Computational Science and Its Applications – ICCSA 2020 20th International Conference, Cagliari, Italy, July 1–4, 2020, Proceedings, Part I
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. Due to COVID-19 pandemic the conference was organized in an online event. Computational Scienc...
| Other Authors: | , , , |
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| Format: | eBook |
| Language: | English |
| Published: |
Cham
Springer International Publishing
2020, 2020
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| Edition: | 1st ed. 2020 |
| Series: | Theoretical Computer Science and General Issues
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| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- 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
- 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
- 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
- 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
- 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