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Computational methods with applications in bioinformatics analysis [electronic resource]

  • 其他作者:
  • 其他題名:
    • Advanced series in electrical and computer engineering ;
  • 出版: Singapore : World Scientific
  • 版本:1st ed.
  • 叢書名: Advanced series in electrical and computer engineering ;v. 20
  • 主題: Bioinformatics--Mathematics. , Computational biology. , Electronic books.
  • ISBN: 9789813207981 (electronic bk.)
  • FIND@SFXID: CGU
  • 資料類型: 電子書
  • 內容註: Includes bibliographical references and index. Title from World Scientific website.
  • 摘要註: "This compendium contains 10 chapters written by world renowned researchers with expertise in semantic computing, genome sequence analysis, biomolecular interaction, time-series microarray analysis, and machine learning algorithms. The salient feature of this book is that it highlights eight types of computational techniques to tackle different biomedical applications. These techniques include unsupervised learning algorithms, principal component analysis, fuzzy integral, graph-based ensemble clustering method, semantic analysis, interolog approach, molecular simulations and enzyme kinetics. The unique volume will be a useful reference material and an inspirational read for advanced undergraduate and graduate students, computer scientists, computational biologists, bioinformatics and biomedical professionals."--Publisher's website.
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  • 系統號: 005453419 | 機讀編目格式
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