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Chemoinformatics: Theory, Practice, & Products
Chemoinformatics: Theory, Practice & Products covers theory, commercially available packages and applications of Chemoinformatics. Chemoinformatics is broadly defined as the use of information technology to assist in the acquisition, analysis and management of data and information relating to ch...
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , , , |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Dordrecht :
Springer Netherlands : Imprint: Springer,
2007.
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| Edición: | 1st ed. 2007. |
| Temas: | |
| Acceso en línea: | Texto Completo |
Tabla de Contenidos:
- Theory section: Chemoinformatics theory. Chemoinformatics - what is it? Chemo- versus bio-informatics. Scientific origins. Fundamental concepts. Molecular descriptors and chemical spaces. Chemical spaces and molecular similarity
- Molecular similarity, dissimilarity, and diversity. Modification and simplification of chemical spaces. Compound classification and selection. Cluster analysis. Partitioning. Support vector machines. Similarity searching. Structural queries and graphs. Pharmacophores. Fingerprints. Machine learning methods. Genetic algorithms. Neural networks. Library design. Diverse libraries. Diversity estimation. Multi-objective design. Focused libraries. Quantitative structure-activity relationship analysis. Model building. Model evaluation. 3D-QSAR
- 4D-QSAR. Probabilistic methods. Virtual screening and compound filtering. Biologically active compounds. Virtual and high-throughput screening. Filter functions. From theory to practice. Database design. Compound selection for medicinal chemistry. Computational hit identification
- Practice and products sections: Accelrys. ACD Labs. Barnard Chemical Information Ltd. BioByte. CambridgeSoft. CAS/Scifinder. ChemAxon. Chemical Computing Group Inc. ChemInnovation Software, Inc. ChemNavigator. Chimera-Dock from UCSF. Collaborative Drug Discovery. Daylight. Eidogen-Sertanty (previously Libraria). Fujitsu Biosciences Group (previously Cache). Genego. GVK-Bio. Hypercube. IDBS. Infochem. Jubilant. Leadscope. MDL. Milano Chemometrics and QSAR Research Group. Molecular Discovery. Molecular Networks. Open Eye Scientific Software. Planaria-Software. PubChem. PyMol. RasMol and Protein Explore. Schrödinger, LLC. Scinova Technologies. Scitegic. Simulation Plus, Inc. Spotfire.-Summit PK. Symyx. TimTec. Tripos.