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© 2020

Computational Intelligence Methods for Bioinformatics and Biostatistics

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

  • Maria Raposo
  • Paulo Ribeiro
  • Susana Sério
  • Antonino Staiano
  • Angelo Ciaramella
Conference proceedings CIBB 2018

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11925)

Also part of the Lecture Notes in Bioinformatics book sub series (LNBI, volume 11925)

Table of contents

  1. Front Matter
    Pages i-xxii
  2. Computational Intelligence Methods for Bioinformatics and Biostatistics

    1. Front Matter
      Pages 1-1
    2. Angelo Ciaramella, Davide Nardone, Antonino Staiano
      Pages 3-10
    3. Pedro F. Ferreira, Alexandra M. Carvalho, Susana Vinga
      Pages 11-18
    4. Vincenzo Bonnici, Simone Caligola, Antonino Aparo, Rosalba Giugno
      Pages 19-26
    5. Laxmi Parida, Filippo Utro
      Pages 50-68
    6. Vanessa D’Amario, Gabriele Arnulfo, Lino Nobili, Annalisa Barla
      Pages 69-79
    7. Marco Frasca, Maryam Sepehri, Alessandro Petrini, Giuliano Grossi, Giorgio Valentini
      Pages 80-87
    8. Cheick Tidiane Ba, Elena Casiraghi, Marco Frasca, Jessica Gliozzo, Giuliano Grossi, Marco Mesiti et al.
      Pages 88-98
    9. Hassan Pazira
      Pages 99-106
    10. Antonino Fiannaca, Laura La Paglia, Massimo La Rosa, Giosué Lo Bosco, Riccardo Rizzo, Alfonso Urso
      Pages 107-117
    11. Domenico Amato, Mattia Antonino Di Gangi, Giosuè Lo Bosco, Riccardo Rizzo
      Pages 118-127
  3. Modeling and Simulation Methods in System Biology

    1. Front Matter
      Pages 129-129
    2. Vera Djordjilović, Monica Chiogna, Chiara Romualdi, Elisa Salviato
      Pages 131-138
    3. Ahmad Husein Alkaff, Mutiara Saragih, Mochammad Arfin Fardiansyah Nasution, Usman Sumo Friend Tambunan
      Pages 153-165
    4. Mochammad Arfin Fardiansyah Nasution, Ahmad Husein Alkaff, Ilmi Fadhilah Rizki, Ridla Bakri, Usman Sumo Friend Tambunan
      Pages 166-178
    5. Chiara Damiani, Dario Pescini, Marco S. Nobile
      Pages 179-186
    6. Niccolò Totis, Andrea Tagherloni, Marco Beccuti, Paolo Cazzaniga, Marco S. Nobile, Daniela Besozzi et al.
      Pages 187-202

About these proceedings

Introduction

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.

Keywords

artificial intelligence artificial systems bayesian networks classification computing methodologies cross-validation design and analysis of algorithms dimensionality reduction genes machine learning mathematics of computing multivariate statistics. neural networks principal component analysis probability probability and statistics semantics simulation support systems simulation types and techniques theory of computation

Editors and affiliations

  1. 1.Universidade Nova de LisboaCaparicaPortugal
  2. 2.Universidade Nova de LisboaCaparicaPortugal
  3. 3.University of LisbonCaparicaPortugal
  4. 4.University of NapoliNaplesItaly
  5. 5.University of Naples Federico IINaplesItaly

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
    Susana Sério
    Antonino Staiano
    Angelo Ciaramella
  • Series Title Lecture Notes in Computer Science
  • Series Abbreviated Title Lect.Notes Computer
  • DOI https://doi.org/10.1007/978-3-030-34585-3
  • Copyright Information Springer Nature Switzerland AG 2020
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science Computer Science (R0)
  • Softcover ISBN 978-3-030-34584-6
  • eBook ISBN 978-3-030-34585-3
  • Series ISSN 0302-9743
  • Series E-ISSN 1611-3349
  • Edition Number 1
  • Number of Pages XXII, 334
  • Number of Illustrations 47 b/w illustrations, 111 illustrations in colour
  • Topics Computational Biology/Bioinformatics
    Artificial Intelligence
    Mathematics of Computing
  • Buy this book on publisher's site