书目名称 | Mathematical Descriptors of Molecules and Biomolecules | 副标题 | Applications in Chem | 编辑 | Subhash C. Basak | 视频video | | 概述 | Contains the needed background, calculation methods, and proper use of chemodescriptors and biodescriptors in model building with special emphasis on computer-assisted organic synthesis.Provides a com | 丛书名称 | Synthesis Lectures on Mathematics & Statistics | 图书封面 |  | 描述 | .This book provides an up-to-date overview of data driven and evidence-based empirical approaches in the efficient application of chemodescriptors and biodescriptors. Currently there is a steady increase in the use of data analytics and model-based decision support systems in basic and applied research in chemoinformatics, bioinformatics, pharmaceutical drug design, predictive toxicology, and computational biology. Since there are a plethora of modeling methods and a large number of chemodescriptors and biodescriptors available today, robust statistical and machine learning methods are applied throughout. In addition, the development of statistically robust predictive models in rank deficient cases using chemodescrip tors and biodescriptors is discussed. Readers are provided with an up-to-date overview of the theoretical background, calculation methods, and proper use of chemodescriptors and biodescriptors in model building, with special emphasis on computer-assisted organic synthesis, new drug discovery, hazard assessment of chemicals, and computational biology of emerging global pathogens. The book also discusses the applications of alignment-free sequence descriptors (AFSDs) in | 出版日期 | Book 2025 | 关键词 | Mathematical Chemodescriptors; Computed Biodescriptors; Protein Structure Characterization; Chirality D | 版次 | 1 | doi | https://doi.org/10.1007/978-3-031-67841-7 | isbn_softcover | 978-3-031-67843-1 | isbn_ebook | 978-3-031-67841-7Series ISSN 1938-1743 Series E-ISSN 1938-1751 | issn_series | 1938-1743 | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |
The information of publication is updating
|
|