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Lecture Notes in Bioinformatics

Computational Intelligence Methods for Bioinformatics and Biostatistics

15th International Meeting, CIBB 2018, Caparica, Portugal, September 6–8, 2018, Revised Selected Papers

Editors: Raposo, M., Ribeiro, P., Sério, S., Staiano, A., Ciaramella, A. (Eds.)

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About this book

This book constitutes the thoroughly refereed post-conference proceedings of the 15th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics., CIBB 2018, held in Caparica, Portugal, in September 2018. The 32 revised full papers were carefully reviewed and selected from 51 submissions. The papers present current trends at the edge of computer and life sciences, the application of computational intelligence to a system and synthetic biology and the consequent impact on innovative medicine were presented. Theoretical and experimental biologists also presented novel challenges and fostered multidisciplinary collaboration aiming to blend theory and practice, where the founding theories of the techniques used for modelling and analyzing biological systems are investigated and used for practical applications and the supporting technologies.

Table of contents (31 chapters)

Table of contents (31 chapters)
  • Compressive Sensing and Hierarchical Clustering for Microarray Data with Missing Values

    Pages 3-10

    Ciaramella, Angelo (et al.)

  • Variational Inference in Probabilistic Single-cell RNA-seq Models

    Pages 11-18

    Ferreira, Pedro F. (et al.)

  • Centrality Speeds the Subgraph Isomorphism Search Up in Target Aware Contexts

    Pages 19-26

    Bonnici, Vincenzo (et al.)

  • Structure-Based Antibody Paratope Prediction with 3D Zernike Descriptors and SVM

    Pages 27-49

    Daberdaku, Sebastian

  • Simultaneous Phasing of Multiple Polyploids

    Pages 50-68

    Parida, Laxmi (et al.)

Buy this book

eBook $59.99
price for Mexico
  • ISBN 978-3-030-34585-3
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $79.99
price for Mexico
  • ISBN 978-3-030-34584-6
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Computational Intelligence Methods for Bioinformatics and Biostatistics
Book Subtitle
15th International Meeting, CIBB 2018, Caparica, Portugal, September 6–8, 2018, Revised Selected Papers
Editors
  • Maria Raposo
  • Paulo Ribeiro
  • Susanna Sério
  • Antonino Staiano
  • Angelo Ciaramella
Series Title
Lecture Notes in Bioinformatics
Series Volume
11925
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-34585-3
DOI
10.1007/978-3-030-34585-3
Softcover ISBN
978-3-030-34584-6
Edition Number
1
Number of Pages
XXII, 334
Number of Illustrations
47 b/w illustrations, 111 illustrations in colour
Topics

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