TY  - BOOK
AU  - Dehmer,Matthias
AU  - Varmuza,Kurt
AU  - Bonchev,Danail
ED  - Wiley InterScience (Online service)
TI  - Statistical modelling of molecular descriptors in QSAR/QSPR
T2  - Quantitative and network biology
SN  - 9783527645121
AV  - QH324.2 .S73 2012
U1  - 572.80285 23
PY  - 2012///
CY  - Weinheim, [Chichester]
PB  - Wiley-VCH, [John Wiley, distributor]
KW  - Bioinformatics
KW  - Molecules
KW  - Models
KW  - Computer simulation
KW  - fast
KW  - Electronic books
KW  - local
N1  - Includes bibliographical references and index; Front Matter -- Current Modeling Methods Used in QSAR/QSPR / Liew Chin Yee, Yap Chun Wei -- Developing Best Practices for Descriptor-Based Property Prediction: Appropriate Matching of Datasets, Descriptors, Methods, and Expectations / Michael Krein, Tao-Wei Huang, Lisa Morkowchuk, Dimitris K Agrafiotis, Curt M Breneman -- Mold Molecular Descriptors for QSAR / Huixiao Hong, Svetoslav Slavov, Weigong Ge, Feng Qian, Zhenqiang Su, Hong Fang, Yiyu Cheng, Roger Perkins, Leming Shi, Weida Tong -- Multivariate Analysis of Molecular Descriptors / Viviana Consonni, Roberto Todeschini -- Partial-Order Ranking and Linear Modeling: Their Use in Predictive QSAR/QSPR Studies / Andrew G Mercader, Eduardo A Castro -- Graph-Theoretical Descriptors for Branched Polymers / Koh-Hei Nitta -- Structural-Similarity-Based Approaches for the Development of Clustering and QSPR/QSAR Models in Chemical Databases / Irene Luque Ruiz, Gonzalo Cerruela Garcia, Miguel Angel G̤mez-Nieto -- Statistical Methods for Predicting Compound Recovery Rates for Ligand-Based Virtual Screening and Assessing the Probability of Activity / Martin Vogt, Jurgen Bajorath -- Molecular Descriptors and the Electronic Structure / B̲gel Horst -- New Types of Descriptors and Models in QSAR/QSPR / Christian Kramer, Timothy Clark -- Consensus Models of Activity Landscapes / Još L Medina-Franco, Austin B Yongye, Fabian L̤pez-Vallejo -- Reverse Engineering Chemical Reaction Networks from Time Series Data / Dominic P Searson, Mark J Willis, Allen Wright -- Reduction of Dimensionality, Order, and Classification in Spaces of Theoretical Descriptions of Molecules: An Approach Based on Metrics, Pattern Recognition Techniques, and Graph Theoretic Considerations / George Maroulis -- The Analysis of Organic Reaction Pathways by Brownian Processing / Daniel J Graham -- Generation of Chemical Transformations: Reaction Pathways Prediction and Synthesis Design / Grazna Nowak, Grzegorz Fic -- Index; btbi
UR  - http://dx.doi.org/10.1002/9783527645121
ER  -