El. knyga: Computational Science - ICCS 2018: 18th International Conference, Wuxi, China, June 11-13, 2018, Proceedings, Part II

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 contextdependent
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.