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E-raamat: Computational Science - ICCS 2019: 19th International Conference, Faro, Portugal, June 12-14, 2019, Proceedings, Part I

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The five-volume set LNCS 11536, 11537, 11538, 11539, and 11540 constitutes the proceedings of the 19th International Conference on Computational Science, ICCS 2019, held in Faro, Portugal, in June 2019.The total of 65 full papers and 168 workshop papers presented in this book set were carefully reviewed and selected from 573 submissions (228 submissions to the main track and 345 submissions to the workshops). The papers were organized in topical sections named:





Part I: ICCS Main Track





Part II: ICCS Main Track; 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 and Heterogeneous Systems





Part III: Track of Biomedical and Bioinformatics Challenges for Computer Science; Track of Classifier Learning from Difficult Data; Track of Computational Finance and Business Intelligence; Track of Computational Optimization, Modelling and Simulation; Track of Computational Science in IoT and Smart Systems





Part IV: Track of Data-Driven Computational Sciences; Track of Machine Learning and Data Assimilation for Dynamical Systems; Track of Marine Computing in the Interconnected World for the Benefit of the Society; Track of Multiscale Modelling and Simulation; Track of Simulations of Flow and Transport: Modeling, Algorithms and Computation





Part V: Track of Smart Systems: Computer Vision, Sensor Networks and Machine Learning; Track of Solving Problems with Uncertainties; Track of Teaching Computational Science; Poster Track ICCS 2019





Chapter Comparing Domain-decomposition Methods for the Parallelization of Distributed Land Surface Models is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.
ICCS Main Track.- Efficient Computation of Sparse Higher Derivative
Tensors.- Rational Approximation of Scientific Data.- Design of a
High-Performance Tensor-Vector Multiplication with BLAS.- High Performance
Partial Coherent X-ray Ptychography.- Monte Carlo Analysis of Local
Cross-Correlation ST-TBD Algorithm.- Optimization of Demodulation for Air-Gap
Data Transmission based on Backlight Modulation of Screen.- Reinsertion
algorithm based on destroy and repair operators for dynamic dial a ride
problems.- Optimization heuristics for computing the Voronoi skeleton.-
Transfer Learning for Leisure Centre Energy Consumption Prediction.-
Forecasting Network Throughput of Remote Data Access in Computing Grids.-
Accurately Simulating Energy Consumption of I/O-intensive Scientific
Workflows.- Exploratory Visual Analysis of Anomalous Runtime Behavior in
Streaming High Performance Computing Applications.- Analysis of the
construction of similarity matrices on multi-core and many-core platforms
using different similarity metrics.- High Performance Algorithms for Counting
Collisions and Pairwise Interactions.- Comparing domain-decomposition methods
for the parallelization of distributed land surface models.- Analysis and
Detection on Abused Wildcard Domain Names Based on DNS Logs.- XScan: An
Integrated Tool for Understanding Open Source Community-based Scientific
Code.- An On-line Performance Introspection Framework for Task-based Runtime
Systems.- Productivity-aware Design and Implementation of Distributed
Tree-based Search Algorithms.- Development of Element-by-Element Kernel
Algorithms in Unstructured Implicit Low-Order Finite-Element Earthquake
Simulation for Many-Core Wide-SIMD CPUs.- A High-productivity Framework for
Adaptive Mesh Refinement on Multiple GPUs.- Harmonizing Sequential and Random
Access to Datasets in Organizationally Distributed Environments.- Towards
Unknown Traffic Identification Using Deep Auto-Encoder and Constrained
Clustering.- How to composeproduct pages to enhance the new users interest
in the item catalog?.- Rumor Detection on Social Media: A Multi-View Model
using Self-Attention Mechanism.- EmoMix: Building An Emotion Lexicon for
Compound Emotion Analysis.- Long Term Implications of Climate Change on Crop
Planning.- Representation Learning of Taxonomies for Taxonomy Matching.-
Creating Training Data for Scientific Named Entity Recognition with Minimal
Human Effort.- Evaluating the benefits of Key-Value databases for scientific
applications.- Scaling the Training of Recurrent Neural Networks on Sunway
TaihuLight Supercomputer.- Immersed boundary method halo exchange in a
hemodynamics application.- Future ramifications of age-dependent immunity
levels for measles: explorations in an individual-based model.- Evolution of
Hierarchical Structure & Reuse in iGEM Synthetic DNA Sequences.-
Computational design of superhelices by local change of the intrinsic
Curvature.- Spatial modeling of influenza outbreaks in Saint Petersburg using
synthetic populations.- Six Degrees of Freedom Numerical Simulation of
Tilt-Rotor Plane.- A Macroscopic Study on Dedicated Highway Lanes for
Autonomous Vehicles.- An Agent-Based Model for Evaluating the Boarding and
Alighting Efficiency of Autonomous Public Transport Vehicles.- MLP-IA:
Multi-Label User Profile Based on Implicit Association Labels.- Estimating
agriculture NIR images from aerial RGB data.- Simulation of Fluid Flow in
Induced Fractures in Shale by the Lattice Boltzmann Method.- Incentive
Mechanism for Cooperative Intrusion Response: A Dynamic Game Approach.- A
k-Cover Model for Reliability-Aware Controller Placement in Software-Dened
Networks.- Robust Ensemble-Based Evolutionary Calibration of the Numerical
Wind Wave Model.- Approximate Repeated Administration Models for
Pharmacometrics.- Evolutionary Optimization of Intruder Interception Plans
for Mobile Robot Groups.