Computational Learning Approaches to Data Analytics in Biomedical Applications

  • Author : Khalid Al-Jabery
  • Publsiher : Academic Press
  • Release : 29 November 2019
  • ISBN : 9780128144831
  • Page : 310 pages
  • Rating : 4/5 from 21 voters

Download or read online book entitled Computational Learning Approaches to Data Analytics in Biomedical Applications written by Khalid Al-Jabery and published by Academic Press. This book was released on 29 November 2019 with total page 310 pages. Available in PDF, EPUB and Kindle. Get best books that you want by click Get Book Button and Read as many books as you like. Book Excerpt : Computational Learning Approaches to Data Analytics in Biomedical Applications provides a unified framework for biomedical data analysis using varied machine learning and statistical techniques. It presents insights on biomedical data processing, innovative clustering algorithms and techniques, and connections between statistical analysis and clustering. The book introduces and discusses the major problems relating to data analytics, provides a review of influential and state-of-the-art learning algorithms for biomedical applications, reviews cluster validity indices and how to select the appropriate index, and includes an overview of statistical methods that can be applied to increase confidence in the clustering framework and analysis of the results obtained. Includes an overview of data analytics in biomedical applications and current challenges Updates on the latest research in supervised learning algorithms and applications, clustering algorithms and cluster validation indices Provides complete coverage of computational and statistical analysis tools for biomedical data analysis Presents hands-on training on the use of Python libraries, MATLAB® tools, WEKA, SAP-HANA and R/Bioconductor

Computational Learning Approaches to Data Analytics in Biomedical Applications

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ISBN: 9780128144831
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Computational Learning Approaches to Data Analytics in Biomedical Applications

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