Computational Science and Its Applications – ICCSA 2020

20th International Conference, Cagliari, Italy, July 1–4, 2020, Proceedings, Part I

AvOsvaldo Gervasi,Beniamino Murgante

Häftad, Engelska, 2020

Del 12249 i serien Lecture Notes in Computer Science

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Beskrivning

The seven volumes LNCS 12249-12255 constitute the refereed proceedings of the 20th International Conference on Computational Science and Its Applications, ICCSA 2020, held in Cagliari, Italy, in July 2020.

Produktinformation

Utgivningsdatum:2020-10-01
Mått:155 x 235 x 59 mm
Vikt:1 621 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:1 052
Förlag:Springer Nature Switzerland AG
ISBN:9783030587987

Utforska kategorier

Systemvetenskap och AI inom Data och IT
Artificiell intelligens inom Data och IT
Hårdvara inom Data och IT

Innehållsförteckning

Computational Methods, Algorithms and Scientific Applications.- A convergence analysis of a multistep method applied to an advection-diﬀusion equation in 1-D The influence of reordering algorithms on the convergence of a preconditioned restarted GMRES method.- Generalized Invariants of Multiple Scattered Polarized Radiation at Arbitrary Non-Symmetrical Optical Levels of a Uniform Slab. User-friendly expressions of the coefficients of some exponentially fitted methods.- CFD prediction of retractable landing gear aerodynamics.- CFD Prediction of Aircraft Control Surfaces Aerodynamics.- Optimal Online Electric Vehicle Charging Scheduling in Unbalanced Three-phase Power System.- Bounds for Complete Arcs in PG(3,q) and Covering Codes of Radius 3, Codimension 4, under a Certain Probabilistic Conjecture.- Numerical simulation of the reactive transport at the pore scale.- Multivalue almost collocation methods with diagonal coefficient matrix.- Characterizing and Analyzing the Relation betweenBin-Packing Problem and Tabu Search Algorithm.- Efficient Speed-up of Radial Basis Functions Approximation and Interpolation Formula Evaluation.- Numerical Risk Analyses of the Impact of Meteorological Conditions on Probability of Airport Runway Excursion Accidents.- Simplified models for electromechanics of cardiac myocyte.- Electrotonic eﬀect on action potential dispersion with cellular automata.- Hybrid Model for the Analysis of Human Gait: a Non-Linear Approach.- Improving Fresh Fruit Bunches Unloading Process At Palm Oil Mills With Discrete-Event Simulation.- OpenFOAM Numerical Simulations with Diﬀerent Lid Driven Cavity Shapes.- Mathematical Modelling and Identification of a Quadrotor.- The eﬀect of a phase change during the deposition stage in Fused Filament Fabrication.- Diameter and Convex Hull of Points Using Space Subdivision in E2 and E3.- Automated selection of the computational parameters for the higher-order parabolic equation numerical methods.- A biased random-key genetic algorithm for bandwidth reduction.- DTN-SMTP: A Novel Mail Transfer Protocol with Minimized Interactions for Space Internet.- Spatial Modelling of Black Scabbardfish Fishery oﬀ the Portuguese Coast.- Folding-BSD algorithm for binary sequence decomposition.- Construction of the regular dodecahedron with the MATHEMATIC.- GPU Memory Access Optimization for 2D Electrical Wave Propagation.- through Cardiac Tissue and Karma Model using Time and Space blocking.- Optimization of the use of critical resources in the development of oﬀshore oil Fields.- Extending Maxima Capabilities for Performing Elementary Matrix Operations.- A Graph-based Clustering Analysis of the QM9 Dataset via SMILES Descriptors.- Q-Learning Based Forwarding Strategy in Named Data Networks.- Comparative Performance Analysis of Job Scheduling Algorithms in a Real-World Scientific Application.- A colaitional approach for resource distribution in self-organizing open systems.-A New Library of Bio-Inspired Algorithms.- Numerical Enhancements and Parallel GPU Implementation of a 3D Gaussian Beam Model.- A Digital Twin Platform for Diagnostics and Rehabilitation of Multiple Sclerosis.- Classification of carcass fatness degree in finishing cattle using machine Learning.- Skin Cancer Classification using Inception Network and Transfer Learning.- A Criterion for IDS Deployment on IoT edge nodes.- How to improve the recommendation’s accuracy in POI domains?.- An Evaluation of Low-quality Content Detection Strategies: Which Attributes Are Still Relevant, Which Are Not?.- eighted Ensemble Methods for Predicting Train Delays.- A Smart Ecosystem for Learning and Inclusion: An Architectural Overview.- .- Unsupervised Learning and Feature Extraction in Hyperspectral Imagery.- Factors Aﬀecting the Cost to Accuracy Balance for Real-Time Video-Based Action Recognition.- Innovation, technology and user experience in museums: Insights from scientific Literature.- Kalman Filter Employment in Image Processing.- Migrationof Artificial Neural Networks to Smartphones.- A Hybrid Deep Learning Approach for Systemic Financial Risk Prediction.- Ambient intelligence systems for the elderly: A privacy perspective.- Synchronization Analysis in Models of Coupled Oscillators.- Classification of Actors in Social Networks using RLVECO.- Detecting Apples in Orchards using YOLO-v3.- Complex Network Construction for Interactive Image Segmentation using Particle Competition and Cooperation: A New Approach.- Convolutional Neural Networks for Automatic Classification of Diseased Leaves: The Impact of Dataset Size and Fine-tuning.- A Kinect-based Gesture Acquisition and Reproduction System for Humanoid Robots.- A Novel Big Data Analytics Approach for Supporting Cyber Attack Detection via Non-Linear Analytic Prediction of IP Addresses.- A Big-Data Variational Bayesian Framework for Supporting the Prediction of Functional Outcomes in Wake-Up Stroke Patients.- Latent Weights Generating for Few Shot Learning Using Information Theory.- Improving the clustering algorithms automatic generation process with cluster quality indexes.- Dynamic community detection into analyzing of wildfires events.

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