Advances in Computational Intelligence

16th International Work-Conference on Artificial Neural Networks, IWANN 2021, Virtual Event, June 16-18, 2021, Proceedings, Part I
1. Auflage 2021
ISBN: 978-3-030-85029-6
Verlag: Springer International Publishing

Buch, Englisch, 624 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 966 g

Reihe: Theoretical Computer Science and General Issues

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.

Zielgruppe

Research

Autoren/Hrsg.

Rojas, Ignacio

Català, Andreu

Joya, Gonzalo

Fachgebiete

• Naturwissenschaften Biowissenschaften Angewandte Biologie Bioinformatik

Inhaltsverzeichnis

Information fusion in Deep Learning for Biomedicine.- Intelligent Computing Solutions for SARS-CoV-2 Covid-19 (INClutions COVID-19).- Advanced Topics in Computational Intelligence.- Biosignals Processing.- Deep Learning.- Meta-Learning and Other Automatic Learning Approaches in Intelligent Systems.- Artificial Intelligence and Biomedicine.- Convolutional Neural Networks: Beyond Traditional Solutions.- Bio-inspired Systems and Neuro-Engineering.- Agent-Based Models for Policy Design Towards a More Sustainable World.- Randomization in Deep Learning.- Neural Networks for Time Series Forecasting.- Applications in Artificial Intelligence.