Computational Science – ICCS 2020

Table of Contents

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   Book Overview
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   Chapter 1 Modified Binary Tree in the Fast PIES for 2D Problems with Complex Shapes
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   Chapter 2 Generating Random Floating-Point Numbers by Dividing Integers: A Case Study
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   Chapter 3 An Effective Stable Numerical Method for Integrating Highly Oscillating Functions with a Linear Phase
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   Chapter 4 Fitting Penalized Logistic Regression Models Using QR Factorization
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   Chapter 5 Uncertainty Quantification in Fractional Stochastic Integro-Differential Equations Using Legendre Wavelet Collocation Method
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   Chapter 6 A Direct High-Order Curvilinear Triangular Mesh Generation Method Using an Advancing Front Technique
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   Chapter 7 Data-Driven Partial Differential Equations Discovery Approach for the Noised Multi-dimensional Data
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   Chapter 8 Preconditioning Jacobian Systems by Superimposing Diagonal Blocks
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    Chapter 9 NURBS Curves in Parametric Integral Equations System for Modeling and Solving Boundary Value Problems in Elasticity
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    Chapter 10 Parameterizations and Lagrange Cubics for Fitting Multidimensional Data
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    Chapter 11 Loop Aggregation for Approximate Scientific Computing
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    Chapter 12 Numerical Computation for a Flow Caused by a High-Speed Traveling Train and a Stationary Overpass
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    Chapter 13 Bézier Surfaces for Modeling Inclusions in PIES
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    Chapter 14 Impact of Water on Methane Adsorption in Nanopores: A Hybrid GCMC-MD Simulation Study
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    Chapter 15 A Stable Discontinuous Galerkin Based Isogeometric Residual Minimization for the Stokes Problem
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    Chapter 16 Numerical Modeling of the Two-Phase Flow of Water with Ice in the Tom River
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    Chapter 17 Remarks on Kaczmarz Algorithm for Solving Consistent and Inconsistent System of Linear Equations
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    Chapter 18 Investigating the Benefit of FP16-Enabled Mixed-Precision Solvers for Symmetric Positive Definite Matrices Using GPUs
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    Chapter 19 Simulation Versus an Ordered–Fuzzy-Numbers-Driven Approach to the Multi-depot Vehicle Cyclic Routing and Scheduling Problem
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    Chapter 20 Epigenetic Modification of Genetic Algorithm
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    Chapter 21 ITP-KNN: Encrypted Video Flow Identification Based on the Intermittent Traffic Pattern of Video and K-Nearest Neighbors Classification
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    Chapter 22 DeepAD: A Joint Embedding Approach for Anomaly Detection on Attributed Networks
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    Chapter 23 SciNER: Extracting Named Entities from Scientific Literature
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    Chapter 24 GPU-Embedding of kNN-Graph Representing Large and High-Dimensional Data
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    Chapter 25 Evolving Long Short-Term Memory Networks
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    Chapter 26 Personality Recognition from Source Code Based on Lexical, Syntactic and Semantic Features
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    Chapter 27 Data Fitting by Exponential Sums with Equal Weights
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    Chapter 28 A Combination of Moment Descriptors, Fourier Transform and Matching Measures for Action Recognition Based on Shape
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    Chapter 29 Improving accuracy and speeding up Document Image Classification through parallel systems
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    Chapter 30 Computation of the Airborne Contaminant Transport in Urban Area by the Artificial Neural Network
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    Chapter 31 Exploring Musical Structure Using Tonnetz Lattice Geometry and LSTMs
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    Chapter 32 Modeling of Anti-tracking Network Based on Convex-Polytope Topology
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    Chapter 33 A Workload Division Differential Privacy Algorithm to Improve the Accuracy for Linear Computations
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    Chapter 34 On the Automated Assessment of Open-Source Cyber Threat Intelligence Sources
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    Chapter 35 Malicious Domain Detection Based on K-means and SMOTE
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    Chapter 36 Microservice Disaster Crash Recovery: A Weak Global Referential Integrity Management
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    Chapter 37 Hashing Based Prediction for Large-Scale Kernel Machine
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    Chapter 38 Picking Peaches or Squeezing Lemons: Selecting Crowdsourcing Workers for Reducing Cost of Redundancy
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    Chapter 39 Are n-gram Categories Helpful in Text Classification?
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    Chapter 40 Calculating Reactive Power Compensation for Large-Scale Street Lighting
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    Chapter 41 Developing a Decision Support App for Computational Agriculture
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    Chapter 42 Optimal Location of Sensors for Early Detection of Tsunami Waves
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    Chapter 43 A Novel Formulation for Inverse Distance Weighting from Weighted Linear Regression
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    Chapter 44 Addressing the Robustness of Resource Allocation in the Presence of Application and System Irregularities via PEPA Based Modeling
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    Chapter 45 An Adaptive Computational Network Model for Strange Loops in Political Evolution in Society
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    Chapter 46 Joint Entity Linking for Web Tables with Hybrid Semantic Matching
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    Chapter 47 A New Coefficient of Rankings Similarity in Decision-Making Problems
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    Chapter 48 Innovativeness Analysis of Scholarly Publications by Age Prediction Using Ordinal Regression
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    Chapter 49 Advantage of Using Spherical over Cartesian Coordinates in the Chromosome Territories 3D Modeling
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    Chapter 50 Adaptive and Efficient Transfer for Online Remote Visualization of Critical Weather Applications