Neural networks in chemistry and drug design /
Saved in:
| Main Author: | |
|---|---|
| Other Authors: | |
| Format: | Book |
| Language: | English |
| Published: |
Weinheim ; Chichester :
Wiley-VCH,
c1999.
|
| Edition: | 2nd ed. |
| Subjects: | |
| Online Access: | Table of contents Publisher description |
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| 040 | |a VS:IWL |b eng | ||
| 050 | 0 | 0 | |a QD39.3.E46 |b Z88 1999 |
| 082 | 0 | 4 | |a 006.32 |2 21 |
| 100 | 1 | |a Zupan, Jure. | |
| 245 | 1 | 0 | |a Neural networks in chemistry and drug design / |c Jure Zupan and Johann Gasteiger. |
| 250 | |a 2nd ed. | ||
| 260 | |a Weinheim ; |a Chichester : |b Wiley-VCH, |c c1999. | ||
| 300 | |a xxii, 380 p. : |b ill. (some col.) ; |c 28 cm. | ||
| 500 | |a Rev. ed. of: Neural networks for chemists. c1993. | ||
| 504 | |a Includes bibliographical references and index. | ||
| 505 | 0 | 0 | |a Machine derived contents note: Basic Concepts. -- Defining the Area. -- Neuron. -- Linking Neurons into Networks. -- One-Layer Networks. -- Hopfield Network. -- Adaptive Bidirectional Associative Memory (ABAM). -- Kohonen Network. -- Multilayer Networks. -- Counter-Propagation. -- Back-Propagation of Errors. -- Applications. -- General Comments on Chemical Applications. -- Clustering of Multi-Component Analytical Data for Olive Oils. -- The Reactivity of Chemical Bonds and the Classification of Chemical Reactions. -- HPLC Optimization of Wine Analysis. -- Quantitative Structure-Activity Relationships. -- The Electrophilic Aromatic Substitution Reaction. -- Modeling and Optimizing a Recipe for a Paint Coating. -- Fault Detection and Process Control. -- Secondary Structure of Proteins. -- Infrared Spectrum-Structure Correlation. -- Properties of Molecular Surfaces. -- Libraries of Chemical Compounds. -- Representation of Chemical Structures. -- Prospects of Neural Networks for Chemical Applications. -- Appendices. |
| 650 | 0 | |a Chemistry |x Data processing. | |
| 650 | 0 | |a Neural networks (Computer science) | |
| 650 | 0 | |a Drugs |x Design. | |
| 700 | 1 | |a Gasteiger, J. |q (Johann) | |
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| 856 | 4 | 1 | |3 Table of contents |u http://www.loc.gov/catdir/toc/wiley021/00269483.html |
| 856 | 4 | 2 | |3 Publisher description |u http://www.loc.gov/catdir/description/wiley033/00269483.html |
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