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El. knyga: Computational Science - ICCS 2018: 18th International Conference, Wuxi, China, June 11-13, 2018, Proceedings, Part I

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  • Formatas: EPUB+DRM
  • Serija: Lecture Notes in Computer Science 10860
  • Išleidimo metai: 11-Jun-2018
  • Leidėjas: Springer International Publishing AG
  • Kalba: eng
  • ISBN-13: 9783319936987
Kitos knygos pagal šią temą:
  • Formatas: EPUB+DRM
  • Serija: Lecture Notes in Computer Science 10860
  • Išleidimo metai: 11-Jun-2018
  • Leidėjas: Springer International Publishing AG
  • Kalba: eng
  • ISBN-13: 9783319936987
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The three-volume set LNCS 10860, 10861 + 10862 constitutes the proceedings of the 18th International Conference on Computational Science, ICCS 2018, held in Wuxi, China, in June 2018.





The total of 155 full and 66 short papers presented in this book set was carefully reviewed and selected from 404 submissions. The papers were organized in topical sections named:





Part I: ICCS Main Track





Part II: Track of Advances in High-Performance Computational Earth Sciences: Applications and Frameworks; Track of Agent-Based Simulations, Adaptive Algorithms and Solvers; Track of Applications of Matrix Methods in Artificial Intelligence and Machine Learning; Track of Architecture, Languages, Compilation and Hardware Support for Emerging ManYcore Systems; Track of Biomedical and Bioinformatics Challenges for Computer Science; Track of Computational Finance and Business Intelligence; Track of Computational Optimization, Modelling and Simulation; Track of Data, Modeling, and Computation in IoT and Smart Systems; Track of Data-Driven Computational Sciences; Track of Mathematical-Methods-and-Algorithms for Extreme Scale; Track of Multiscale Modelling and Simulation





Part III: Track of Simulations of Flow and Transport: Modeling, Algorithms and Computation; Track of Solving Problems with Uncertainties; Track of Teaching Computational Science; Poster Papers
ICCS Main Track.- Optimizing the Efficiency, Vulnerability and
Robustness of Road-based Para-transit Networks using Genetic Algorithm.- On
the Configuration of Robust Static Parallel Portfolios for Efficient Plan
Generation.- SDF-Net: Real-time Rigid Object Tracking Using a Deep Signed
Distance Network.- Insider Threat Detection with Deep Neural Network.-
Pheromone Model Based Visualization of Malware Distribution Networks.-
Detecting Wildlife in Unmanned Aerial Systems Imagery using Convolutional
Neural Networks Trained with an Automated Feedback Loop.- Incentive Mechanism
for Cooperative Intrusion Detection: an Evolutionary Game Approach.- Hybrid
Genetic Algorithm for an On-Demand First Mile Transit System using Electric
Vehicles.- Comprehensive Learning Gene Expression Programming for Automatic
Implicit Equation Discovery.- Multi-population Genetic Algorithm for
Cardinality Constrained Portfolio Selection Problems.- Recognition and
Classification of Rotorcraft by Micro-Doppler Signatures using Deep
Learning.- Data Allocation based on Evolutionary Data Popularity Clustering.-
Hyper-heuristic Online Learning for Self-assembling Swarm Robots.- An
Innovative Heuristic for Planning-based Urban Traffic Control. -Automatic Web
News Extraction Based on DS Theory Considering Content Topics.-
DomainObserver: A Lightweight Solution for Detecting Malicious Domains Based
on Dynamic Time Warping.- You Have More Abbreviations than You Know: A Study
of AbbrevSquatting Abuse.- Large Scale Retrieval of Social Network Pages by
Interests of Their Followers.- Parallel data-driven modeling of information
spread in social networks.- Topology of Thematic Communities in Online Social
Networks: A Comparative Study.- Topological street-network characterization
through feature-vector and cluster analysis.- A distance-based tool-set to
track inconsistent urban structures through complex-networks.- A Conceptual
Framework for Social Movements Analytics for National Security.- Retweet
Prediction using Social-aware Probabilistic Matrix Factorization.- Cascading
Failure Based on Load Redistribution of a Smart Grid with Different Coupling
Modes.- Measuring social responsiveness for improved handling of extreme
situations.- A Computational Model-Based Framework to Plan Clinical
Experiments an Application to Vascular Adaptation Biology.- Accelerating
Data Analysis in Simulation Neuroscience with Big Data Technologies.- Spiral
wave drift induced by high-frequency forcing. Parallel simulation in the
Luo-Rudy anisotropic model of cardiac tissue.- Understanding Malaria induced
red blood cell deformation using data-driven Lattice Boltzmann Simulations.-
Towards Model-based Policy Elaboration on City Scale using Game Theory:
Application to Ambulance Dispatching.- Elucidation of Mechanism for Reducing
Porosity in Electric Arc Spraying through CFD.- nSharma: Numerical Simulation
Heterogeneity Aware Runtime Manager for OpenFOAM.- High Performance
Computational Hydrodynamic Simulations: UPC Parallel Architecture as a Future
Alternative.- Classifying Aircraft Approach Type in the National General
Aviation Flight Information Database.- On Parametric Excitation for
Exploration of Lava Tubes and Caves.- Global Simulation of Planetary Rings on
Sunway TaihuLight.- Parallel Performance Analysis of Bacterial Biofilm
Simulation Models.- Parallel Solutions to the k-difference Primer Problem.-
RT-DBSCAN: Real-time Parallel Clustering of Spatio-Temporal Data using
Spark-Streaming.- GPU-based implementation of Ptycho-ADMM for high
performance X-ray imaging.- Elastic CPU Cap Mechanism for Timely Dataflow
Applications.- Blockchain-based transaction integrity in distributed big data
marketplace.- Workload Characterization and Evolutionary Analyses of
Tianhe-1A Supercomputer.- The Design of Fast and Energy-Efficient Linear
Solvers: On The potential Of Half Precision Arithmetic And Iterative
Refinement Techniques.- Design of Parallel BEM Analyses Framework for SIMD
Processors.- An experimental assessment of three point-insertion sequences
for 3-D incremental Delaunay tessellations.- Learning Knowledge Graph
Embeddings via Generalized Hyperplanes.- Fast Higher-Order Functions for
Tensor Calculus with Tensors and Subtensors.- The t-modified self-shrinking
generator.- Simulating Negotiation-based Cloud Markets.- Structural Learning
of Probabilistic Graphical Models of Cumulative Phenomena.- Sparse Surface
Speed Evaluation on a Dynamic Three-Dimensional Surface Using an Iterative
Partitioning Scheme.- Accurate, Automatic and Compressed Visualization of
Radiated Helmholtz Fields from Boundary Element Solutions.