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  • Conference proceedings
  • © 2020

Brain Informatics

13th International Conference, BI 2020, Padua, Italy, September 19, 2020, Proceedings

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12241)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Conference series link(s): BI: International Conference on Brain Informatics

Conference proceedings info: BI 2020.

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  • ISBN: 978-3-030-59277-6
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Table of contents (33 papers)

  1. Front Matter

    Pages I-XIV
  2. Cognitive and Computational Foundations of Brain Science

    1. Front Matter

      Pages 1-1
    2. An Adaptive Computational Fear-Avoidance Model Applied to Genito-Pelvic Pain/Penetration Disorder

      • Sophie van’t Hof, Arja Rydin, Jan Treur, Paul Enzlin
      Pages 3-15
    3. Are We Producing Narci-nials? An Adaptive Agent Model for Parental Influence

      • Fakhra Jabeen, Charlotte Gerritsen, Jan Treur
      Pages 16-28
    4. A Systematic Assessment of Feature Extraction Methods for Robust Prediction of Neuropsychological Scores from Functional Connectivity Data

      • Federico Calesella, Alberto Testolin, Michele De Filippo De Grazia, Marco Zorzi
      Pages 29-40
  3. Investigations of Human Information Processing Systems

    1. Front Matter

      Pages 63-63
    2. 3D DenseNet Ensemble in 4-Way Classification of Alzheimer’s Disease

      • Juan Ruiz, Mufti Mahmud, Md Modasshir, M. Shamim Kaiser, for the Alzheimer’s Disease Neuroimaging Initiative
      Pages 85-96
    3. Dynamic Functional Connectivity Captures Individuals’ Unique Brain Signatures

      • Rohan Gandhi, Arun Garimella, Petri Toiviainen, Vinoo Alluri
      Pages 97-106
    4. Differential Effects of Trait Empathy on Functional Network Centrality

      • Vishnu Moorthigari, Emily Carlson, Petri Toiviainen, Elvira Brattico, Vinoo Alluri
      Pages 107-117
    5. Segmentation of Brain Tumor Tissues in Multi-channel MRI Using Convolutional Neural Networks

      • C. Naveena, S. Poornachandra, V. N. Manjunath Aradhya
      Pages 128-137
  4. Brain Big Data Analytics, Curation and Management

    1. Front Matter

      Pages 139-139
    2. Resolving Neuroscience Questions Using Ontologies and Templates

      • Aref Eshghishargh, Kathleen Gray, Scott C. Kolbe
      Pages 141-150
    3. Automatic Detection of Epileptic Waves in Electroencephalograms Using Bag of Visual Words and Machine Learning

      • Marlen Sofía Muñoz, Camilo Ernesto Sarmiento Torres, Diego M. López, Ricardo Salazar-Cabrera, Rubiel Vargas-Cañas
      Pages 163-172
    4. UPDRS Label Assignment by Analyzing Accelerometer Sensor Data Collected from Conventional Smartphones

      • Md. Sakibur Rahman Sajal, Md. Tanvir Ehsan, Ravi Vaidyanathan, Shouyan Wang, Tipu Aziz, Khondaker A. Mamun
      Pages 173-182

Other Volumes

  1. Brain Informatics

    13th International Conference, BI 2020, Padua, Italy, September 19, 2020, Proceedings

About this book

This book constitutes the refereed proceedings of the 13th International Conference on Brain Informatics, BI 2020, held in Padua, Italy, in September 2020. The conference was held virtually due to the COVID-19 pandemic.

The 33 full papers were carefully reviewed and selected from 57 submissions. The papers are organized in the following topical sections: cognitive and computational foundations of brain science; investigations of human information processing systems; brain big data analytics, curation and management; informatics paradigms for brain and mental health research; and brain-machine intelligence and brain-inspired computing.

Keywords

  • artificial intelligence
  • brain computer interface
  • cognitive systems
  • computer networks
  • computer vision
  • face recognition
  • hci
  • human-computer interaction
  • image processing
  • machine learning
  • network protocols
  • neural networks
  • pattern recognition
  • sensors
  • signal processing
  • user interfaces

Editors and Affiliations

  • Nottingham Trent University, Nottingham, UK

    Mufti Mahmud

  • University of Padua, Padua, Italy

    Stefano Vassanelli

  • Jahangirnagar University, Dhaka, Bangladesh

    M. Shamim Kaiser

  • Maebashi Institute of Technology, Maebashi, Japan

    Ning Zhong

Bibliographic Information

Buying options

eBook USD 79.99
Price excludes VAT (USA)
  • ISBN: 978-3-030-59277-6
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 99.99
Price excludes VAT (USA)