Skip to main content
SpringerLink
Log in
SpringerLink
Log in

Advances in Computational Intelligence

16th International Work-Conference on Artificial Neural Networks, IWANN 2021, Virtual Event, June 16–18, 2021, Proceedings, Part I

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Ignacio Rojas

    1. University of Granada, Granada, Spain

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Gonzalo Joya

    1. University of Málaga, Málaga, Spain

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. Andreu Català

    1. Technical University of Catalonia, Barcelona, Spain

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12861)

Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)

Included in the following conference series:

Conference proceedings info: IWANN 2021.

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 (51 papers)

  1. Front Matter

    Pages i-xxii
    Download chapter PDF

  2. Information Fusion in Deep Learning for Biomedicine

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Deep Learning for the Detection of Frames of Interest in Fetal Heart Assessment from First Trimester Ultrasound

      • Ruxandra Stoean, Dominic Iliescu, Catalin Stoean, Vlad Ilie, Ciprian Patru, Mircea Hotoleanu et al.
      Pages 3-14

    3. Deep Learning Based Neural Network for Six-Class-Classification of Alzheimer’s Disease Stages Based on MRI Images

      • Tim Rörup, I. Rojas, H. Pomares, P. Glösekötter
      Pages 15-23

    4. Detection of Tumor Morphology Mentions in Clinical Reports in Spanish Using Transformers

      • Guillermo López-García, José M. Jerez, Nuria Ribelles, Emilio Alba, Francisco J. Veredas
      Pages 24-35

    5. Enforcing Morphological Information in Fully Convolutional Networks to Improve Cell Instance Segmentation in Fluorescence Microscopy Images

      • Willard Zamora-Cárdenas, Mauro Mendez, Saul Calderon-Ramirez, Martin Vargas, Gerardo Monge, Steve Quiros et al.
      Pages 36-46

  3. Intelligent Computing Solutions for SARS-CoV-2 Covid-19 (INClutions COVID-19)

    1. Front Matter

      Pages 47-47
      Download chapter PDF

    2. A Bayesian Classifier Combination Methodology for Early Detection of Endotracheal Obstruction of COVID-19 Patients in ICU

      • Francisco J. Suárez-Díaz, Juan L. Navarro-Mesa, Antonio G. Ravelo-García, Pablo Fernández-López, Carmen Paz Suárez-Araujo, Guillermo Pérez-Acosta et al.
      Pages 49-60

    3. Toward an Intelligent Computing Solution for Endotracheal Obstruction Prediction in COVID-19 Patients in ICU

      • Pablo Fernández-López, Carmen Paz Suárez-Araujo, Patricio García-Báez, Francisco Suárez-Díaz, Juan L. Navarro-Mesa, Guillermo Pérez-Acosta et al.
      Pages 61-73

  4. Advanced Topics in Computational Intelligence

    1. Front Matter

      Pages 75-75
      Download chapter PDF

    2. Features Spaces with Reduced Variables Based on Nearest Neighbor Relations and Their Inheritances

      • Naohiro Ishii, Kazunori Iwata, Naoto Mukai, Kazuya Odagiri, Tokuro Matsuo
      Pages 77-88

    3. High-Dimensional Data Clustering with Fuzzy C-Means: Problem, Reason, and Solution

      • Yinghua Shen, Hanyu E, Tianhua Chen, Zhi Xiao, Bingsheng Liu, Yuan Chen
      Pages 89-100

    4. Contrastive Explanations for Explaining Model Adaptations

      • André Artelt, Fabian Hinder, Valerie Vaquet, Robert Feldhans, Barbara Hammer
      Pages 101-112

    5. Dimensionality Reduction: Is Feature Selection More Effective Than Random Selection?

      • Laura Morán-Fernández, Verónica Bolón-Canedo
      Pages 113-125

    6. Classification in Non-stationary Environments Using Coresets over Sliding Windows

      • Moritz Heusinger, Frank-Michael Schleif
      Pages 126-137

    7. Deep Reinforcement Learning in VizDoom via DQN and Actor-Critic Agents

      • Maria Bakhanova, Ilya Makarov
      Pages 138-150

    8. Adaptive Ant Colony Optimization for Service Function Chaining in a Dynamic 5G Network

      • Segundo Moreno, Antonio M. Mora
      Pages 151-164

    9. On the Use of Fuzzy Metrics for Robust Model Estimation: A RANSAC-Based Approach

      • Alberto Ortiz, Esaú Ortiz, Juan José Miñana, Óscar Valero
      Pages 165-177

    10. A New Detector Based on Alpha Integration Decision Fusion

      • Addisson Salazar, Gonzalo Safont, Nancy Vargas, Luis Vergara
      Pages 178-189

    11. A Safe and Effective Tuning Technique for Similarity-Based Fuzzy Logic Programs

      • Ginés Moreno, José A. Riaza
      Pages 190-201
Back to top

Other volumes

  1. Advances in Computational Intelligence

  2. Advances in Computational Intelligence

Keywords

About this book

This two-volume set LNCS 12861 and LNCS 12862 constitutes the refereed proceedings of the 16th International Work-Conference on Artificial Neural Networks, IWANN 2021, held virtually, in June 2021.

The 85 full papers presented in this two-volume set were carefully reviewed and selected from 134 submissions. The papers are organized in topical sections on Deep Learning for Biomedicine, Intelligent Computing Solutions for SARS-CoV-2 Covid-19, Advanced Topics in Computational Intelligence, Biosignals Processing, Neuro-Engineering and much more.

Editors and Affiliations

  • University of Granada, Granada, Spain

    Ignacio Rojas

  • University of Málaga, Málaga, Spain

    Gonzalo Joya

  • Technical University of Catalonia, Barcelona, Spain

    Andreu Català

Bibliographic Information

Publish with us

Policies and ethics

Back to top

Search

Navigation