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Computational Science – ICCS 2020 20th International Conference, Amsterdam, The Netherlands, June 3–5, 2020, Proceedings, Part VII /

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 boo...

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Corporate Author: SpringerLink (Online service)
Other Authors: Krzhizhanovskaya, Valeria V. (Editor, http://id.loc.gov/vocabulary/relators/edt), Závodszky, Gábor. (Editor, http://id.loc.gov/vocabulary/relators/edt), Lees, Michael H. (Editor, http://id.loc.gov/vocabulary/relators/edt), Dongarra, Jack J. (Editor, http://id.loc.gov/vocabulary/relators/edt), Sloot, Peter M. A. (Editor, http://id.loc.gov/vocabulary/relators/edt), Brissos, Sérgio. (Editor, http://id.loc.gov/vocabulary/relators/edt), Teixeira, João. (Editor, http://id.loc.gov/vocabulary/relators/edt)
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2020.
Edition:1st ed. 2020.
Series:Theoretical Computer Science and General Issues ; 12143
Subjects:
Computers.
Computer science—Mathematics.
Computer organization.
Artificial intelligence.
Optical data processing.
Theory of Computation.
Mathematics of Computing.
Computer Systems Organization and Communication Networks.
Artificial Intelligence.
Image Processing and Computer Vision.
Online Access:https://doi.org/10.1007/978-3-030-50436-6
Summary: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: Advances in High-Performance Computational Earth Sciences: Applications and Frameworks; Agent-Based Simulations, Adaptive Algorithms and Solvers; Applications of Computational Methods in Artificial Intelligence and Machine Learning; Biomedical and Bioinformatics Challenges for Computer Science Part IV: Classifier Learning from Difficult Data; Complex Social Systems through the Lens of Computational Science; Computational Health; Computational Methods for Emerging Problems in (Dis-)Information Analysis Part V: Computational Optimization, Modelling and Simulation; Computational Science in IoT and Smart Systems; Computer Graphics, Image Processing and Artificial Intelligence Part VI: Data Driven Computational Sciences; Machine Learning and Data Assimilation for Dynamical Systems; Meshfree Methods in Computational Sciences; Multiscale Modelling and Simulation; Quantum Computing Workshop Part VII: Simulations of Flow and Transport: Modeling, Algorithms and Computation; Smart Systems: Bringing Together Computer Vision, Sensor Networks and Machine Learning; Software Engineering for Computational Science; Solving Problems with Uncertainties; Teaching Computational Science; UNcErtainty QUantIficatiOn for ComputationAl modeLs *The conference was canceled due to the COVID-19 pandemic. Chapter ‘APE: A Command-Line Tool and API for Automated Workflow Composition’ is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.
Physical Description:XX, 775 p. 405 illus., 254 illus. in color. online resource.
ISBN:9783030504366

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