Weaknesses of the Backpropagation Neural Network in QSAR and QSPR Studies

Neural Networks in QSAR and Drug Design ◽

10.1016/b978-012213815-7/50002-9 ◽

1996 ◽

pp. 1-46 ◽

Author(s):

J. Devillers

Keyword(s):

Neural Network ◽

Backpropagation Neural Network

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Adaptive Resonance Theory Based Neural Networks Explored for Pattern Recognition Analysis of QSAR data

Neural Networks in QSAR and Drug Design ◽

10.1016/b978-012213815-7/50007-8 ◽

1996 ◽

pp. 119-156 ◽

Author(s):

D. Wienke ◽

D. Domine ◽

L Buydens ◽

J. Devillers

Keyword(s):

Neural Networks ◽

Pattern Recognition ◽

Adaptive Resonance Theory ◽

Resonance Theory ◽

Adaptive Resonance ◽

Pattern Recognition Analysis

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AUTOLOGP Versus Neural Network Estimation of n-Octanol/Water Partition Coefficients

Neural Networks in QSAR and Drug Design ◽

10.1016/b978-012213815-7/50003-0 ◽

1996 ◽

pp. 47-63 ◽

Author(s):

D. Domine ◽

J. Devillers ◽

W. Karcher

Keyword(s):

Neural Network ◽

Partition Coefficients ◽

Network Estimation

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Contributors

Neural Networks in QSAR and Drug Design ◽

10.1016/b978-012213815-7/50000-5 ◽

1996 ◽

pp. ix-x

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Combining Fuzzy Clustering and Neural Networks to Predict Protein Structural Classes

Neural Networks in QSAR and Drug Design ◽

10.1016/b978-012213815-7/50012-1 ◽

1996 ◽

pp. 255-279 ◽

Author(s):

G.M. Maggiora ◽

C.T. Zhang ◽

K.C. Chou ◽

D.W. Elrod

Keyword(s):

Neural Networks ◽

Fuzzy Clustering ◽

Structural Classes

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