Autor Lees, Michael Harold
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Documentos disponibles escritos por este autor (3)
Hacer una sugerencia Refinar búsqueda18th International Conference, Wuxi, China, June 11–13, 2018, Proceedings, Part I / Shi, Yong ; Fu, Haohuan ; Tian, Yingjie ; Krzhizhanovskaya, Valeria V. ; Lees, Michael Harold ; Dongarra, Jack ; Sloot, Peter M. A.
Título : 18th International Conference, Wuxi, China, June 11–13, 2018, Proceedings, Part I Tipo de documento: documento electrónico Autores: Shi, Yong, ; Fu, Haohuan, ; Tian, Yingjie, ; Krzhizhanovskaya, Valeria V., ; Lees, Michael Harold, ; Dongarra, Jack, ; Sloot, Peter M. A., Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2018 Número de páginas: XXXIV, 730 p. 294 ilustraciones ISBN/ISSN/DL: 978-3-319-93698-7 Nota general: Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Palabras clave: Ciencias de la Computación Ingeniería Informática Red de computadoras Inteligencia artificial Protección de datos Ciencias sociales diseño lógico Teoría de la Computación Ingeniería Informática y Redes Seguridad de datos e información Aplicación informática en ciencias sociales y del comportamiento Índice Dewey: 40.151 Resumen: El conjunto de tres volúmenes LNCS 10860, 10861 + 10862 constituye las actas de la 18.ª Conferencia Internacional sobre Ciencias Computacionales, ICCS 2018, celebrada en Wuxi, China, en junio de 2018. El total de 155 artículos completos y 66 artículos breves presentados en este conjunto de libros fue cuidadosamente revisado y seleccionado entre 404 presentaciones. Los artículos se organizaron en secciones temáticas denominadas: Parte I: Vía principal de ICCS Parte II: Vía de avances en ciencias computacionales de la Tierra de alto rendimiento: aplicaciones y marcos; Seguimiento de simulaciones basadas en agentes, algoritmos adaptativos y solucionadores; Seguimiento de Aplicaciones de Métodos Matriciales en Inteligencia Artificial y Aprendizaje Automático; Seguimiento de arquitectura, lenguajes, compilación y soporte de hardware para sistemas ManYcore emergentes; Track de Desafíos Biomédicos y Bioinformáticos para la Informática; Track de Finanzas Computacionales e Inteligencia de Negocios; Pista de Optimización Computacional, Modelado y Simulación; Seguimiento de Datos, Modelado y Computación en IoT y Sistemas Inteligentes; Pista de Ciencias Computacionales Basadas en Datos; Seguimiento de métodos y algoritmos-matemáticos para escala extrema; Pista de Modelado y Simulación Multiescala Parte III: Pista de Simulaciones de Flujo y Transporte: Modelado, Algoritmos y Computación; Seguimiento de resolución de problemas con incertidumbres; Pista de Enseñanza de Ciencias Computacionales; Papeles para carteles. Nota de contenido: ICCS Main Track -- Optimizing the Efficiency, Vulnerability and Robustness of Road-based Para-transit Networks using Genetic Algorithm -- On the Configuration of Robust Static Parallel Portfolios for Efficient Plan Generation -- SDF-Net: Real-time Rigid Object Tracking Using a Deep Signed Distance Network -- Insider Threat Detection with Deep Neural Network -- Pheromone Model Based Visualization of Malware Distribution Networks -- Detecting Wildlife in Unmanned Aerial Systems Imagery using Convolutional Neural Networks Trained with an Automated Feedback Loop -- Incentive Mechanism for Cooperative Intrusion Detection: an Evolutionary Game Approach -- Hybrid Genetic Algorithm for an On-Demand First Mile Transit System using Electric Vehicles -- Comprehensive Learning Gene Expression Programming for Automatic Implicit Equation Discovery -- Multi-population Genetic Algorithm for Cardinality Constrained Portfolio Selection Problems -- Recognition and Classification of Rotorcraft by Micro-Doppler Signatures using Deep Learning -- Data Allocation based on Evolutionary Data Popularity Clustering -- Hyper-heuristic Online Learning for Self-assembling Swarm Robots -- An Innovative Heuristic for Planning-based Urban Traffic Control. -Automatic Web News Extraction Based on DS Theory Considering Content Topics -- DomainObserver: A Lightweight Solution for Detecting Malicious Domains Based on Dynamic Time Warping -- You Have More Abbreviations than You Know: A Study of AbbrevSquatting Abuse -- Large Scale Retrieval of Social Network Pages by Interests of Their Followers -- Parallel data-driven modeling of information spread in social networks -- Topology of Thematic Communities in Online Social Networks: A Comparative Study -- Topological street-network characterization through feature-vector and cluster analysis -- A distance-based tool-set to track inconsistent urban structures through complex-networks -- A Conceptual Framework for Social Movements Analytics for National Security -- Retweet Prediction using Social-aware Probabilistic Matrix Factorization -- Cascading Failure Based on Load Redistribution of a Smart Grid with Different Coupling Modes -- Measuring social responsiveness for improved handling of extreme situations -- A Computational Model-Based Framework to Plan Clinical Experiments – an Application to Vascular Adaptation Biology -- Accelerating Data Analysis in Simulation Neuroscience with Big Data Technologies -- Spiral wave drift induced by high-frequency forcing. Parallel simulation in the Luo-Rudy anisotropic model of cardiac tissue -- Understanding Malaria induced red blood cell deformation using data-driven Lattice Boltzmann Simulations -- Towards Model-based Policy Elaboration on City Scale using Game Theory: Application to Ambulance Dispatching -- Elucidation of Mechanism for Reducing Porosity in Electric Arc Spraying through CFD -- nSharma: Numerical Simulation Heterogeneity Aware Runtime Manager for OpenFOAM -- High Performance Computational Hydrodynamic Simulations: UPC Parallel Architecture as a Future Alternative -- Classifying Aircraft Approach Type in the National General Aviation Flight Information Database -- On Parametric Excitation for Exploration of Lava Tubes and Caves -- Global Simulation of Planetary Rings on Sunway TaihuLight -- Parallel Performance Analysis of Bacterial Biofilm Simulation Models -- Parallel Solutions to the k-difference Primer Problem -- RT-DBSCAN: Real-time Parallel Clustering of Spatio-Temporal Data using Spark-Streaming -- GPU-based implementation of Ptycho-ADMM for high performance X-ray imaging -- Elastic CPU Cap Mechanism for Timely Dataflow Applications -- Blockchain-based transaction integrity in distributed big data marketplace -- Workload Characterization and Evolutionary Analyses of Tianhe-1A Supercomputer -- The Design of Fast and Energy-Efficient Linear Solvers: On The potential Of Half Precision Arithmetic And Iterative Refinement Techniques -- Design of Parallel BEM Analyses Framework for SIMD Processors -- An experimental assessment of three point-insertion sequences for 3-D incremental Delaunay tessellations -- Learning Knowledge Graph Embeddings via Generalized Hyperplanes -- Fast Higher-Order Functions for Tensor Calculus with Tensors and Subtensors -- The t-modified self-shrinking generator -- Simulating Negotiation-based Cloud Markets -- Structural Learning of Probabilistic Graphical Models of Cumulative Phenomena -- Sparse Surface Speed Evaluation on a Dynamic Three-Dimensional Surface Using an Iterative Partitioning Scheme -- Accurate, Automatic and Compressed Visualization of Radiated Helmholtz Fields from Boundary Element Solutions. En línea: https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Link: https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i 18th International Conference, Wuxi, China, June 11–13, 2018, Proceedings, Part I [documento electrónico] / Shi, Yong, ; Fu, Haohuan, ; Tian, Yingjie, ; Krzhizhanovskaya, Valeria V., ; Lees, Michael Harold, ; Dongarra, Jack, ; Sloot, Peter M. A., . - 1 ed. . - [s.l.] : Springer, 2018 . - XXXIV, 730 p. 294 ilustraciones.
ISBN : 978-3-319-93698-7
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Palabras clave: Ciencias de la Computación Ingeniería Informática Red de computadoras Inteligencia artificial Protección de datos Ciencias sociales diseño lógico Teoría de la Computación Ingeniería Informática y Redes Seguridad de datos e información Aplicación informática en ciencias sociales y del comportamiento Índice Dewey: 40.151 Resumen: El conjunto de tres volúmenes LNCS 10860, 10861 + 10862 constituye las actas de la 18.ª Conferencia Internacional sobre Ciencias Computacionales, ICCS 2018, celebrada en Wuxi, China, en junio de 2018. El total de 155 artículos completos y 66 artículos breves presentados en este conjunto de libros fue cuidadosamente revisado y seleccionado entre 404 presentaciones. Los artículos se organizaron en secciones temáticas denominadas: Parte I: Vía principal de ICCS Parte II: Vía de avances en ciencias computacionales de la Tierra de alto rendimiento: aplicaciones y marcos; Seguimiento de simulaciones basadas en agentes, algoritmos adaptativos y solucionadores; Seguimiento de Aplicaciones de Métodos Matriciales en Inteligencia Artificial y Aprendizaje Automático; Seguimiento de arquitectura, lenguajes, compilación y soporte de hardware para sistemas ManYcore emergentes; Track de Desafíos Biomédicos y Bioinformáticos para la Informática; Track de Finanzas Computacionales e Inteligencia de Negocios; Pista de Optimización Computacional, Modelado y Simulación; Seguimiento de Datos, Modelado y Computación en IoT y Sistemas Inteligentes; Pista de Ciencias Computacionales Basadas en Datos; Seguimiento de métodos y algoritmos-matemáticos para escala extrema; Pista de Modelado y Simulación Multiescala Parte III: Pista de Simulaciones de Flujo y Transporte: Modelado, Algoritmos y Computación; Seguimiento de resolución de problemas con incertidumbres; Pista de Enseñanza de Ciencias Computacionales; Papeles para carteles. Nota de contenido: ICCS Main Track -- Optimizing the Efficiency, Vulnerability and Robustness of Road-based Para-transit Networks using Genetic Algorithm -- On the Configuration of Robust Static Parallel Portfolios for Efficient Plan Generation -- SDF-Net: Real-time Rigid Object Tracking Using a Deep Signed Distance Network -- Insider Threat Detection with Deep Neural Network -- Pheromone Model Based Visualization of Malware Distribution Networks -- Detecting Wildlife in Unmanned Aerial Systems Imagery using Convolutional Neural Networks Trained with an Automated Feedback Loop -- Incentive Mechanism for Cooperative Intrusion Detection: an Evolutionary Game Approach -- Hybrid Genetic Algorithm for an On-Demand First Mile Transit System using Electric Vehicles -- Comprehensive Learning Gene Expression Programming for Automatic Implicit Equation Discovery -- Multi-population Genetic Algorithm for Cardinality Constrained Portfolio Selection Problems -- Recognition and Classification of Rotorcraft by Micro-Doppler Signatures using Deep Learning -- Data Allocation based on Evolutionary Data Popularity Clustering -- Hyper-heuristic Online Learning for Self-assembling Swarm Robots -- An Innovative Heuristic for Planning-based Urban Traffic Control. -Automatic Web News Extraction Based on DS Theory Considering Content Topics -- DomainObserver: A Lightweight Solution for Detecting Malicious Domains Based on Dynamic Time Warping -- You Have More Abbreviations than You Know: A Study of AbbrevSquatting Abuse -- Large Scale Retrieval of Social Network Pages by Interests of Their Followers -- Parallel data-driven modeling of information spread in social networks -- Topology of Thematic Communities in Online Social Networks: A Comparative Study -- Topological street-network characterization through feature-vector and cluster analysis -- A distance-based tool-set to track inconsistent urban structures through complex-networks -- A Conceptual Framework for Social Movements Analytics for National Security -- Retweet Prediction using Social-aware Probabilistic Matrix Factorization -- Cascading Failure Based on Load Redistribution of a Smart Grid with Different Coupling Modes -- Measuring social responsiveness for improved handling of extreme situations -- A Computational Model-Based Framework to Plan Clinical Experiments – an Application to Vascular Adaptation Biology -- Accelerating Data Analysis in Simulation Neuroscience with Big Data Technologies -- Spiral wave drift induced by high-frequency forcing. Parallel simulation in the Luo-Rudy anisotropic model of cardiac tissue -- Understanding Malaria induced red blood cell deformation using data-driven Lattice Boltzmann Simulations -- Towards Model-based Policy Elaboration on City Scale using Game Theory: Application to Ambulance Dispatching -- Elucidation of Mechanism for Reducing Porosity in Electric Arc Spraying through CFD -- nSharma: Numerical Simulation Heterogeneity Aware Runtime Manager for OpenFOAM -- High Performance Computational Hydrodynamic Simulations: UPC Parallel Architecture as a Future Alternative -- Classifying Aircraft Approach Type in the National General Aviation Flight Information Database -- On Parametric Excitation for Exploration of Lava Tubes and Caves -- Global Simulation of Planetary Rings on Sunway TaihuLight -- Parallel Performance Analysis of Bacterial Biofilm Simulation Models -- Parallel Solutions to the k-difference Primer Problem -- RT-DBSCAN: Real-time Parallel Clustering of Spatio-Temporal Data using Spark-Streaming -- GPU-based implementation of Ptycho-ADMM for high performance X-ray imaging -- Elastic CPU Cap Mechanism for Timely Dataflow Applications -- Blockchain-based transaction integrity in distributed big data marketplace -- Workload Characterization and Evolutionary Analyses of Tianhe-1A Supercomputer -- The Design of Fast and Energy-Efficient Linear Solvers: On The potential Of Half Precision Arithmetic And Iterative Refinement Techniques -- Design of Parallel BEM Analyses Framework for SIMD Processors -- An experimental assessment of three point-insertion sequences for 3-D incremental Delaunay tessellations -- Learning Knowledge Graph Embeddings via Generalized Hyperplanes -- Fast Higher-Order Functions for Tensor Calculus with Tensors and Subtensors -- The t-modified self-shrinking generator -- Simulating Negotiation-based Cloud Markets -- Structural Learning of Probabilistic Graphical Models of Cumulative Phenomena -- Sparse Surface Speed Evaluation on a Dynamic Three-Dimensional Surface Using an Iterative Partitioning Scheme -- Accurate, Automatic and Compressed Visualization of Radiated Helmholtz Fields from Boundary Element Solutions. En línea: https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Link: https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i
Título : 18th International Conference, Wuxi, China, June 11–13, 2018 Proceedings, Part III Tipo de documento: documento electrónico Autores: Shi, Yong, ; Fu, Haohuan, ; Tian, Yingjie, ; Krzhizhanovskaya, Valeria V., ; Lees, Michael Harold, ; Dongarra, Jack, ; Sloot, Peter M. A., Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2018 Número de páginas: XX, 866 p. 331 ilustraciones ISBN/ISSN/DL: 978-3-319-93713-7 Nota general: Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Palabras clave: Ciencias de la Computación Ingeniería Informática Red de computadoras Inteligencia artificial Protección de datos Ciencias sociales diseño lógico Teoría de la Computación Ingeniería Informática y Redes Seguridad de datos e información Aplicación informática en ciencias sociales y del comportamiento Índice Dewey: 40.151 Resumen: El conjunto de tres volúmenes LNCS 10860, 10861 y 10862 constituye las actas de la 18.ª Conferencia Internacional sobre Ciencias Computacionales, ICCS 2018, celebrada en Wuxi, China, en junio de 2018. El total de 155 artículos completos y 66 artículos cortos presentados en este conjunto de libros se revisaron cuidadosamente y se seleccionaron de 404 presentaciones. Los artículos se organizaron en secciones temáticas denominadas: Parte I: Tema principal de ICCS Parte II: Tema de avances en ciencias de la Tierra computacionales de alto rendimiento: aplicaciones y marcos; Tema de simulaciones basadas en agentes, algoritmos adaptativos y solucionadores; Tema de aplicaciones de métodos matriciales en inteligencia artificial y aprendizaje automático; Tema de arquitectura, lenguajes, compilación y soporte de hardware para sistemas ManYcore emergentes; Tema de desafíos biomédicos y bioinformáticos para la ciencia de la computación; Tema de finanzas computacionales e inteligencia empresarial; Tema de optimización computacional, modelado y simulación; Pista de Datos, Modelado y Computación en IoT y Sistemas Inteligentes; Pista de Ciencias Computacionales Basadas en Datos; Pista de Métodos Matemáticos y Algoritmos para Escala Extrema; Pista de Modelado y Simulación Multiescala Parte III: Pista de Simulaciones de Flujo y Transporte: Modelado, Algoritmos y Computación; Pista de Solución de Problemas con Incertidumbres; Pista de Enseñanza de Ciencias Computacionales; Artículos en Pósteres. Nota de contenido: Track of Simulations of Flow and Transport: Modeling, Algorithms and Computation Simulations of Flow and Transport: Modeling, Algorithms and Computation -- ALE Method for a Rotating Structure Immersed in the Fluid and Its Application to the Artificial Heart Pump in Hemodynamics -- Free Surface Flow Simulation of Fish Turning Motion -- Circular Function-Based Gas-kinetic Scheme for Simulation of Viscous Compressible Flows -- A new edge stabilization method for the convection-dominated diffusion-convection equations -- Symmetric Sweeping Algorithms for Intersections of Two Quadrilateral Mesh -- A Two-field Finite Element Solver for Poroelasticity on Quadrilateral Meshes -- Preprocessing parallelization for the ALT-algorithm -- Efficient Linearly and Unconditionally Energy Stable Schemes for the Phase Field Model of Solid-State Dewetting Problems -- A novel energy stable numerical scheme for Navier-Stokes-Cahn-Hilliard two-phase flow model with variable densities and viscosities -- Study on Numerical Methods for Gas Flow Simulation Using Double-Porosity Double-Permeability Model -- Molecular Simulation of Displacement of Methane by Injection Gases in Shale -- A Compact and Efficient Lattice Boltzmann Scheme to Simulate Complex Thermal Fluid Flows -- Study on topology-based identification of sources of vulnerability for natural gas pipeline networks -- LES study on high Reynolds turbulent drag-reducing flow of viscoelastic fluids based on multiple relaxation times constitutive model and mixed subgrid-scale model -- Track of Solving Problems with Uncertainties Statistical and Multivatiate Analysis Applied to a Database of Patients with Type-2 Diabetes -- Novel Monte Carlo Algorithm for Solving Singular Linear Systems -- Reducing Data Uncertainty in Forest Fire Spread Prediction: a Matter of Error Function Assessment -- Analysis of the accuracy of OpenFOAM solvers for the problem of supersonic flow around a cone -- Modification Of Interval Arithmetic For Modelling And Solving UncertainlyDefined Problems By Interval Parametric Integral Equations System -- A Hybrid Heuristic for the Probabilistic Capacitated Vehicle Routing Problem with Two-Dimensional Loading Constraints -- A human-inspired model to represent uncertain knowledge in the Semantic Web -- Bayesian based approach learning for outcome prediction of soccer matches -- Fuzzy and Data-Driven Urban Crowds -- Track of Teaching Computational Science Design and Analysis of an Undergraduate Computational Engineering Degree at Federal University of Juiz de Fora -- Extended Cognition Hypothesis View on Computational Thinking in Computer Science Education -- Interconnected Enterprise Systems - A Call for New Teaching Approaches -- Poster Papers -- Efficient Characterization of Hidden Processor Memory Hierarchies -- Discriminating Postural Control Behaviors from Posturography with Statistical Tests and Machine Learning Models: Does Time Series Length Matter -- Mathematical Modelling of Wormhole-routed x-Folded TM Topology in the Presence of Uniform Traffic -- Adaptive Time-Splitting Scheme for Nanoparticles Transport with Two-phase Flow in Heterogeneous Porous Media -- Identifying Central Individuals in Organised Criminal Groups and Underground Marketplaces -- Guiding the optimization of parallel codes on multicores using an analytical cache model -- LDA-Based Scoring of Sequences Generated by RNN for Automatic Tanka Composition -- Computing Simulation of Interactions between α + β ProteinandJanusNanoparticle -- A modified bandwidth reduction heuristic based on the WBRA and George-Liu algorithm -- Improving Large-scale Fingerprint-based Queries in Distributed Infrastructure -- A Effective Truth Discovery Algorithm with Multi-Source Sparse Data -- Blackboard Meets Dijkstra for Resource Allocation Optimization -- Augmented Self-paced Learning with Generative Adversarial Networks -- Benchmarking Parallel Chess Search in Stockfish on Intel Xeon and Intel Xeon Phi Processors -- Leveraging Uncertainty Analysis of Data to Evaluate User Influence Algorithms of Social Networks -- E-Zone: A faster Neighbor Point Query Algorithm For Matching Spacial Objects -- Application of Algorithmic Differentiation for Exact Jacobians to the Universal Laminar Flame Solver -- Morph Resolution Based on Autoencoders Combined with Effective Context Information -- Old Habits Die Hard: Fingerprinting Websites On The Cloud -- Deep Streaming Graph Representations -- Adversarial Reinforcement Learning for Chinese Text Summarization -- Column Concept Determination for Chinese Web Tables via Convolutional Neural Network -- Service-oriented approach for Internet of Things -- Adversarial Framework for General Image Inpainting -- A Stochastic Model to Simulate the Spread of Leprosy in Juiz de For a -- Data Fault Identification and Repair Method of Traffic Detector -- The valuation of CCIRS with a new design -- Method of Node Importance Measurement in Urban Road Network -- AdaBoost-LSTM Ensemble Learning for Financial Time Series Forecasting -- Analysis ofBluetooth Low Energy Detection Range Improvements for the Healthcare Environment -- Study on an N-parallel FENE-P constitutive model based on multiple relaxation times for viscoelastic fluid -- RADIC based Fault Tolerance System with Dynamic Resource Controller -- Effective Learning with Joint Discriminative and Representative Feature Selection -- Agile tuning method in successive steps for a river flow simulator -- A Parallel Quicksort Algorithm on Manycore Processors in Sunway TaihuLight -- How is the Forged Certificates in the Wild: Practice on Large-scale SSL Usage Measurement and Analysis -- Managing Cloud Data Centers with Three-state Server Model under Job Abandonment Phenomenon -- The Analysis of the Effectiveness of the Perspective-based Observational Tunnels Method by the Example of the Evaluation of Possibilities to Divide the Multidimensional Space of Coal Samples -- Urban data and spatial segregation: analysis of food services clusters in St. Petersburg, Russia -- Control driven lighting design for large-scale installations -- An OpenMP implementation of the TVD-Hopmoc method based on a synchronization mechanism using locks between adjacent threads on Xeon Phi accelerators -- Data-Aware Scheduling of Scientific Workflows in Hybrid Clouds -- Large margin proximal non-parallel support vector classifiers -- The multi-core optimization of the unbalanced calculation in the clean numerical simulation of Rayleigh-Benard turbulence -- ES-GP: An Effective Evolutionary Regression Framework with Gaussian Process and Adaptive Segmentation Strategy -- Evaluating Dynamic Scheduling of Tasks in Mobile Architectures using ParallelME Framework -- An OAuth2.0-Based Unified Authentication System for Secure Services in the Smart Campus Environment -- Time Series Cluster analysis on electricity consumption of North Hebei Province in China -- Effective Semi-supervised Learning Based on Local Correlation -- Detection and Prediction of House Price Bubbles: Evidence from a New City -- A NovelParsing-based Automatic Domain Terminology Extraction Method -- Remote Procedure Calls for Improved Data Locality with the Epiphany Architecture -- Identifying the propagation sources of stealth worms -- Machine Learning Based Text Mining in Electronic Health Records: Cardiovascular Patient Cases -- Evolutionary ensemble approach for behavioral credit scoring -- Detecting influential users in customer-oriented online communities -- GeoSkelSL: A Python High-Level DSL for Parallel Computing in Geosciences -- Precedent-based approach for the identification of deviant behavior in social media -- Performance Analysis of 2D-compatible 2.5D-PDGEMM on Knights Landing Cluster. En línea: https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Link: https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i 18th International Conference, Wuxi, China, June 11–13, 2018 Proceedings, Part III [documento electrónico] / Shi, Yong, ; Fu, Haohuan, ; Tian, Yingjie, ; Krzhizhanovskaya, Valeria V., ; Lees, Michael Harold, ; Dongarra, Jack, ; Sloot, Peter M. A., . - 1 ed. . - [s.l.] : Springer, 2018 . - XX, 866 p. 331 ilustraciones.
ISBN : 978-3-319-93713-7
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Palabras clave: Ciencias de la Computación Ingeniería Informática Red de computadoras Inteligencia artificial Protección de datos Ciencias sociales diseño lógico Teoría de la Computación Ingeniería Informática y Redes Seguridad de datos e información Aplicación informática en ciencias sociales y del comportamiento Índice Dewey: 40.151 Resumen: El conjunto de tres volúmenes LNCS 10860, 10861 y 10862 constituye las actas de la 18.ª Conferencia Internacional sobre Ciencias Computacionales, ICCS 2018, celebrada en Wuxi, China, en junio de 2018. El total de 155 artículos completos y 66 artículos cortos presentados en este conjunto de libros se revisaron cuidadosamente y se seleccionaron de 404 presentaciones. Los artículos se organizaron en secciones temáticas denominadas: Parte I: Tema principal de ICCS Parte II: Tema de avances en ciencias de la Tierra computacionales de alto rendimiento: aplicaciones y marcos; Tema de simulaciones basadas en agentes, algoritmos adaptativos y solucionadores; Tema de aplicaciones de métodos matriciales en inteligencia artificial y aprendizaje automático; Tema de arquitectura, lenguajes, compilación y soporte de hardware para sistemas ManYcore emergentes; Tema de desafíos biomédicos y bioinformáticos para la ciencia de la computación; Tema de finanzas computacionales e inteligencia empresarial; Tema de optimización computacional, modelado y simulación; Pista de Datos, Modelado y Computación en IoT y Sistemas Inteligentes; Pista de Ciencias Computacionales Basadas en Datos; Pista de Métodos Matemáticos y Algoritmos para Escala Extrema; Pista de Modelado y Simulación Multiescala Parte III: Pista de Simulaciones de Flujo y Transporte: Modelado, Algoritmos y Computación; Pista de Solución de Problemas con Incertidumbres; Pista de Enseñanza de Ciencias Computacionales; Artículos en Pósteres. Nota de contenido: Track of Simulations of Flow and Transport: Modeling, Algorithms and Computation Simulations of Flow and Transport: Modeling, Algorithms and Computation -- ALE Method for a Rotating Structure Immersed in the Fluid and Its Application to the Artificial Heart Pump in Hemodynamics -- Free Surface Flow Simulation of Fish Turning Motion -- Circular Function-Based Gas-kinetic Scheme for Simulation of Viscous Compressible Flows -- A new edge stabilization method for the convection-dominated diffusion-convection equations -- Symmetric Sweeping Algorithms for Intersections of Two Quadrilateral Mesh -- A Two-field Finite Element Solver for Poroelasticity on Quadrilateral Meshes -- Preprocessing parallelization for the ALT-algorithm -- Efficient Linearly and Unconditionally Energy Stable Schemes for the Phase Field Model of Solid-State Dewetting Problems -- A novel energy stable numerical scheme for Navier-Stokes-Cahn-Hilliard two-phase flow model with variable densities and viscosities -- Study on Numerical Methods for Gas Flow Simulation Using Double-Porosity Double-Permeability Model -- Molecular Simulation of Displacement of Methane by Injection Gases in Shale -- A Compact and Efficient Lattice Boltzmann Scheme to Simulate Complex Thermal Fluid Flows -- Study on topology-based identification of sources of vulnerability for natural gas pipeline networks -- LES study on high Reynolds turbulent drag-reducing flow of viscoelastic fluids based on multiple relaxation times constitutive model and mixed subgrid-scale model -- Track of Solving Problems with Uncertainties Statistical and Multivatiate Analysis Applied to a Database of Patients with Type-2 Diabetes -- Novel Monte Carlo Algorithm for Solving Singular Linear Systems -- Reducing Data Uncertainty in Forest Fire Spread Prediction: a Matter of Error Function Assessment -- Analysis of the accuracy of OpenFOAM solvers for the problem of supersonic flow around a cone -- Modification Of Interval Arithmetic For Modelling And Solving UncertainlyDefined Problems By Interval Parametric Integral Equations System -- A Hybrid Heuristic for the Probabilistic Capacitated Vehicle Routing Problem with Two-Dimensional Loading Constraints -- A human-inspired model to represent uncertain knowledge in the Semantic Web -- Bayesian based approach learning for outcome prediction of soccer matches -- Fuzzy and Data-Driven Urban Crowds -- Track of Teaching Computational Science Design and Analysis of an Undergraduate Computational Engineering Degree at Federal University of Juiz de Fora -- Extended Cognition Hypothesis View on Computational Thinking in Computer Science Education -- Interconnected Enterprise Systems - A Call for New Teaching Approaches -- Poster Papers -- Efficient Characterization of Hidden Processor Memory Hierarchies -- Discriminating Postural Control Behaviors from Posturography with Statistical Tests and Machine Learning Models: Does Time Series Length Matter -- Mathematical Modelling of Wormhole-routed x-Folded TM Topology in the Presence of Uniform Traffic -- Adaptive Time-Splitting Scheme for Nanoparticles Transport with Two-phase Flow in Heterogeneous Porous Media -- Identifying Central Individuals in Organised Criminal Groups and Underground Marketplaces -- Guiding the optimization of parallel codes on multicores using an analytical cache model -- LDA-Based Scoring of Sequences Generated by RNN for Automatic Tanka Composition -- Computing Simulation of Interactions between α + β ProteinandJanusNanoparticle -- A modified bandwidth reduction heuristic based on the WBRA and George-Liu algorithm -- Improving Large-scale Fingerprint-based Queries in Distributed Infrastructure -- A Effective Truth Discovery Algorithm with Multi-Source Sparse Data -- Blackboard Meets Dijkstra for Resource Allocation Optimization -- Augmented Self-paced Learning with Generative Adversarial Networks -- Benchmarking Parallel Chess Search in Stockfish on Intel Xeon and Intel Xeon Phi Processors -- Leveraging Uncertainty Analysis of Data to Evaluate User Influence Algorithms of Social Networks -- E-Zone: A faster Neighbor Point Query Algorithm For Matching Spacial Objects -- Application of Algorithmic Differentiation for Exact Jacobians to the Universal Laminar Flame Solver -- Morph Resolution Based on Autoencoders Combined with Effective Context Information -- Old Habits Die Hard: Fingerprinting Websites On The Cloud -- Deep Streaming Graph Representations -- Adversarial Reinforcement Learning for Chinese Text Summarization -- Column Concept Determination for Chinese Web Tables via Convolutional Neural Network -- Service-oriented approach for Internet of Things -- Adversarial Framework for General Image Inpainting -- A Stochastic Model to Simulate the Spread of Leprosy in Juiz de For a -- Data Fault Identification and Repair Method of Traffic Detector -- The valuation of CCIRS with a new design -- Method of Node Importance Measurement in Urban Road Network -- AdaBoost-LSTM Ensemble Learning for Financial Time Series Forecasting -- Analysis ofBluetooth Low Energy Detection Range Improvements for the Healthcare Environment -- Study on an N-parallel FENE-P constitutive model based on multiple relaxation times for viscoelastic fluid -- RADIC based Fault Tolerance System with Dynamic Resource Controller -- Effective Learning with Joint Discriminative and Representative Feature Selection -- Agile tuning method in successive steps for a river flow simulator -- A Parallel Quicksort Algorithm on Manycore Processors in Sunway TaihuLight -- How is the Forged Certificates in the Wild: Practice on Large-scale SSL Usage Measurement and Analysis -- Managing Cloud Data Centers with Three-state Server Model under Job Abandonment Phenomenon -- The Analysis of the Effectiveness of the Perspective-based Observational Tunnels Method by the Example of the Evaluation of Possibilities to Divide the Multidimensional Space of Coal Samples -- Urban data and spatial segregation: analysis of food services clusters in St. Petersburg, Russia -- Control driven lighting design for large-scale installations -- An OpenMP implementation of the TVD-Hopmoc method based on a synchronization mechanism using locks between adjacent threads on Xeon Phi accelerators -- Data-Aware Scheduling of Scientific Workflows in Hybrid Clouds -- Large margin proximal non-parallel support vector classifiers -- The multi-core optimization of the unbalanced calculation in the clean numerical simulation of Rayleigh-Benard turbulence -- ES-GP: An Effective Evolutionary Regression Framework with Gaussian Process and Adaptive Segmentation Strategy -- Evaluating Dynamic Scheduling of Tasks in Mobile Architectures using ParallelME Framework -- An OAuth2.0-Based Unified Authentication System for Secure Services in the Smart Campus Environment -- Time Series Cluster analysis on electricity consumption of North Hebei Province in China -- Effective Semi-supervised Learning Based on Local Correlation -- Detection and Prediction of House Price Bubbles: Evidence from a New City -- A NovelParsing-based Automatic Domain Terminology Extraction Method -- Remote Procedure Calls for Improved Data Locality with the Epiphany Architecture -- Identifying the propagation sources of stealth worms -- Machine Learning Based Text Mining in Electronic Health Records: Cardiovascular Patient Cases -- Evolutionary ensemble approach for behavioral credit scoring -- Detecting influential users in customer-oriented online communities -- GeoSkelSL: A Python High-Level DSL for Parallel Computing in Geosciences -- Precedent-based approach for the identification of deviant behavior in social media -- Performance Analysis of 2D-compatible 2.5D-PDGEMM on Knights Landing Cluster. En línea: https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Link: https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i
Título : Computational Science – ICCS 2018 : 18th International Conference, Wuxi, China, June 11-13, 2018, Proceedings, Part II Tipo de documento: documento electrónico Autores: Shi, Yong, ; Fu, Haohuan, ; Tian, Yingjie, ; Krzhizhanovskaya, Valeria V., ; Lees, Michael Harold, ; Dongarra, Jack, ; Sloot, Peter M. A., Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2018 Número de páginas: XIX, 884 p. 296 ilustraciones ISBN/ISSN/DL: 978-3-319-93701-4 Nota general: Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Palabras clave: Ciencias de la Computación Ingeniería Informática Red de computadoras Inteligencia artificial Protección de datos Ciencias sociales diseño lógico Teoría de la Computación Ingeniería Informática y Redes Seguridad de datos e información Aplicación informática en ciencias sociales y del comportamiento Índice Dewey: 40.151 Resumen: El conjunto de tres volúmenes LNCS 10860, 10861 y 10862 constituye las actas de la 18.ª Conferencia Internacional sobre Ciencias Computacionales, ICCS 2018, celebrada en Wuxi, China, en junio de 2018. El total de 155 artículos completos y 66 artículos cortos presentados en este conjunto de libros se revisaron cuidadosamente y se seleccionaron de 404 presentaciones. Los artículos se organizaron en secciones temáticas denominadas: Parte I: Tema principal de ICCS Parte II: Tema de avances en ciencias de la Tierra computacionales de alto rendimiento: aplicaciones y marcos; Tema de simulaciones basadas en agentes, algoritmos adaptativos y solucionadores; Tema de aplicaciones de métodos matriciales en inteligencia artificial y aprendizaje automático; Tema de arquitectura, lenguajes, compilación y soporte de hardware para sistemas ManYcore emergentes; Tema de desafíos biomédicos y bioinformáticos para la ciencia de la computación; Tema de finanzas computacionales e inteligencia empresarial; Tema de optimización computacional, modelado y simulación; Pista de Datos, Modelado y Computación en IoT y Sistemas Inteligentes; Pista de Ciencias Computacionales Basadas en Datos; Pista de Métodos Matemáticos y Algoritmos para Escala Extrema; Pista de Modelado y Simulación Multiescala Parte III: Pista de Simulaciones de Flujo y Transporte: Modelado, Algoritmos y Computación; Pista de Solución de Problemas con Incertidumbres; Pista de Enseñanza de Ciencias Computacionales; Artículos en Pósteres. Nota de contenido: Track of Advances in High-Performance Computational Earth -- Sciences: Applications and Frameworks Development of scalable three-dimensional elasto-plastic nonlinear wave propagation analysis method for earthquake damage estimation of soft grounds -- A New Matrix-free Approach for Large-scale Geodynamic Simulations and its Performance -- Viscoelastic Crustal Deformation Computation Method with Reduced Random Memory Accesses for GPU-based Computers -- An Event Detection Framework for Virtual Observation System: Anomaly Identification for An Acme Land Simulation -- Enabling Adaptive Mesh Refinement for Single Components of ECHAM6 -- Efficient and accurate evaluation of Bezier tensor product surfaces -- Track of Agent-based simulations, adaptive algorithms and solvers Agent-Based Simulations, Adaptive Algorithms and Solvers -- Hybrid Swarm and Agent-based Evolutionary Optimization -- Data-driven Agent-based Simulation for Pedestrian Capacity Analysis -- A Novel Agent-based Modeling Approach forImage Coding and Lossless Compression Based on the Wolf-Sheep Predation Model -- Planning Optimal Path Networks Using Dynamic Behavioral Modeling -- Multiagent context–dependent model of opinion dynamics in a virtual society -- An algorithm for tensor product approximation of three-dimensional material data for implicit dynamics simulations -- Track of Applications of Matrix Methods in Artificial Intelligence and Machine Learning Applications of Matrix Methods in Artificial Intelligence and Machine Learning -- On Two Kinds of Dataset Decomposition -- A Graph-based Algorithm for Supervised Image Classification -- An Adversarial Training Framework for Relation Classification -- Topic-Based Microblog Polarity Classification Based on Cascaded Model -- An Efficient Deep Learning Model for Recommender Systems -- Standardization of Featureless Variables for Machine Learning Models using Natural Language Processing (NLP) -- Generalized Variable Conversion using K-means Clustering and Web Scraping -- Parallel Latent Dirichlet Allocation on GPUs -- Improving Search through A3C Reinforcement Learning based Conversational Agent -- Track of Architecture, Languages, Compilation and Hardware support for Emerging ManYcore systems Architecture Emulation and Simulation of Future Many-Core Epiphany RISC Array Processors -- Automatic mapping for OpenCL-Programs on CPU/GPU Heterogeneous Platforms -- Track of Biomedical and Bioinformatics Challenges for Computer Science, 11th Workshop on Biomedical and Bioinformatics Challenges for Computer Science: new computational models, algorithms and computer architectures -- Combining Data Mining Techniques to Enhance Cardiac Arrhythmia Detection -- CT medical imaging reconstruction using direct algebraic methods with few projections -- On blood viscosity and its correlation with biological parameters -- Development of Octree-Based High-Quality Mesh Generation Method for Biomedical Simulation -- 1,000x Faster than PLINK: Genome-Wide Epistasis Detection with Logistic Regression Using Combined FPGA and GPU Accelerators -- Track of Computational Finance and Business Intelligence -- Deep Learning and Wavelets for High-Frequency Price Forecasting -- Kernel Extreme Learning Machine for Learning from Label Proportions -- Extreme Market Prediction for Trading Signal with Deep Recurrent Neural Network -- Multi-view Multi-task Support Vector Machine -- Research on Stock Price Forecast Based on News Sentiment Analysis –A Case Study of Alibaba -- Parallel Harris Corner Detection on Heterogeneous Architecture -- A New Method for Structured Learning with Privileged Information -- An Effective Model between Mobile Phone Usage and P2P Default Behavior -- A Novel Data Mining Approach towards Human Resource Performance Appraisal -- Word Similarity Fails in Multiple Sense Word Embedding -- Track of Computational Optimization, Modelling and Simulation A hybrid optimization algorithm for electric motor design -- Dynamic Current Distribution in the Electrodes of Submerged Arc Furnace using Scalar and Vector Potentials -- Optimizing Deep Learning by Hyper Heuristic Approach for Classifying Good Quality Images -- An Agent-based Distributed Approach for Bike Sharing Systems -- A fast vertex-swap operator for the prize-collecting Steiner tree problem -- Solving CSS-Sprite Packing Problem using a Transformation to the Probabilistic Non-Oriented Bin Packing Problem -- Optimization of Resources Selection for Jobs Scheduling in Heterogeneous Distributed Computing Environments -- Explicit Size-Reduction-Oriented Design of a Compact Microstrip Rat-Race Coupler Using Surrogate-Based Optimization Methods -- Stochastic-Expansions-Based MAPOD Analysis of the Spherically-Void-Defect Benchmark Problem -- Accelerating Optical Absorption Spectra and Exciton Energy Computation via Interpolative Separable Density Fitting -- Model-Assisted Probability of Detection for Structural Health Monitoring of Flat Plates -- Track of Data, Modeling, and Computation in IoT and Smart Systems Anomalous Trajectory Detection between Regions of Interest Based on ANPR System -- Dynamic real-time infrastructure planning and deployment for disaster early warning systems -- Calibration and Monitoring of IoT Devices by Means of Embedded Scientific Visualization Tools -- Gated Convolutional LSTM for Speech Commands Recognition -- Enabling machine learning on resource constrained devices by source code generation of the learned models -- Track of Data-Driven Computational Sciences Fast Retrieval of Weather Analogues in a Multi-petabytes Archive using Wavelet-based Fingerprints -- Assimilation of fire perimeters and satellite detections by minimization of the residual in a fire spread model -- Analyzing Complex Models using Data and Statistics -- Research on Technology Foresight Method Based on Intelligent Convergence in Open Network Environment -- Prediction of Blasting Vibration Intensity by Improved PSO-SVR on Apache Spark Cluster -- Bisections-weighted-by-element-size-and-order algorithm to optimize direct solver performance on 3D hp-adaptive grids -- Establishing EDI for a Clinical Trial of a Treatment for Chikungunya -- Deadlock Detection in MPI Programs Using Static Analysis and Symbolic Execution -- Track of Mathematical-Methods-and-Algorithms for Extreme Scale Reproducible Roulette Wheel Sampling for Message Passing Environments -- Speedup of Bicubic Spline Interpolation -- Track of Multiscale Modelling and Simulation Multiscale Modelling and Simulation, 15th International Workshop -- Optimized Eigenvalue Solvers for the Neutron Transport Equation -- Multi-scale homogenization of pre-treatment rapid and slow filtration processes with experimental and computational validations. - The solution of the lambda modes problem using block iterative eigensolvers -- A Versatile Hybrid Agent-Based, Particle and Partial Differential Equations Method to Analyze Vascular Adaptation -- Development of a multiscale simulation approach for forced migration. En línea: https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Link: https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i Computational Science – ICCS 2018 : 18th International Conference, Wuxi, China, June 11-13, 2018, Proceedings, Part II [documento electrónico] / Shi, Yong, ; Fu, Haohuan, ; Tian, Yingjie, ; Krzhizhanovskaya, Valeria V., ; Lees, Michael Harold, ; Dongarra, Jack, ; Sloot, Peter M. A., . - 1 ed. . - [s.l.] : Springer, 2018 . - XIX, 884 p. 296 ilustraciones.
ISBN : 978-3-319-93701-4
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Palabras clave: Ciencias de la Computación Ingeniería Informática Red de computadoras Inteligencia artificial Protección de datos Ciencias sociales diseño lógico Teoría de la Computación Ingeniería Informática y Redes Seguridad de datos e información Aplicación informática en ciencias sociales y del comportamiento Índice Dewey: 40.151 Resumen: El conjunto de tres volúmenes LNCS 10860, 10861 y 10862 constituye las actas de la 18.ª Conferencia Internacional sobre Ciencias Computacionales, ICCS 2018, celebrada en Wuxi, China, en junio de 2018. El total de 155 artículos completos y 66 artículos cortos presentados en este conjunto de libros se revisaron cuidadosamente y se seleccionaron de 404 presentaciones. Los artículos se organizaron en secciones temáticas denominadas: Parte I: Tema principal de ICCS Parte II: Tema de avances en ciencias de la Tierra computacionales de alto rendimiento: aplicaciones y marcos; Tema de simulaciones basadas en agentes, algoritmos adaptativos y solucionadores; Tema de aplicaciones de métodos matriciales en inteligencia artificial y aprendizaje automático; Tema de arquitectura, lenguajes, compilación y soporte de hardware para sistemas ManYcore emergentes; Tema de desafíos biomédicos y bioinformáticos para la ciencia de la computación; Tema de finanzas computacionales e inteligencia empresarial; Tema de optimización computacional, modelado y simulación; Pista de Datos, Modelado y Computación en IoT y Sistemas Inteligentes; Pista de Ciencias Computacionales Basadas en Datos; Pista de Métodos Matemáticos y Algoritmos para Escala Extrema; Pista de Modelado y Simulación Multiescala Parte III: Pista de Simulaciones de Flujo y Transporte: Modelado, Algoritmos y Computación; Pista de Solución de Problemas con Incertidumbres; Pista de Enseñanza de Ciencias Computacionales; Artículos en Pósteres. Nota de contenido: Track of Advances in High-Performance Computational Earth -- Sciences: Applications and Frameworks Development of scalable three-dimensional elasto-plastic nonlinear wave propagation analysis method for earthquake damage estimation of soft grounds -- A New Matrix-free Approach for Large-scale Geodynamic Simulations and its Performance -- Viscoelastic Crustal Deformation Computation Method with Reduced Random Memory Accesses for GPU-based Computers -- An Event Detection Framework for Virtual Observation System: Anomaly Identification for An Acme Land Simulation -- Enabling Adaptive Mesh Refinement for Single Components of ECHAM6 -- Efficient and accurate evaluation of Bezier tensor product surfaces -- Track of Agent-based simulations, adaptive algorithms and solvers Agent-Based Simulations, Adaptive Algorithms and Solvers -- Hybrid Swarm and Agent-based Evolutionary Optimization -- Data-driven Agent-based Simulation for Pedestrian Capacity Analysis -- A Novel Agent-based Modeling Approach forImage Coding and Lossless Compression Based on the Wolf-Sheep Predation Model -- Planning Optimal Path Networks Using Dynamic Behavioral Modeling -- Multiagent context–dependent model of opinion dynamics in a virtual society -- An algorithm for tensor product approximation of three-dimensional material data for implicit dynamics simulations -- Track of Applications of Matrix Methods in Artificial Intelligence and Machine Learning Applications of Matrix Methods in Artificial Intelligence and Machine Learning -- On Two Kinds of Dataset Decomposition -- A Graph-based Algorithm for Supervised Image Classification -- An Adversarial Training Framework for Relation Classification -- Topic-Based Microblog Polarity Classification Based on Cascaded Model -- An Efficient Deep Learning Model for Recommender Systems -- Standardization of Featureless Variables for Machine Learning Models using Natural Language Processing (NLP) -- Generalized Variable Conversion using K-means Clustering and Web Scraping -- Parallel Latent Dirichlet Allocation on GPUs -- Improving Search through A3C Reinforcement Learning based Conversational Agent -- Track of Architecture, Languages, Compilation and Hardware support for Emerging ManYcore systems Architecture Emulation and Simulation of Future Many-Core Epiphany RISC Array Processors -- Automatic mapping for OpenCL-Programs on CPU/GPU Heterogeneous Platforms -- Track of Biomedical and Bioinformatics Challenges for Computer Science, 11th Workshop on Biomedical and Bioinformatics Challenges for Computer Science: new computational models, algorithms and computer architectures -- Combining Data Mining Techniques to Enhance Cardiac Arrhythmia Detection -- CT medical imaging reconstruction using direct algebraic methods with few projections -- On blood viscosity and its correlation with biological parameters -- Development of Octree-Based High-Quality Mesh Generation Method for Biomedical Simulation -- 1,000x Faster than PLINK: Genome-Wide Epistasis Detection with Logistic Regression Using Combined FPGA and GPU Accelerators -- Track of Computational Finance and Business Intelligence -- Deep Learning and Wavelets for High-Frequency Price Forecasting -- Kernel Extreme Learning Machine for Learning from Label Proportions -- Extreme Market Prediction for Trading Signal with Deep Recurrent Neural Network -- Multi-view Multi-task Support Vector Machine -- Research on Stock Price Forecast Based on News Sentiment Analysis –A Case Study of Alibaba -- Parallel Harris Corner Detection on Heterogeneous Architecture -- A New Method for Structured Learning with Privileged Information -- An Effective Model between Mobile Phone Usage and P2P Default Behavior -- A Novel Data Mining Approach towards Human Resource Performance Appraisal -- Word Similarity Fails in Multiple Sense Word Embedding -- Track of Computational Optimization, Modelling and Simulation A hybrid optimization algorithm for electric motor design -- Dynamic Current Distribution in the Electrodes of Submerged Arc Furnace using Scalar and Vector Potentials -- Optimizing Deep Learning by Hyper Heuristic Approach for Classifying Good Quality Images -- An Agent-based Distributed Approach for Bike Sharing Systems -- A fast vertex-swap operator for the prize-collecting Steiner tree problem -- Solving CSS-Sprite Packing Problem using a Transformation to the Probabilistic Non-Oriented Bin Packing Problem -- Optimization of Resources Selection for Jobs Scheduling in Heterogeneous Distributed Computing Environments -- Explicit Size-Reduction-Oriented Design of a Compact Microstrip Rat-Race Coupler Using Surrogate-Based Optimization Methods -- Stochastic-Expansions-Based MAPOD Analysis of the Spherically-Void-Defect Benchmark Problem -- Accelerating Optical Absorption Spectra and Exciton Energy Computation via Interpolative Separable Density Fitting -- Model-Assisted Probability of Detection for Structural Health Monitoring of Flat Plates -- Track of Data, Modeling, and Computation in IoT and Smart Systems Anomalous Trajectory Detection between Regions of Interest Based on ANPR System -- Dynamic real-time infrastructure planning and deployment for disaster early warning systems -- Calibration and Monitoring of IoT Devices by Means of Embedded Scientific Visualization Tools -- Gated Convolutional LSTM for Speech Commands Recognition -- Enabling machine learning on resource constrained devices by source code generation of the learned models -- Track of Data-Driven Computational Sciences Fast Retrieval of Weather Analogues in a Multi-petabytes Archive using Wavelet-based Fingerprints -- Assimilation of fire perimeters and satellite detections by minimization of the residual in a fire spread model -- Analyzing Complex Models using Data and Statistics -- Research on Technology Foresight Method Based on Intelligent Convergence in Open Network Environment -- Prediction of Blasting Vibration Intensity by Improved PSO-SVR on Apache Spark Cluster -- Bisections-weighted-by-element-size-and-order algorithm to optimize direct solver performance on 3D hp-adaptive grids -- Establishing EDI for a Clinical Trial of a Treatment for Chikungunya -- Deadlock Detection in MPI Programs Using Static Analysis and Symbolic Execution -- Track of Mathematical-Methods-and-Algorithms for Extreme Scale Reproducible Roulette Wheel Sampling for Message Passing Environments -- Speedup of Bicubic Spline Interpolation -- Track of Multiscale Modelling and Simulation Multiscale Modelling and Simulation, 15th International Workshop -- Optimized Eigenvalue Solvers for the Neutron Transport Equation -- Multi-scale homogenization of pre-treatment rapid and slow filtration processes with experimental and computational validations. - The solution of the lambda modes problem using block iterative eigensolvers -- A Versatile Hybrid Agent-Based, Particle and Partial Differential Equations Method to Analyze Vascular Adaptation -- Development of a multiscale simulation approach for forced migration. En línea: https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Link: https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i
