Skip to main content
SpringerLink
Log in

Practical Applications of Computational Biology and Bioinformatics, 16th International Conference (PACBB 2022)

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Florentino Fdez-Riverola

    1. Computer Science Department, Universidad de Vigo, Vigo, Spain

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Miguel Rocha

    1. Campus de Gualtar, Universidade do Minho, Braga, Portugal

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. Mohd Saberi Mohamad

    1. College of Medicine and Health Sciences, United Arab Emirates University, Al Ain, United Arab Emirates

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  4. Simona Caraiman

    1. Gheorghe Asachi Technical University of Iași, Iași, Romania

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  5. Ana Belén Gil-González

    1. Edificio I+D+i, University of Salamanca, Salamanca, Spain

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  • Presents latest research on practical applications of computational biology and bioinformatics
  • Covers results of 16th International Conference on Practical Applications of Computational Biology and Bioinformatics
  • Discusses applications of computational intelligence with an interdisciplinary character

Part of the book series: Lecture Notes in Networks and Systems (LNNS, volume 553)

Included in the following conference series:

Conference proceedings info: PACBB 2022.

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution
eBook USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

Licence this eBook for your library

Institutional subscriptions

Table of contents (10 papers)

  1. Front Matter

    Pages i-xiv
    Download chapter PDF

  2. TooT-BERT-T: A BERT Approach on Discriminating Transport Proteins from Non-transport Proteins

    • Hamed Ghazikhani, Gregory Butler
    Pages 1-11

  3. Machine Learning and Deep Learning Techniques for Epileptic Seizures Prediction: A Brief Review

    • Marco Hernández, Ángel Canal-Alonso, Fernando de la Prieta, Sara Rodríguez, Javier Prieto, Juan Manuel Corchado
    Pages 13-21

  4. The Covid-19 Decision Support System (C19DSS) – A Mobile App

    • Pierpaolo Vittorini, Nicolò Casano, Gaia Sinatti, Silvano Junior Santini, Clara Balsano
    Pages 23-30

  5. Towards a Flexible and Portable Workflow for Analyzing miRNA-Seq Neuropsychiatric Data: An Initial Replicability Assessment

    • Daniel Pérez-Rodríguez, Mateo Pérez-Rodríguez, Roberto C. Agís-Balboa, Hugo López-Fernández
    Pages 31-42

  6. The NAD Interactome, Identification of Putative New NAD-Binding Proteins

    • Sara Duarte-Pereira, Sérgio Matos, José Luís Oliveira, Raquel M. Silva
    Pages 43-54

  7. Multiple Instance Learning Based on Mol2vec Molecular Substructure Embeddings for Discovery of NDM-1 Inhibitors

    • Thomas Papastergiou, Jérôme Azé, Sandra Bringay, Maxime Louet, Pascal Poncelet, Laurent Gavara
    Pages 55-66

  8. Towards Improving Bio-Image Segmentation Quality Through Ensemble Post-processing of Deep Learning and Classical 3D Segmentation Pipelines

    • Anuradha Kar
    Pages 67-78

  9. Exploring Xylella fastidiosa’s Metabolic Traits Using a GSM Model of the Phytopathogenic Bacterium

    • Alexandre Oliveira, Emanuel Cunha, Miguel Silva, Cristiana Faria, Oscar Dias
    Pages 79-88

  10. Genomic Regions with Atypical Concentration of Inverted Repeats

    • Carlos A. C. Bastos, Vera Afreixo, João M. O. S. Rodrigues, Armando J. Pinho
    Pages 89-99

  11. EvoPPI 2: A Web and Local Platform for the Comparison of Protein–Protein Interaction Data from Multiple Sources from the Same and Distinct Species

    • Miguel Reboiro-Jato, Jorge Vieira, Sara Rocha, André D. Sousa, Hugo López-Fernández, Cristina P. Vieira
    Pages 101-110

  12. Back Matter

    Pages 111-112
    Download chapter PDF
Back to top

Other volumes

  1. Practical Applications of Computational Biology and Bioinformatics, 16th International Conference (PACBB 2022)

Keywords

About this book

This book is suitable for researchers and practitioners in biology, medicine and health sciences and bioinformatics. The success of bioinformatics and computational biology in recent years has been driven by research through computational tools and techniques that are essential for data analysis in modern biology and medicine.

Systems biology is a related research area that has been replacing the reductionist view that dominated biology research in the last decades, requiring the coordinated efforts of biological researchers with those related to data analysis, mathematical modelling, computer simulation and optimization. The accumulation and exploitation of large-scale databases prompt new computational technology and for research into these issues. In this context, many widely successful computational models and tools used by biologists in these initiatives, such as clustering and classification methods for gene expression data, are based on computer science/ artificial intelligence (CS/AI) techniques. In fact, these methods have been helping in tasks related to knowledge discovery, modelling and optimization tasks, aiming at the development of computational models so that the response of biological complex systems to any perturbation can be predicted.

This proceedings of the 16th International Conference on Practical Applications of Computational Biology and Bioinformatics (PACBB), held in L’Aquila (Italy) from July 13 to 15, 2022, contains ten original contributions of authors from many different countries (Bahrain, Canada, France, Italy, Portugal, Saudi Arabia, Spain, and UK) and different subfields in bioinformatics and computational biology.

It is also suitable for artificial intelligence researchers interested in exploring applications in biology and health sciences and computational models.



Editors and Affiliations

  • Computer Science Department, Universidad de Vigo, Vigo, Spain

    Florentino Fdez-Riverola

  • Campus de Gualtar, Universidade do Minho, Braga, Portugal

    Miguel Rocha

  • College of Medicine and Health Sciences, United Arab Emirates University, Al Ain, United Arab Emirates

    Mohd Saberi Mohamad

  • Gheorghe Asachi Technical University of Iași, Iași, Romania

    Simona Caraiman

  • Edificio I+D+i, University of Salamanca, Salamanca, Spain

    Ana Belén Gil-González

Bibliographic Information

  • Book Title: Practical Applications of Computational Biology and Bioinformatics, 16th International Conference (PACBB 2022)

  • Editors: Florentino Fdez-Riverola, Miguel Rocha, Mohd Saberi Mohamad, Simona Caraiman, Ana Belén Gil-González

  • Series Title: Lecture Notes in Networks and Systems

  • DOI: https://doi.org/10.1007/978-3-031-17024-9

  • Publisher: Springer Cham

  • eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2023

  • Softcover ISBN: 978-3-031-17023-2Published: 20 October 2022

  • eBook ISBN: 978-3-031-17024-9Published: 19 October 2022

  • Series ISSN: 2367-3370

  • Series E-ISSN: 2367-3389

  • Edition Number: 1

  • Number of Pages: XIV, 112

  • Number of Illustrations: 9 b/w illustrations, 16 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence, Bioinformatics

Publish with us

Policies and ethics

Back to top

Search

Navigation