Computational Science – ICCS 2018

Table of Contents

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   Book Overview
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   Chapter 1 Development of Scalable Three-Dimensional Elasto-Plastic Nonlinear Wave Propagation Analysis Method for Earthquake Damage Estimation of Soft Grounds
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   Chapter 2 A New Matrix-Free Approach for Large-Scale Geodynamic Simulations and its Performance
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   Chapter 3 Viscoelastic Crustal Deformation Computation Method with Reduced Random Memory Accesses for GPU-Based Computers
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   Chapter 4 An Event Detection Framework for Virtual Observation System: Anomaly Identification for an ACME Land Simulation
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   Chapter 5 Enabling Adaptive Mesh Refinement for Single Components in ECHAM6
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   Chapter 6 Efficient and Accurate Evaluation of Bézier Tensor Product Surfaces
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   Chapter 7 Hybrid Swarm and Agent-Based Evolutionary Optimization
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   Chapter 8 Data-Driven Agent-Based Simulation for Pedestrian Capacity Analysis
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    Chapter 9 A Novel Agent-Based Modeling Approach for Image Coding and Lossless Compression Based on the Wolf-Sheep Predation Model
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    Chapter 10 Planning Optimal Path Networks Using Dynamic Behavioral Modeling
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    Chapter 11 Multiagent Context-Dependent Model of Opinion Dynamics in a Virtual Society
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    Chapter 12 An Algorithm for Tensor Product Approximation of Three-Dimensional Material Data for Implicit Dynamics Simulations
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    Chapter 13 On Two Kinds of Dataset Decomposition
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    Chapter 14 A Graph-Based Algorithm for Supervised Image Classification
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    Chapter 15 An Adversarial Training Framework for Relation Classification
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    Chapter 16 Topic-Based Microblog Polarity Classification Based on Cascaded Model
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    Chapter 17 An Efficient Deep Learning Model for Recommender Systems
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    Chapter 18 Standardization of Featureless Variables for Machine Learning Models Using Natural Language Processing
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    Chapter 19 Generalized Variable Conversion Using K-means Clustering and Web Scraping
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    Chapter 20 Parallel Latent Dirichlet Allocation on GPUs
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    Chapter 21 Improving Search Through A3C Reinforcement Learning Based Conversational Agent
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    Chapter 22 Architecture Emulation and Simulation of Future Many-Core Epiphany RISC Array Processors
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    Chapter 23 Automatic Mapping for OpenCL-Programs on CPU/GPU Heterogeneous Platforms
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    Chapter 24 Combining Data Mining Techniques to Enhance Cardiac Arrhythmia Detection
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    Chapter 25 CT Medical Imaging Reconstruction Using Direct Algebraic Methods with Few Projections
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    Chapter 26 On Blood Viscosity and Its Correlation with Biological Parameters
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    Chapter 27 Development of Octree-Based High-Quality Mesh Generation Method for Biomedical Simulation
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    Chapter 28 1,000x Faster Than PLINK: Genome-Wide Epistasis Detection with Logistic Regression Using Combined FPGA and GPU Accelerators
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    Chapter 29 Deep Learning and Wavelets for High-Frequency Price Forecasting
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    Chapter 30 Kernel Extreme Learning Machine for Learning from Label Proportions
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    Chapter 31 Extreme Market Prediction for Trading Signal with Deep Recurrent Neural Network
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    Chapter 32 Multi-view Multi-task Support Vector Machine
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    Chapter 33 Research on Stock Price Forecast Based on News Sentiment Analysis—A Case Study of Alibaba
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    Chapter 34 Parallel Harris Corner Detection on Heterogeneous Architecture
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    Chapter 35 A New Method for Structured Learning with Privileged Information
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    Chapter 36 An Effective Model Between Mobile Phone Usage and P2P Default Behavior
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    Chapter 37 A Novel Data Mining Approach Towards Human Resource Performance Appraisal
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    Chapter 38 Word Similarity Fails in Multiple Sense Word Embedding
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    Chapter 39 A Hybrid Optimization Algorithm for Electric Motor Design
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    Chapter 40 Dynamic Current Distribution in the Electrodes of Submerged Arc Furnace Using Scalar and Vector Potentials
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    Chapter 41 Optimising Deep Learning by Hyper-heuristic Approach for Classifying Good Quality Images
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    Chapter 42 An Agent-Based Distributed Approach for Bike Sharing Systems
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    Chapter 43 A Fast Vertex-Swap Operator for the Prize-Collecting Steiner Tree Problem
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    Chapter 44 Solving CSS-Sprite Packing Problem Using a Transformation to the Probabilistic Non-oriented Bin Packing Problem
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    Chapter 45 Optimization of Resources Selection for Jobs Scheduling in Heterogeneous Distributed Computing Environments
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    Chapter 46 Explicit Size-Reduction-Oriented Design of a Compact Microstrip Rat-Race Coupler Using Surrogate-Based Optimization Methods
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    Chapter 47 Stochastic-Expansions-Based Model-Assisted Probability of Detection Analysis of the Spherically-Void-Defect Benchmark Problem
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    Chapter 48 Accelerating Optical Absorption Spectra and Exciton Energy Computation via Interpolative Separable Density Fitting
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    Chapter 49 Model-Assisted Probability of Detection for Structural Health Monitoring of Flat Plates
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    Chapter 50 Anomalous Trajectory Detection Between Regions of Interest Based on ANPR System
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    Chapter 51 Dynamic Real-Time Infrastructure Planning and Deployment for Disaster Early Warning Systems
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    Chapter 52 Calibration and Monitoring of IoT Devices by Means of Embedded Scientific Visualization Tools
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    Chapter 53 Gated Convolutional LSTM for Speech Commands Recognition
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    Chapter 54 Enabling Machine Learning on Resource Constrained Devices by Source Code Generation of the Learned Models
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    Chapter 55 Fast Retrieval of Weather Analogues in a Multi-petabytes Archive Using Wavelet-Based Fingerprints
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    Chapter 56 Assimilation of Fire Perimeters and Satellite Detections by Minimization of the Residual in a Fire Spread Model
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    Chapter 57 Analyzing Complex Models Using Data and Statistics
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    Chapter 58 Research on Technology Foresight Method Based on Intelligent Convergence in Open Network Environment
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    Chapter 59 Prediction of Blasting Vibration Intensity by Improved PSO-SVR on Apache Spark Cluster
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    Chapter 60 Bisections-Weighted-by-Element-Size-and-Order Algorithm to Optimize Direct Solver Performance on 3D hp -adaptive Grids
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    Chapter 61 Establishing EDI for a Clinical Trial of a Treatment for Chikungunya
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    Chapter 62 Static Analysis and Symbolic Execution for Deadlock Detection in MPI Programs
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    Chapter 63 Reproducible Roulette Wheel Sampling for Message Passing Environments
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    Chapter 64 Speedup of Bicubic Spline Interpolation
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    Chapter 65 Optimized Eigenvalue Solvers for the Neutron Transport Equation
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    Chapter 66 Multiscale Homogenization of Pre-treatment Rapid and Slow Filtration Processes with Experimental and Computational Validations
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    Chapter 67 The Solution of the Lambda Modes Problem Using Block Iterative Eigensolvers
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    Chapter 68 A Versatile Hybrid Agent-Based, Particle and Partial Differential Equations Method to Analyze Vascular Adaptation
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    Chapter 69 Development of a Multiscale Simulation Approach for Forced Migration