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Computational Science  ICCS 2019 : 19th International Conference, Faro, Portugal, June 1214, 2019, Proceedings, Part IV, edited by João M. F. Rodrigues, Pedro J. S. Cardoso, Jânio Monteiro, Roberto Lam, Valeria V. Krzhizhanovskaya, Michael H. Lees, Jack J. Dongarra, Peter M.A. Sloot, (electronic resource)
The Resource Computational Science  ICCS 2019 : 19th International Conference, Faro, Portugal, June 1214, 2019, Proceedings, Part IV, edited by João M. F. Rodrigues, Pedro J. S. Cardoso, Jânio Monteiro, Roberto Lam, Valeria V. Krzhizhanovskaya, Michael H. Lees, Jack J. Dongarra, Peter M.A. Sloot, (electronic resource)
Computational Science  ICCS 2019 : 19th International Conference, Faro, Portugal, June 1214, 2019, Proceedings, Part IV, edited by João M. F. Rodrigues, Pedro J. S. Cardoso, Jânio Monteiro, Roberto Lam, Valeria V. Krzhizhanovskaya, Michael H. Lees, Jack J. Dongarra, Peter M.A. Sloot, (electronic resource)
Resource Information
The item Computational Science  ICCS 2019 : 19th International Conference, Faro, Portugal, June 1214, 2019, Proceedings, Part IV, edited by João M. F. Rodrigues, Pedro J. S. Cardoso, Jânio Monteiro, Roberto Lam, Valeria V. Krzhizhanovskaya, Michael H. Lees, Jack J. Dongarra, Peter M.A. Sloot, (electronic resource) represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in Boston University Libraries.This item is available to borrow from all library branches.
Resource Information
The item Computational Science  ICCS 2019 : 19th International Conference, Faro, Portugal, June 1214, 2019, Proceedings, Part IV, edited by João M. F. Rodrigues, Pedro J. S. Cardoso, Jânio Monteiro, Roberto Lam, Valeria V. Krzhizhanovskaya, Michael H. Lees, Jack J. Dongarra, Peter M.A. Sloot, (electronic resource) represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in Boston University Libraries.
This item is available to borrow from all library branches.
 Summary
 The fivevolume set LNCS 11536, 11537, 11538, 11539 and 11540 constitutes the proceedings of the 19th International Conference on Computational Science, ICCS 2019, held in Faro, Portugal, in June 2019. The total of 65 full papers and 168 workshop papers presented in this book set were carefully reviewed and selected from 573 submissions (228 submissions to the main track and 345 submissions to the workshops). The papers were organized in topical sections named: Part I: ICCS Main Track Part II: ICCS Main Track; Track of Advances in HighPerformance Computational Earth Sciences: Applications and Frameworks; Track of AgentBased Simulations, Adaptive Algorithms and Solvers; Track of Applications of Matrix Methods in Artificial Intelligence and Machine Learning; Track of Architecture, Languages, Compilation and Hardware Support for Emerging and Heterogeneous Systems Part III: Track of Biomedical and Bioinformatics Challenges for Computer Science; Track of Classifier Learning from Difficult Data; Track of Computational Finance and Business Intelligence; Track of Computational Optimization, Modelling and Simulation; Track of Computational Science in IoT and Smart Systems Part IV: Track of DataDriven Computational Sciences; Track of Machine Learning and Data Assimilation for Dynamical Systems; Track of Marine Computing in the Interconnected World for the Benefit of the Society; Track of Multiscale Modelling and Simulation; Track of Simulations of Flow and Transport: Modeling, Algorithms and Computation Part V: Track of Smart Systems: Computer Vision, Sensor Networks and Machine Learning; Track of Solving Problems with Uncertainties; Track of Teaching Computational Science; Poster Track ICCS 2019 Chapter "Comparing Domaindecomposition Methods for the Parallelization of Distributed Land Surface Models" is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com
 Language
 eng
 Extent
 XIX, 663 p. 407 illus., 266 illus. in color.
 Contents

 Track of DataDriven Computational Sciences
 Nonparametric Approach to Weak Signal Detection in the Search for Extraterrestrial Intelligence (SETI)
 Parallel Strongly Connected Components Detection with Multipartition on GPUs
 Efficient Parallel Associative Classification based on Rules Memoization
 Integrated Clustering and Anomaly Detection (INCAD) for Streaming Data
 An Implementation of Coupled DualPorosityStokes Model with FEniCS
 Anomaly Detection in Social Media using Recurrent Neural Network
 Conditional BERT Contextual Augmentation
 An innovative and reliable water leak detection service supported by dataintensive remote sensing processing
 Track of Machine Learning and Data Assimilation for Dynamical Systems
 Scalable Weak Constraint Gaussian Processes
 A LearningBased Approach for Uncertainty Analysis in Numerical Weather Prediction Models
 Kernel embedded nonlinear observational mappings in the variational mapping particle filter
 Data assimilation in a nonlinear timedelayed dynamical system with Lagrangian optimization
 Machine learning to approximate solutions of ordinary differential equations: Neural networks vs. linear regressors
 Kernel Methods for DiscreteTime Linear Equations
 PhysicsInformed Echo State Networks for Chaotic Systems Forecasting
 Tuning Covariance Localization using Machine Learning
 Track of Marine Computing in the Interconnected World for the Benefit of the Society
 Marine and Atmospheric Forecast Computational System for Nautical Sports in Guanabara Bay (Brazil)
 An integrated perspective of the Operational Forecasting System in Rias Baixas (Galicia, Spain) with observational data and endusers
 Climate evaluation of a highresolution regional model over the Canary current upwelling system
 Validating Ocean General Circulation Models via Lagrangian particle simulation and data from drifting buoys
 Implementation of a 3dimentional hydrodynamic model to a fish aquaculture area in Sines, Portugal  A downscaling approach
 Numerical characterization of the Douro River plume
 The Impact of Sea Level Rise in the Guadiana Estuary
 Estuarine light attenuation modelling towards improved management of coastal fisheries
 The NARVAL software toolbox in support of ocean model skill assessment at regional and coastal scales
 Salinity control on Saigon river downstream of Dautieng reservoir within multiobjective simulationoptimisation framework for reservoir operation
 Clustering hydrographic conditions in Galician estuaries
 Early Warning Systems for Shellfish Safety  The Pivotal Role of Computational Science
 Track of Multiscale Modelling and Simulation
 Creating a reusable crossdisciplinary multiscale and multiphysics framework: from AMUSE to OMUSE and beyond
 A SemiLagrangian Multiscale Framework for AdvectionDominant Problems
 A Multiscale Model of Atherosclerotic Plaque Development: toward a Coupling between an AgentBased Model and CFD Simulations
 Special Aspects of Hybrid KineticHydrodynamic Model When Describing the Shape of Shockwaves
 Computational Analysis of Pulsed Radiofrequency Ablation in Treating Chronic Pain
 MaMiCo: Parallel Noise Reduction for MultiInstance MolecularContinuum Flow Simulation
 ProjectionBased Model Reduction Using Asymptotic Basis Functions
 Introducing VECMAtk  verification, validation and uncertainty quantification for multiscale and HPC simulations
 Track of Simulations of Flow and Transport: Modeling, Algorithms and Computation
 deal.II Implementation of a Weak Galerkin Finite Element Solver for Darcy Flow
 Recovery of the Interface Velocity for the Incompressible Flow in Enhanced Velocity Mixed Finite Element Method
 A New Approach to Solve the StokesDarcyTransport System Applying Stabilized Finite Element Methods
 Energy Stable Simulation of TwoPhase Equilibria with Capillarity
 Effects of Numerical Integration on DLM/FD Method for Solving Interface Problems with BodyUnfitted Meshes
 Application of a Double Potential Method to Simulate Incompressible Viscous Flows
 A bubble formation in the twophase system
 Performance of a TwoPath Aliasing Free Calculation of a Spectral DNS Code
 DNS of mass transfer from bubbles rising in a vertical channel
 A Hybrid Vortex Method for the simulation of 3D incompressible flows
 Accelerated Phase Equilibrium Predictions for Subsurface Reservoirs Using Deep Learning Methods
 Study on the thermalhydraulic coupling model for the enhanced geothermal systems
 Modelling of thermal transport in wire + arc additive manufacturing process
 Isbn
 9783030227470
 Label
 Computational Science  ICCS 2019 : 19th International Conference, Faro, Portugal, June 1214, 2019, Proceedings, Part IV
 Title
 Computational Science  ICCS 2019
 Title remainder
 19th International Conference, Faro, Portugal, June 1214, 2019, Proceedings, Part IV
 Statement of responsibility
 edited by João M. F. Rodrigues, Pedro J. S. Cardoso, Jânio Monteiro, Roberto Lam, Valeria V. Krzhizhanovskaya, Michael H. Lees, Jack J. Dongarra, Peter M.A. Sloot
 Subject

 Computer vision
 Logic Design
 Artificial Intelligence
 Artificial intelligence
 Image Processing and Computer Vision
 Electronic resources
 Information theory
 Theory of Computation
 Computer Systems Organization and Communication Networks
 Mathematics of Computing
 Logic design
 Computer network architectures
 Computer science
 Language
 eng
 Summary
 The fivevolume set LNCS 11536, 11537, 11538, 11539 and 11540 constitutes the proceedings of the 19th International Conference on Computational Science, ICCS 2019, held in Faro, Portugal, in June 2019. The total of 65 full papers and 168 workshop papers presented in this book set were carefully reviewed and selected from 573 submissions (228 submissions to the main track and 345 submissions to the workshops). The papers were organized in topical sections named: Part I: ICCS Main Track Part II: ICCS Main Track; Track of Advances in HighPerformance Computational Earth Sciences: Applications and Frameworks; Track of AgentBased Simulations, Adaptive Algorithms and Solvers; Track of Applications of Matrix Methods in Artificial Intelligence and Machine Learning; Track of Architecture, Languages, Compilation and Hardware Support for Emerging and Heterogeneous Systems Part III: Track of Biomedical and Bioinformatics Challenges for Computer Science; Track of Classifier Learning from Difficult Data; Track of Computational Finance and Business Intelligence; Track of Computational Optimization, Modelling and Simulation; Track of Computational Science in IoT and Smart Systems Part IV: Track of DataDriven Computational Sciences; Track of Machine Learning and Data Assimilation for Dynamical Systems; Track of Marine Computing in the Interconnected World for the Benefit of the Society; Track of Multiscale Modelling and Simulation; Track of Simulations of Flow and Transport: Modeling, Algorithms and Computation Part V: Track of Smart Systems: Computer Vision, Sensor Networks and Machine Learning; Track of Solving Problems with Uncertainties; Track of Teaching Computational Science; Poster Track ICCS 2019 Chapter "Comparing Domaindecomposition Methods for the Parallelization of Distributed Land Surface Models" is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com
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 Image bit depth
 0
 LC call number
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 Literary form
 non fiction
 http://library.link/vocab/relatedWorkOrContributorName

 Rodrigues, João M. F.
 Cardoso, Pedro J. S.
 Monteiro, Janio
 Lam, Roberto.
 Krzhizhanovskaya, Valeria V.
 Lees, Michael H.
 Dongarra, J. J.
 Sloot, Peter M.A.
 SpringerLink
 Series statement
 Theoretical Computer Science and General Issues
 Series volume
 11539
 http://library.link/vocab/subjectName

 Information theory
 Artificial intelligence
 Computer network architectures
 Logic design
 Computer vision
 Computer science
 Theory of Computation
 Artificial Intelligence
 Computer Systems Organization and Communication Networks
 Logic Design
 Image Processing and Computer Vision
 Mathematics of Computing
 Label
 Computational Science  ICCS 2019 : 19th International Conference, Faro, Portugal, June 1214, 2019, Proceedings, Part IV, edited by João M. F. Rodrigues, Pedro J. S. Cardoso, Jânio Monteiro, Roberto Lam, Valeria V. Krzhizhanovskaya, Michael H. Lees, Jack J. Dongarra, Peter M.A. Sloot, (electronic resource)
 Antecedent source
 mixed
 Carrier category
 online resource
 Carrier category code
 cr
 Carrier MARC source
 rdacarrier
 Color
 not applicable
 Content category
 text
 Content type code
 txt
 Content type MARC source
 rdacontent
 Contents
 Track of DataDriven Computational Sciences  Nonparametric Approach to Weak Signal Detection in the Search for Extraterrestrial Intelligence (SETI)  Parallel Strongly Connected Components Detection with Multipartition on GPUs  Efficient Parallel Associative Classification based on Rules Memoization  Integrated Clustering and Anomaly Detection (INCAD) for Streaming Data  An Implementation of Coupled DualPorosityStokes Model with FEniCS  Anomaly Detection in Social Media using Recurrent Neural Network  Conditional BERT Contextual Augmentation  An innovative and reliable water leak detection service supported by dataintensive remote sensing processing  Track of Machine Learning and Data Assimilation for Dynamical Systems  Scalable Weak Constraint Gaussian Processes  A LearningBased Approach for Uncertainty Analysis in Numerical Weather Prediction Models  Kernel embedded nonlinear observational mappings in the variational mapping particle filter  Data assimilation in a nonlinear timedelayed dynamical system with Lagrangian optimization  Machine learning to approximate solutions of ordinary differential equations: Neural networks vs. linear regressors  Kernel Methods for DiscreteTime Linear Equations  PhysicsInformed Echo State Networks for Chaotic Systems Forecasting  Tuning Covariance Localization using Machine Learning  Track of Marine Computing in the Interconnected World for the Benefit of the Society  Marine and Atmospheric Forecast Computational System for Nautical Sports in Guanabara Bay (Brazil)  An integrated perspective of the Operational Forecasting System in Rias Baixas (Galicia, Spain) with observational data and endusers  Climate evaluation of a highresolution regional model over the Canary current upwelling system  Validating Ocean General Circulation Models via Lagrangian particle simulation and data from drifting buoys  Implementation of a 3dimentional hydrodynamic model to a fish aquaculture area in Sines, Portugal  A downscaling approach  Numerical characterization of the Douro River plume  The Impact of Sea Level Rise in the Guadiana Estuary  Estuarine light attenuation modelling towards improved management of coastal fisheries  The NARVAL software toolbox in support of ocean model skill assessment at regional and coastal scales  Salinity control on Saigon river downstream of Dautieng reservoir within multiobjective simulationoptimisation framework for reservoir operation  Clustering hydrographic conditions in Galician estuaries  Early Warning Systems for Shellfish Safety  The Pivotal Role of Computational Science  Track of Multiscale Modelling and Simulation  Creating a reusable crossdisciplinary multiscale and multiphysics framework: from AMUSE to OMUSE and beyond  A SemiLagrangian Multiscale Framework for AdvectionDominant Problems  A Multiscale Model of Atherosclerotic Plaque Development: toward a Coupling between an AgentBased Model and CFD Simulations  Special Aspects of Hybrid KineticHydrodynamic Model When Describing the Shape of Shockwaves  Computational Analysis of Pulsed Radiofrequency Ablation in Treating Chronic Pain  MaMiCo: Parallel Noise Reduction for MultiInstance MolecularContinuum Flow Simulation  ProjectionBased Model Reduction Using Asymptotic Basis Functions  Introducing VECMAtk  verification, validation and uncertainty quantification for multiscale and HPC simulations  Track of Simulations of Flow and Transport: Modeling, Algorithms and Computation  deal.II Implementation of a Weak Galerkin Finite Element Solver for Darcy Flow  Recovery of the Interface Velocity for the Incompressible Flow in Enhanced Velocity Mixed Finite Element Method  A New Approach to Solve the StokesDarcyTransport System Applying Stabilized Finite Element Methods  Energy Stable Simulation of TwoPhase Equilibria with Capillarity  Effects of Numerical Integration on DLM/FD Method for Solving Interface Problems with BodyUnfitted Meshes  Application of a Double Potential Method to Simulate Incompressible Viscous Flows  A bubble formation in the twophase system  Performance of a TwoPath Aliasing Free Calculation of a Spectral DNS Code  DNS of mass transfer from bubbles rising in a vertical channel  A Hybrid Vortex Method for the simulation of 3D incompressible flows  Accelerated Phase Equilibrium Predictions for Subsurface Reservoirs Using Deep Learning Methods  Study on the thermalhydraulic coupling model for the enhanced geothermal systems  Modelling of thermal transport in wire + arc additive manufacturing process
 Dimensions
 unknown
 Extent
 XIX, 663 p. 407 illus., 266 illus. in color.
 File format
 multiple file formats
 Form of item
 electronic
 Isbn
 9783030227470
 Level of compression
 uncompressed
 Media category
 computer
 Media MARC source
 rdamedia
 Media type code
 c
 Other control number
 10.1007/9783030227470
 Other physical details
 online resource.
 Quality assurance targets
 absent
 Reformatting quality
 access
 Specific material designation
 remote
 System control number
 (DEHe213)9783030227470
 Label
 Computational Science  ICCS 2019 : 19th International Conference, Faro, Portugal, June 1214, 2019, Proceedings, Part IV, edited by João M. F. Rodrigues, Pedro J. S. Cardoso, Jânio Monteiro, Roberto Lam, Valeria V. Krzhizhanovskaya, Michael H. Lees, Jack J. Dongarra, Peter M.A. Sloot, (electronic resource)
 Antecedent source
 mixed
 Carrier category
 online resource
 Carrier category code
 cr
 Carrier MARC source
 rdacarrier
 Color
 not applicable
 Content category
 text
 Content type code
 txt
 Content type MARC source
 rdacontent
 Contents
 Track of DataDriven Computational Sciences  Nonparametric Approach to Weak Signal Detection in the Search for Extraterrestrial Intelligence (SETI)  Parallel Strongly Connected Components Detection with Multipartition on GPUs  Efficient Parallel Associative Classification based on Rules Memoization  Integrated Clustering and Anomaly Detection (INCAD) for Streaming Data  An Implementation of Coupled DualPorosityStokes Model with FEniCS  Anomaly Detection in Social Media using Recurrent Neural Network  Conditional BERT Contextual Augmentation  An innovative and reliable water leak detection service supported by dataintensive remote sensing processing  Track of Machine Learning and Data Assimilation for Dynamical Systems  Scalable Weak Constraint Gaussian Processes  A LearningBased Approach for Uncertainty Analysis in Numerical Weather Prediction Models  Kernel embedded nonlinear observational mappings in the variational mapping particle filter  Data assimilation in a nonlinear timedelayed dynamical system with Lagrangian optimization  Machine learning to approximate solutions of ordinary differential equations: Neural networks vs. linear regressors  Kernel Methods for DiscreteTime Linear Equations  PhysicsInformed Echo State Networks for Chaotic Systems Forecasting  Tuning Covariance Localization using Machine Learning  Track of Marine Computing in the Interconnected World for the Benefit of the Society  Marine and Atmospheric Forecast Computational System for Nautical Sports in Guanabara Bay (Brazil)  An integrated perspective of the Operational Forecasting System in Rias Baixas (Galicia, Spain) with observational data and endusers  Climate evaluation of a highresolution regional model over the Canary current upwelling system  Validating Ocean General Circulation Models via Lagrangian particle simulation and data from drifting buoys  Implementation of a 3dimentional hydrodynamic model to a fish aquaculture area in Sines, Portugal  A downscaling approach  Numerical characterization of the Douro River plume  The Impact of Sea Level Rise in the Guadiana Estuary  Estuarine light attenuation modelling towards improved management of coastal fisheries  The NARVAL software toolbox in support of ocean model skill assessment at regional and coastal scales  Salinity control on Saigon river downstream of Dautieng reservoir within multiobjective simulationoptimisation framework for reservoir operation  Clustering hydrographic conditions in Galician estuaries  Early Warning Systems for Shellfish Safety  The Pivotal Role of Computational Science  Track of Multiscale Modelling and Simulation  Creating a reusable crossdisciplinary multiscale and multiphysics framework: from AMUSE to OMUSE and beyond  A SemiLagrangian Multiscale Framework for AdvectionDominant Problems  A Multiscale Model of Atherosclerotic Plaque Development: toward a Coupling between an AgentBased Model and CFD Simulations  Special Aspects of Hybrid KineticHydrodynamic Model When Describing the Shape of Shockwaves  Computational Analysis of Pulsed Radiofrequency Ablation in Treating Chronic Pain  MaMiCo: Parallel Noise Reduction for MultiInstance MolecularContinuum Flow Simulation  ProjectionBased Model Reduction Using Asymptotic Basis Functions  Introducing VECMAtk  verification, validation and uncertainty quantification for multiscale and HPC simulations  Track of Simulations of Flow and Transport: Modeling, Algorithms and Computation  deal.II Implementation of a Weak Galerkin Finite Element Solver for Darcy Flow  Recovery of the Interface Velocity for the Incompressible Flow in Enhanced Velocity Mixed Finite Element Method  A New Approach to Solve the StokesDarcyTransport System Applying Stabilized Finite Element Methods  Energy Stable Simulation of TwoPhase Equilibria with Capillarity  Effects of Numerical Integration on DLM/FD Method for Solving Interface Problems with BodyUnfitted Meshes  Application of a Double Potential Method to Simulate Incompressible Viscous Flows  A bubble formation in the twophase system  Performance of a TwoPath Aliasing Free Calculation of a Spectral DNS Code  DNS of mass transfer from bubbles rising in a vertical channel  A Hybrid Vortex Method for the simulation of 3D incompressible flows  Accelerated Phase Equilibrium Predictions for Subsurface Reservoirs Using Deep Learning Methods  Study on the thermalhydraulic coupling model for the enhanced geothermal systems  Modelling of thermal transport in wire + arc additive manufacturing process
 Dimensions
 unknown
 Extent
 XIX, 663 p. 407 illus., 266 illus. in color.
 File format
 multiple file formats
 Form of item
 electronic
 Isbn
 9783030227470
 Level of compression
 uncompressed
 Media category
 computer
 Media MARC source
 rdamedia
 Media type code
 c
 Other control number
 10.1007/9783030227470
 Other physical details
 online resource.
 Quality assurance targets
 absent
 Reformatting quality
 access
 Specific material designation
 remote
 System control number
 (DEHe213)9783030227470
Subject
 Artificial Intelligence
 Artificial intelligence
 Computer Systems Organization and Communication Networks
 Computer network architectures
 Computer science
 Computer vision
 Electronic resources
 Image Processing and Computer Vision
 Information theory
 Logic Design
 Logic design
 Mathematics of Computing
 Theory of Computation
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<div class="citation" vocab="http://schema.org/"><i class="fa faexternallinksquare fafw"></i> Data from <span resource="http://link.bu.edu/portal/ComputationalScienceICCS201919th/Uz5hC4Q3mo/" typeof="Book http://bibfra.me/vocab/lite/Item"><span property="name http://bibfra.me/vocab/lite/label"><a href="http://link.bu.edu/portal/ComputationalScienceICCS201919th/Uz5hC4Q3mo/">Computational Science  ICCS 2019 : 19th International Conference, Faro, Portugal, June 1214, 2019, Proceedings, Part IV, edited by João M. F. Rodrigues, Pedro J. S. Cardoso, Jânio Monteiro, Roberto Lam, Valeria V. Krzhizhanovskaya, Michael H. Lees, Jack J. Dongarra, Peter M.A. Sloot, (electronic resource)</a></span>  <span property="potentialAction" typeOf="OrganizeAction"><span property="agent" typeof="LibrarySystem http://library.link/vocab/LibrarySystem" resource="http://link.bu.edu/"><span property="name http://bibfra.me/vocab/lite/label"><a property="url" href="http://link.bu.edu/">Boston University Libraries</a></span></span></span></span></div>