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

ISBN-13: 9783030227333 / Angielski / Miękka / 2019 / 659 str.

Joao M. F. Rodrigues; Pedro J. S. Cardoso; Janio Monteiro

Spis treści

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 compose product 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.