Advances in Intelligent Systems and Computing

10th International Conference on Practical Applications of Computational Biology & Bioinformatics

Editors: Mohamad, M.S., Rocha, M., Fdez-Riverola, F., Domínguez Mayo, F.J., De Paz, J.F. (Eds.)

Free Preview
  • Latest research on Practical Applications of Computational Biology & Bioinformatics
  • Results of the 10th International Conference on Practical Applications of Computational Biology & Bioinformatics held held in Sevilla, Spain, from 1st to 3rd June 2016
  • Discusses applications of Computational Intelligence with an interdisciplinary character, exploring the interactions between, Bioinformatics, Chemoinformatics and Systems Biology
see more benefits

Buy this book

eBook $169.00
price for USA in USD (gross)
  • ISBN 978-3-319-40126-3
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $219.99
price for USA in USD
  • ISBN 978-3-319-40125-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

Biological and biomedical research are increasingly driven by experimental techniques that challenge our ability to analyse, process and extract meaningful knowledge from the underlying data. The impressive capabilities of next generation sequencing technologies, together with novel and ever evolving distinct types of omics data technologies, have put an increasingly complex set of challenges for the growing fields of Bioinformatics and Computational Biology. The analysis of the datasets produced and their integration call for new algorithms and approaches from fields such as Databases, Statistics, Data Mining, Machine Learning, Optimization, Computer Science and Artificial Intelligence. Clearly, Biology is more and more a science of information requiring tools from the computational sciences. In the last few years, we have seen the surge of a new generation of interdisciplinary scientists that have a strong background in the biological and computational sciences. In this context, the interaction of researchers from different scientific fields is, more than ever, of foremost importance boosting the research efforts in the field and contributing to the education of a new generation of Bioinformatics scientists. PACBB‘16 hopes to contribute to this effort promoting this fruitful interaction. PACBB'16 technical program included 21 papers spanning many different sub-fields in Bioinformatics and Computational Biology. Therefore, the conference will certainly promote the interaction of scientists from diverse research groups and with a distinct background (computer scientists, mathematicians, biologists). The scientific content will certainly be challenging and will promote the improvement of the work being developed by each of the participants.

Table of contents (22 chapters)

Table of contents (22 chapters)
  • Intelligent Systems for Predictive Modelling in Cheminformatics: QSPR Models for Material Design Using Machine Learning and Visual Analytics Tools

    Cravero, F. (et al.)

    Pages 3-11

  • Virtual Screening: A Challenge for Deep Learning

    Pérez-Sianes, Javier (et al.)

    Pages 13-22

  • A Primary Study on Application of Artificial Neural Network in Classification of Pediatric Fracture Healing Time of the Lower Limb

    Malek, Sorayya (et al.)

    Pages 23-30

  • Visual Exploratory Assessment of Class C GPCR Extracellular Domains Discrimination Capabilities

    Cárdenas, Martha I. (et al.)

    Pages 31-39

  • Development of a Machine Learning Framework for Biomedical Text Mining

    Rodrigues, Ruben (et al.)

    Pages 41-49

Buy this book

eBook $169.00
price for USA in USD (gross)
  • ISBN 978-3-319-40126-3
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $219.99
price for USA in USD
  • ISBN 978-3-319-40125-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
10th International Conference on Practical Applications of Computational Biology & Bioinformatics
Editors
  • Mohd Saberi Mohamad
  • Miguel Rocha
  • Florentino Fdez-Riverola
  • Francisco J. Domínguez Mayo
  • Juan F. De Paz
Series Title
Advances in Intelligent Systems and Computing
Series Volume
477
Copyright
2016
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-40126-3
DOI
10.1007/978-3-319-40126-3
Softcover ISBN
978-3-319-40125-6
Series ISSN
2194-5357
Edition Number
1
Number of Pages
XV, 224
Number of Illustrations
60 b/w illustrations
Topics