Computational Science – ICCS 2019

Table of Contents

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   Book Overview
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   Chapter 1 Synthesizing Quantum Circuits via Numerical Optimization
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   Chapter 2 Application of Continuous Time Quantum Walks to Image Segmentation
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   Chapter 3 Synchronized Detection and Recovery of Steganographic Messages with Adversarial Learning
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   Chapter 4 Multi-source Manifold Outlier Detection
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   Chapter 5 A Fast k NN-Based Approach for Time Sensitive Anomaly Detection over Data Streams
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   Chapter 6 n -gram Cache Performance in Statistical Extraction of Relevant Terms in Large Corpora
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   Chapter 7 Lung Nodule Diagnosis via Deep Learning and Swarm Intelligence
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   Chapter 8 Marrying Graph Kernel with Deep Neural Network: A Case Study for Network Anomaly Detection
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    Chapter 9 Machine Learning for Performance Enhancement of Molecular Dynamics Simulations
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    Chapter 10 2D-Convolution Based Feature Fusion for Cross-Modal Correlation Learning
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    Chapter 11 DunDi: Improving Robustness of Neural Networks Using Distance Metric Learning
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    Chapter 12 Autism Screening Using Deep Embedding Representation
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    Chapter 13 Function and Pattern Extrapolation with Product-Unit Networks
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    Chapter 14 Fast and Scalable Outlier Detection with Metric Access Methods
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    Chapter 15 Deep Learning Based LSTM and SeqToSeq Models to Detect Monsoon Spells of India
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    Chapter 16 Data Analysis for Atomic Shapes in Nuclear Science
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    Chapter 17 A Novel Partition Method for Busy Urban Area Based on Spatial-Temporal Information
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    Chapter 18 Mention Recommendation with Context-Aware Probabilistic Matrix Factorization
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    Chapter 19 Synchronization Under Control in Complex Networks for a Panic Model
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    Chapter 20 Personalized Ranking in Dynamic Graphs Using Nonbacktracking Walks
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    Chapter 21 An Agent-Based Model for Emergent Opponent Behavior
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    Chapter 22 Fine-Grained Label Learning via Siamese Network for Cross-modal Information Retrieval
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    Chapter 23 MeshTrust: A CDN-Centric Trust Model for Reputation Management on Video Traffic
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    Chapter 24 Optimizing Spatial Accessibility of Company Branches Network with Constraints
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    Chapter 25 A Fast 3D Finite-Element Solver for Large-Scale Seismic Soil Liquefaction Analysis
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    Chapter 26 Performance Evaluation of Tsunami Inundation Simulation on SX-Aurora TSUBASA
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    Chapter 27 Parallel Computing for Module-Based Computational Experiment
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    Chapter 28 Heuristic Optimization with CPU-GPU Heterogeneous Wave Computing for Estimating Three-Dimensional Inner Structure
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    Chapter 29 A Generic Interface for Godunov-Type Finite Volume Methods on Adaptive Triangular Meshes
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    Chapter 30 Distributed Memory Parallel Implementation of Agent-Based Economic Models
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    Chapter 31 Augmenting Multi-agent Negotiation in Interconnected Freight Transport Using Complex Networks Analysis
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    Chapter 32 Security-Aware Distributed Job Scheduling in Cloud Computing Systems: A Game-Theoretic Cellular Automata-Based Approach
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    Chapter 33 Residual Minimization for Isogeometric Analysis in Reduced and Mixed Forms
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    Chapter 34 CTCmodeler: An Agent-Based Framework to Simulate Pathogen Transmission Along an Inter-individual Contact Network in a Hospital
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    Chapter 35 Socio-cognitive ACO in Multi-criteria Optimization
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    Chapter 36 Reconfiguration of the Multi-channel Communication System with Hierarchical Structure and Distributed Passive Switching
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    Chapter 37 Multi-agent Environment for Decision-Support in Production Systems Using Machine Learning Methods
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    Chapter 38 Biclustering via Mixtures of Regression Models
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    Chapter 39 An Evaluation Metric for Content Providing Models, Recommendation Systems, and Online Campaigns
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    Chapter 40 Tolerance Near Sets and tNM Application in City Images
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    Chapter 41 Meta-Graph Based Attention-Aware Recommendation over Heterogeneous Information Networks
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    Chapter 42 Determining Adaptive Loss Functions and Algorithms for Predictive Models
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    Chapter 43 Adaptive Objective Functions and Distance Metrics for Recommendation Systems
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    Chapter 44 An Early Warning Method for Agricultural Products Price Spike Based on Artificial Neural Networks Prediction
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    Chapter 45 Predicting Heart Attack Through Explainable Artificial Intelligence
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    Chapter 46 Dynamic and Distributed Security Management for NoC Based MPSoCs
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    Chapter 47 Scalable Fast Multipole Method for Electromagnetic Simulations