Table of Contents
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.
