Clustering in bioinformatics and drug discovery [electronic resource] :

• 作者： MacCuish, John D.
• 其他作者：
  • MacCuish, Norah E.
• 其他題名：
  • Chapman & Hall/CRC mathematical and computational biology series (Unnumbered)
• 出版： Boca Raton, FL : CRC Press
• 叢書名： Chapman & Hall/CRC mathematical and computational biology series
• 主題： Bioinformatics--Mathematics. , Drug development , Cluster analysis , Computational Biology , Cluster analysis , Drug Discovery--methods. , Computational Biology , Electronic books.
• ISBN： 9781439816790 (electronic bk.) 、 1439816794 (electronic bk.) 、 9781439816783 (hardcover : alk. paper) 、 1439816786 (hardcover : alk. paper)
• FIND@SFXID: CGU
• 資料類型: 電子書
• 內容註: Includes bibliographical references and index. (Publisher-supplied data) Introduction -- Data -- Clustering Forms -- Partitional Algorithms -- Cluster Sampling Algorithms - Hierarchical Algorithms -- Hybrid Algorithms -- Asymmetry -- Ambiguity -- Validation -- Large Scale and Parallel Algorithms.
• More
• 摘要註: "This book presents an introduction to cluster analysis and algorithms in the context of drug discovery clustering applications. It provides the key to understanding applications in clustering large combinatorial libraries (in the millions of compounds) for compound acquisition, HTS results, 3D lead hopping, gene expression for toxicity studies, and protein reaction data. Bringing together common and emerging methods, the text covers topics peculiar to drug discovery data, such as asymmetric measures and asymmetric clustering algorithms as well as clustering ambiguity and its relation to fuzzy clustering and overlapping clustering algorithms"--Provided by publisher.
• 讀者標籤：

  需登入
• 引用連結：

  Copy Link
• 目前引用數
• Share: