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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
  4. Computational Models in Health Informatics and Medicine

    1. Front Matter
      Pages 203-203
    2. Angela Serra, Antonio della Pietra, Marcus Herdener, Roberto Tagliaferri, Fabrizio Esposito
      Pages 205-211
    3. Razvan Kusztos, Giovanna Maria Dimitri, Pietro Lió
      Pages 212-226
    4. Fabrizio Frasca, Matteo Matteucci, Marco J. Morelli, Marco Masseroli
      Pages 227-238
    5. Hugo F. M. C. Martiniano, Muhammad Asif, Astrid Moura Vicente, Luís Correia
      Pages 239-248
    6. Arif Canakoglu, Luca Nanni, Artur Sokolovsky, Stefano Ceri
      Pages 249-261
    7. Casimiro A. Curbelo Montañez, Paul Fergus, Carl Chalmers, Jade Hind
      Pages 262-276
    8. Marta Lovino, Gianvito Urgese, Enrico Macii, Santa di Cataldo, Elisa Ficarra
      Pages 277-284
    9. João Villa-Brito, Marta B. Lopes, Alexandra M. Carvalho, Susana Vinga
      Pages 285-292
  5. Engineering Bio-Interfaces and Rudimentary Cells as a Way to Develop Synthetic Biology

    1. Front Matter
      Pages 293-293
    2. Filipa Pires, Bárbara Rodrigues, Gonçalo Magalhães-Mota, Paulo A. Ribeiro, Maria Raposo
      Pages 295-302
    3. Thais P. Pivetta, Filipa Pires, Maria Raposo
      Pages 303-308
    4. Sara Pereira, Érica Pinto, Paulo António Ribeiro, Susana Sério
      Pages 309-318
    5. Joao Pereira-da-Silva, Paulo M. Zagalo, Goncalo Magalhães-Mota, Paulo A. Ribeiro, Maria Raposo
      Pages 319-325
    6. Gonçalo Magalhães-Mota, Filipa Pires, Paulo A. Ribeiro, Maria Raposo
      Pages 326-332
  6. Maria Raposo, Paulo Ribeiro, Susana Sério, Antonino Staiano, Angelo Ciaramella
    Pages C1-C1
  7. Back Matter
    Pages 333-334

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

  • 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
  • Print ISBN 978-3-030-34584-6
  • Online ISBN 978-3-030-34585-3
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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Pharma
Biotechnology