Computational science - ICCS 2021 : 21st international conference, Krakow, Poland, June 16-18, 2021 : proceedings. Part I / Maciej Paszynski, Dieter Kranzlmüller, Valeria V. Krzhizhanovskaya, Jack J. Dongarra, Peter M.A. Sloot (eds.)
The six-volume set LNCS 12742, 12743, 12744, 12745, 12746, and 12747 constitutes the proceedings of the 21st International Conference on Computational Science, ICCS 2021, held in Krakow, Poland, in June 2021.* The total of 260 full papers and 57 short papers presented in this book set were carefully...
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| Other Authors: | , , , , |
| Other title: | ICCS 2021. |
| Format: | Conference Proceeding eBook |
| Language: | English |
| Published: |
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Springer,
[2021]
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| Series: | Lecture notes in computer science ;
12742. LNCS sublibrary. Theoretical computer science and general issues. |
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Table of Contents:
- ICCS Main Track
- Smoothing Speed Variability in Age-Friendly Urban Traffic Management
- An innovative employment of NetLogo AIDS model in developing a new chain coding mechanism for compression
- Simulation modeling of epidemic risk in supermarkets: Investigating the impact of social distancing and checkout zone design
- A multi-cell cellular automata model of traffic flow with emergency vehicles: effect of a corridor of life
- HSLF: HTTP Header Sequence based LSH fingerprints for Application Traffic Classification
- Music genre classification: looking for the Perfect Network
- Big Data for National Security in the Era of COVID-19
- Efficient prediction of spatio-temporal events on the example of the availability of vehicles rented per minute
- Grouped Multi-Layer Echo State Networks with Self-Normalizing Activations
- SGAIN, WSGAIN-CP and WSGAIN-GP: Novel Gan Methods for Missing Data Imputation
- Deep learning driven self-adaptive hp finite element method
- Machine-Learning Based Prediction of Multiple Types of Network Traffic
- Scalable handwritten text recognition system for lexicographic sources of under-resourced languages and alphabets
- Out-plant milk-run-driven mission planning subject to dynamic changes of date and place delivery
- An Efficient Hybrid Planning Framework for In-Station Train Dispatching
- Evaluating energy-aware scheduling algorithms for I/O-intensive scientific workflows
- A Job Shop Scheduling Problem with Due Dates under Conditions of Uncertainty
- New variants of SDLS algorithm for LABS problem dedicated to GPGPU architectures
- Highly Effective GPU Realization of Discrete Wavelet Transform for Big-Data Problems
- A Dynamic Replication Approach for Monte Carlo Photon Transport on Heterogeneous Architectures
- Scientific workflow management on hybrid clouds with cloud bursting and transparent data access
- Scaling Simulation of Continuous Urban Traffic Model for High Performance Computing System
- A Semi-Supervised Approach for Trajectory Segmentation to Identify Different Moisture Processes in the Atmosphere
- mRelief: A Reward Penalty based Feature SubsetSelection Considering Data Overlapping Problem
- Reconstruction of Long-Lived Particles in LHCb CERN Project by Data Analysis and Computational Intelligence Methods
- Motion Trajectory Grouping for Human Head Gestures Related to Facial Expressions
- DenLAC: Density Levels Aggregation Clustering - A Flexible Clustering Method
- Acceleration of the Robust Newton Method by the use of the S-iteration
- A New Approach to Eliminate Rank Reversal in the MCDA problems
- Validating Optimal COVID-19 Vaccine Distribution Models
- RNACache: Fast Mapping of RNA-Seq Reads to Transcriptomes using MinHashing
- Digital image reduction for analysis of topological changes in pore space during chemical dissolution
- Oil and Gas Reservoirs Parameters Analysis Using Mixed Learning of Bayesian Networks
- Analytic and Numerical Solutions of Space-Time Fractional Diffusion Wave Equations with different Fractional order
- Chebyshev-type rational approximations of the one-way Helmholtz equation for solving a class of wave propagation problems
- Investigating In Situ Reduction via Lagrangian Representations for Cosmology and Seismology Applications
- Revolve-Based Adjoint Checkpointing for Multistage Time Integration
- Comprehensive regularization of PIES for problems modeled by 2D Laplace's equation
- High Resolution TVD Scheme based on Fuzzy Modifiers for Shallow-Water equations
- PIES for viscoelastic analysis
- Fast and Accurate Determination of Graph Node Connectivity Leveraging Approximate Methods
- An Exact Algorithm for Finite Metric Space Embedding into a Euclidean Space when the Dimension of the Space is not Known
- Resolving Policy Conflicts for Cross-Domain Access Control: A Double Auction Approach
- An Adaptive Network Model for Procrastination Behaviour Including Self-Regulation and Emotion Regulation
- Improved Lower Bounds for the Cyclic Bandwidth Problem
- Co-evolution of Knowledge Diffusion and Absorption: A Simulation-Based Analysis
- Estimation of Road Lighting Power Efficiency Using Graph-Controlled Spatial Data Interpretation
- Embedding alignment methods in dynamic networks
- The OpenPME Problem Solving Environment for Numerical Simulations
- Building a Prototype for Easy to Use Collaborative Immersive Analytics
- Implementation of Auditable Blockchain Voting System with Hyperledger Fabric
- Quantum Data Hub: A Collaborative Data and Analysis Platform for Quantum Material Science
- Hierarchical Analysis of Halo Center in Cosmology
- Fast Click-Through Rate Estimation using Data Aggregates
- A Model for Predicting n-gram Frequency Distribution in Large Corpora
- Exploiting Extensive External Information for Event Detection through Semantic Networks Word Representation and Attention Map
- A New Consistency Coefficient in the Multi-Criteria Decision Analysis Domain
- Predicting the Age of Scientific Papers
- Data Augmentation for Copy-Mechanism in Dialogue State Tracking
- Ensemble Labeling Towards Scientific Information Extraction (ELSIE)
- Error estimation and correction using the forward CENA method
- Monte Carlo Approach to the Computational Capacities Analysis of the Computing Continuum.