Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12141)
Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)
Included in the following conference series:
Conference proceedings info: ICCS 2020.
Access this book
Tax calculation will be finalised at checkout
Other ways to access
About this book
The seven-volume set LNCS 12137, 12138, 12139, 12140, 12141, 12142, and 12143 constitutes the proceedings of the 20th International Conference on Computational Science, ICCS 2020, held in Amsterdam, The Netherlands, in June 2020.*
The total of 101 papers and 248 workshop papers presented in this book set were carefully reviewed and selected from 719 submissions (230 submissions to the main track and 489 submissions to the workshops). The papers were organized in topical sections named:
Part I: ICCS Main Track
Part II: ICCS Main Track
Part III: Track of Advances in High-Performance Computational Earth Sciences: Applications and Frameworks; Track of Agent-Based Simulations, Adaptive Algorithms and Solvers; Track of Applications of Computational Methods in Artificial Intelligence and Machine Learning; Track of Biomedical and Bioinformatics Challenges for Computer Science
Part IV: Track of Classifier Learning from Difficult Data; Track of Complex Social Systems through the Lens of Computational Science; Track of Computational Health; Track of Computational Methods for Emerging Problems in (Dis-)Information Analysis
Part V: Track of Computational Optimization, Modelling and Simulation; Track of Computational Science in IoT and Smart Systems; Track of Computer Graphics, Image Processing and Artificial Intelligence
Part VI: Track of Data Driven Computational Sciences; Track of Machine Learning and Data Assimilation for Dynamical Systems; Track of Meshfree Methods in Computational Sciences; Track of Multiscale Modelling and Simulation; Track of Quantum Computing Workshop
Part VII: Track of Simulations of Flow and Transport: Modeling, Algorithms and Computation; Track of Smart Systems: Bringing Together Computer Vision, Sensor Networks and Machine Learning; Track of Software Engineering for Computational Science; Track of Solving Problems with Uncertainties; Track of Teaching Computational Science; Trackof UNcErtainty QUantIficatiOn for ComputationAl modeLs
*The conference was canceled due to the COVID-19 pandemic.
Similar content being viewed by others
Keywords
- artificial intelligence
- communication systems
- computer hardware
- computer networks
- correlation analysis
- data security
- genetic algorithms
- image processing
- machine learning
- neural networks
- numerical methods
- parallel processing systems
- signal processing
- telecommunication networks
- telecommunication systems
- telecommunication traffic
- wireless telecommunication systems
- World Wide Web
Table of contents (45 papers)
-
Computational Optimization, Modelling and Simulation
Other volumes
Editors and Affiliations
Bibliographic Information
Book Title: Computational Science – ICCS 2020
Book Subtitle: 20th International Conference, Amsterdam, The Netherlands, June 3–5, 2020, Proceedings, Part V
Editors: Valeria V. Krzhizhanovskaya, Gábor Závodszky, Michael H. Lees, Jack J. Dongarra, Peter M. A. Sloot, Sérgio Brissos, João Teixeira
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-030-50426-7
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2020
Softcover ISBN: 978-3-030-50425-0Published: 19 June 2020
eBook ISBN: 978-3-030-50426-7Published: 18 June 2020
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XIX, 618
Number of Illustrations: 61 b/w illustrations, 212 illustrations in colour
Topics: Theory of Computation, Artificial Intelligence, Information Systems and Communication Service, Computer Systems Organization and Communication Networks, Mathematics of Computing