LEADER 08891nam 22007575 450 001 996418299103316 005 20230330013848.0 010 $a3-030-50371-2 024 7 $a10.1007/978-3-030-50371-0 035 $a(CKB)5310000000016597 035 $a(MiAaPQ)EBC6231518 035 $a(DE-He213)978-3-030-50371-0 035 $a(PPN)248595377 035 $a(EXLCZ)995310000000016597 100 $a20200618d2020 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aComputational Science ? ICCS 2020$b[electronic resource] $e20th International Conference, Amsterdam, The Netherlands, June 3?5, 2020, Proceedings, Part I /$fedited by Valeria V. Krzhizhanovskaya, Gábor Závodszky, Michael H. Lees, Jack J. Dongarra, Peter M. A. Sloot, Sérgio Brissos, Joăo Teixeira 205 $a1st ed. 2020. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2020. 215 $a1 online resource (726 pages) 225 1 $aTheoretical Computer Science and General Issues,$x2512-2029 ;$v12137 311 $a3-030-50370-4 327 $aICCS Main Track -- An efficient new static scheduling heuristic for accelerated architectures -- Multilevel Parallel Computations for Solving Multistage Multicriteria Optimization Problems -- Enabling Hardware Affinity in JVM-based Applications: A Case Study for Big Data -- An optimizing multi-platform source-to-source compiler framework for the NEURON MODeling Language -- Parallel numerical solution of a 2D Chemotaxis-Stokes system on GPUs technology -- Automatic management of cloud applications with use of Proximal Policy Optimization -- Utilizing GPU Performance Counters to Characterize GPU Kernels via Machine Learning -- A massively parallel algorithm for the three-dimensional Navier-Stokes-Boussinesq simulations of the atmospheric phenomena -- Reconstruction of Low Energy Neutrino Events with GPUs at IceCube -- Cache-Aware Matrix Polynomials -- QEScalor: Quantitative Elastic Scaling Framework in Distributed Streaming Processing -- From Conditional Independence to Parallel Execution in Hierarchical Models -- Improving performance of the Hypre iterative solver for Uintah combustion codes on manycore architectures using MPI Endpoints and Kernel Consolidation -- Analysis of Checkpoint I/O behavior -- Enabling EASEY deployment of containerized applications for future HPC systems -- Reproducibility of computational experiments on Kubernetes-managed container clouds with HyperFlow -- GPU-accelerated RDP Algorithm for Data Segmentation -- Sparse Matrix-Based HPC Tomography -- heFFTe: Highly Efficient FFT for Exascale -- Scalable Workflow-Driven Hydrologic Analysis in HydroFrame -- Patient-specific cardiac parametrization from Eikonal simulations -- An Empirical Analysis of Predictors for Workload Estimation in Healthcare -- How You Say Or What You Say? Neural Activity in Message Credibility Evaluation -- Look Who?s Talking: Modeling Decision Making Based on Source Credibility -- An Adaptive Network Model for Burnout and Dreaming -- Computational Analysis of the Adaptive Causal Relationships between Cannabis, Anxiety and Sleep -- Detecting Critical Transitions in the Human Innate Immune System Post-Cardiac Surgery -- Using individual-based models to look beyond the horizon: the changing e?ects of household-based clustering of susceptibility to measles in the next 20 years -- Modelling the e?ects of antibiotics on gut flora using a nonlinear compartment model with uncertain parameters -- Stochastic volatility and early warning indicator -- Boost and Burst: Bubbles in the Bitcoin Market -- Estimation of tipping points for critical and transitional regimes in the evolution of complex interbank network -- Modeling of Fire Spread including Di?erent Heat Transfer Mechanisms using Cellular Automata -- Narrow passage problem solution for motion planning -- Fault Injection, Detection and Treatment in Simulated Autonomous Vehicles -- Using Cellular Automata to Model High Density Pedestrian Dynamics -- Autonomous Vehicles as Local Traffic Optimizers -- Modeling Helping Behavior in Emergency Evacuations using Volunteer?s Dilemma Game -- Learning Mixed Traffic Signatures in Shared Networks -- A Novel Metric to Evaluate In Situ Workflows -- Social Recommendation in Dynamic Evolving Relation Network -- DDNE: Discriminative Distance Metric Learning for Network Embedding -- Extracting Backbone Structure of a Road Network from Raw Data -- Look Deep into the New Deep Network: A Measurement Study on the ZeroNet -- Identifying influential spreaders on a weighted network using HookeRank method -- Community aware models of meme spreading in micro-blog social networks -- Dynamic Vote-Rank Based Approach for E?ective Sequential Initialization of Information Spreading Processes within Complex Networks -- On the Planarity of Validated Complexes of Model Organisms in Protein-Protein Interaction Networks -- Towards Modeling of Information Processing within Business-Processes of Service-Providing Organizations -- A Probabilistic Infection Model for Efficient Trace-Prediction of Disease Outbreaks in Contact Networks -- Eigen-AD: Algorithmic Di?erentiation of the Eigen Library. 330 $aThe seven-volume set LNCS 12137, 12138, 12139, 12140, 12141, 12142, and 12143 constitutes the proceedings of the 20th International Conference on Computational Science, ICCS 2020, held in Amsterdam, The Netherlands, in June 2020.* The total of 101 papers and 248 workshop papers presented in this book set were carefully reviewed and selected from 719 submissions (230 submissions to the main track and 489 submissions to the workshops). The papers were organized in topical sections named: Part I: ICCS Main Track Part II: ICCS Main Track Part III: Advances in High-Performance Computational Earth Sciences: Applications and Frameworks; Agent-Based Simulations, Adaptive Algorithms and Solvers; Applications of Computational Methods in Artificial Intelligence and Machine Learning; Biomedical and Bioinformatics Challenges for Computer Science Part IV: Classifier Learning from Difficult Data; Complex Social Systems through the Lens of Computational Science; Computational Health; Computational Methods for Emerging Problems in (Dis-)Information Analysis Part V: Computational Optimization, Modelling and Simulation; Computational Science in IoT and Smart Systems; Computer Graphics, Image Processing and Artificial Intelligence Part VI: Data Driven Computational Sciences; Machine Learning and Data Assimilation for Dynamical Systems; Meshfree Methods in Computational Sciences; Multiscale Modelling and Simulation; Quantum Computing Workshop Part VII: Simulations of Flow and Transport: Modeling, Algorithms and Computation; Smart Systems: Bringing Together Computer Vision, Sensor Networks and Machine Learning; Software Engineering for Computational Science; Solving Problems with Uncertainties; Teaching Computational Science; UNcErtainty QUantIficatiOn for ComputationAl modeLs *The conference was canceled due to the COVID-19 pandemic. 410 0$aTheoretical Computer Science and General Issues,$x2512-2029 ;$v12137 606 $aComputer science 606 $aComputer engineering 606 $aComputer networks 606 $aComputer science?Mathematics 606 $aArtificial intelligence 606 $aLogic design 606 $aTheory of Computation 606 $aComputer Engineering and Networks 606 $aMathematics of Computing 606 $aArtificial Intelligence 606 $aLogic Design 615 0$aComputer science. 615 0$aComputer engineering. 615 0$aComputer networks. 615 0$aComputer science?Mathematics. 615 0$aArtificial intelligence. 615 0$aLogic design. 615 14$aTheory of Computation. 615 24$aComputer Engineering and Networks. 615 24$aMathematics of Computing. 615 24$aArtificial Intelligence. 615 24$aLogic Design. 676 $a004 702 $aKrzhizhanovskaya$b Valeria V$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aZávodszky$b Gábor$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aLees$b Michael H$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aDongarra$b Jack J$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aSloot$b Peter M. A$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aBrissos$b Sérgio$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aTeixeira$b Joăo$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996418299103316 996 $aComputational Science ? ICCS 2020$91919275 997 $aUNISA