Computational Science - ICCS 2020 : 20th International Conference, Amsterdam, The Netherlands, June 3-5, 2020, Proceedings, Part II / edited by Valeria V. Krzhizhanovskaya, Gábor Závodszky, Michael H. Lees, Jack J. Dongarra, Peter M. A. Sloot, Sérgio Brissos, João Teixeira.

Format:

Book

Contributor:

Krzhizhanovskaya, Valeria V., Editor.

Závodszky, Gábor., Editor.

Lees, Michael H., Editor.

Dongarra, J. J., Editor.

Sloot, Peter M. A., Editor.

Brissos, Sérgio., Editor.

Teixeira, João., Editor.

SpringerLink (Online service)

Series:

Computer Science (SpringerNature-11645)

LNCS sublibrary. Theoretical computer science and general issues 2512-2029 ; SL 1, 12138

Theoretical Computer Science and General Issues, 2512-2029 ; 12138

Language:

English

Subjects (All):

Computer science.

Computer engineering.

Computer networks.

Artificial intelligence.

Computer science-Mathematics.

Database management.

Theory of Computation.

Computer Engineering and Networks.

Artificial Intelligence.

Mathematics of Computing.

Database Management System.

Local Subjects:

Theory of Computation.

Computer Engineering and Networks.

Artificial Intelligence.

Mathematics of Computing.

Database Management System.

Physical Description:

1 online resource (XIX, 697 pages) : 382 illustrations, 216 illustrations in color.

Edition:

1st ed. 2020.

Contained In:

Springer Nature eBook

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2020.

System Details:

text file PDF

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.

Contents:

ICCS Main Track

Modified binary tree in the fast PIES for 2D problems with complex shapes

Generating Random Floating-Point Numbers by Dividing Integers: a Case Study

An effective stable numerical method for integrating highly oscillating functions with a linear phase

Fitting Penalized Logistic Regression Models using QR Factorization

Uncertainty Quantification in Fractional Stochastic Integro-Differential Equations using Legendre Wavelet Collocation Method

A Direct High-order Curvilinear Triangular Mesh Generation Method Using an Advancing Front Technique

Data-driven partial differential equations discovery approach for the noised multi-dimensional data

Preconditioning Jacobian Systems by Superimposing Diagonal Blocks

NURBS curves in parametric integral equations system for modeling and solving boundary value problems in elasticity

Parameterizations and Lagrange Cubics for Fitting Multidimensional Data

Loop Aggregation for Approximate Scientific Computing

Numerical Computation for a Flow Caused by a High-speed Traveling Train and a Stationary Overpass

Bezier surfaces for modeling inclusions in PIES

Impact of water on methane adsorption in nanopores: A hybrid GCMC-MD simulation study

A stable discontinuous Galerkin based isogeometric residual minimization for the Stokes problem

Numerical Modeling of the Two-Phase Flow of Water with Ice in the Tom River

Remarks on Kaczmarz algorithm for solving consistent and inconsistent system of linear equations

Investigating the Benefit of FP16-enabled Mixed-precision Solvers for Symmetric Positive Definite Matrices using GPUs

Simulation versus ordered fuzzy numbers driven approach to multi depot vehicle cyclic routing and scheduling problem

Epigenetic modification of genetic algorithm

ITP-KNN: Encrypted Video Flow Identification Based on the Intermittent Traffic Pattern of Video and K-Nearest Neighbors Classification

DeepAD-a Joint Embedding Approach for Anomaly Detection on Attributed Networks

SciNER: Extracting Named Entities From Scientific Literature

GPU-embedding of kNN-graph representing large and high-dimensional data

Evolving Long Short-Term Memory Networks

Personality Recognition from Source Code Based on Lexical, Syntactic and Semantic Features

Data fitting by exponential sums with equal weights

A Combination of Moment Descriptors, Fourier Transform and Matching Measures for Action Recognition Based on Shape

Improving accuracy and speeding up Document Image Classification through parallel systems

Computation of the airborne contaminant transport in urban area by the artificial neural network

Exploring Musical Structure using Tonnetz Lattice Geometry and LSTMs

Modeling of Anti-tracking Network based on Convex-polytope Topology

A Workload Division Differential Privacy Algorithm to Improve the Accuracy for Linear Computations

On the Automated Assessment of Open-Source Cyber Threat Intelligence Sources

Malicious Domain Detection Based on K-means and SMOTE

Microservice Disaster Crash Recovery: A Weak Global Referential Integrity Management

Hashing Based Prediction for Large-Scale Kernel Machine

Picking Peaches or Squeezing Lemons: Selecting Crowdsourcing Workers for Reducing Cost of Redundancy

Are n-gram Categories Helpful in Text Classification?

Calculating Reactive Power Compensation for Large-scale Street Lighting

Developing a Decision Support App for Computational Agriculture

Optimal Location of Sensors for Early Detection of Tsunami Waves

A Novel Formulation for Inverse Distance Weighting from Weighted Linear Regression

Addressing the Robustness of Resource Allocation in the Presence of Application and System Irregularities via PEPA Based Modeling

An Adaptive Computational Network Model for Strange Loops in Political Evolution in Society

Joint Entity Linking for Web Tables with Hybrid Semantic Matching

A new coefficient of rankings similarity in decision-making problems

Innovativeness Analysis of Scholarly Publications by Age Prediction using Ordinal Regression

Advantage of Using Spherical over Cartesian Coordinates in the Chromosome Territories 3D Modeling

Adaptive and Efficient Transfer for Online Remote Visualization of Critical Weather Applications.

Other Format:

Printed edition:

ISBN:

978-3-030-50417-5

9783030504175

Access Restriction:

Restricted for use by site license.