Computational Science - Iccs 2019: 19th International Conference, Faro, Portugal, June 12-14, 2019, Proceedings, Part V

ISBN-13: 9783030227494 / Angielski / Miękka / 2019 / 812 str.

Joao M. F. Rodrigues; Pedro J. S. Cardoso; Janio Monteiro

Spis treści

Track of Smart Systems: Computer Vision, Sensor Networks and Machine Learning.- Effective Self Attention Modeling for Aspect Based Sentiment Analysis.- Vision and crowdsensing technology for an optimal response in physical-security.- New Intelligent Tools to Adapt NL-interface to Corporate Environments.- Asymmetric Deep Cross-modal Hashing.- Applying NSGA-II to a Multiple Objective Dial a Ride Problem.- Smart Campus Parking – Parking Made Easy.- The network topology of connecting Things: Defence of IoT graph in the smart city.- SILKNOWViz: Spatio-temporal data ontology viewer.- Ontology-Driven Automation of IoT-Based Human-Machine Interfaces Development.- Towards Parameter-Optimized Vessel Re-identification based on IORnet.- Towards Low-Cost Indoor Localisation Using a Multi-camera System.- A New Shape Descriptor and Segmentation Algorithm for Automated Classifying of Multiple-Morphological Filamentous Algae.- Application of hierarchical clustering for object tracking with a Dynamic Vision Sensor.- Binarization of Degraded Document Images with Generalized Gaussian Distribution.- Nonlinear dimensionality reduction in texture classification: is manifold learning better than PCA?.- Event-Oriented Keyphrase Extraction Based on Bi-Clustering Model.- Track of Solving Problems with Uncertainties.- Path-Finding with a Full-Vectorized GPU Implementation of Evolutionary Algorithms in an Online Crowd Model Simulation Framework.- Analysing the trade-off between computational performance and representation richness in ontology-based systems.- A Framework for Distributed Approximation of Moments with Higher-Order Derivatives through Automatic Differentiation.- IPIES for Uncertainly Dened Shape of Boundary, Boundary Conditions and Other Parameters in Elasticity Problems.- Enabling UQ for complex modelling workflows.- Ternary-Decimal Exclusion Algorithm for Multiattribute Utility Functions.- Sums of Key Functions Generating a Cryptosystem.- Consistent Conjectures in Globalization Problems.- Verification on the Ensemble of Independent Numerical Solutions.- On the estimation of the accuracy of numerical solutions in CFD problems.- "Why did you do that?" Explaining black box models with Inductive Synthesis.- Predictive Analytics with Factor Variance Association.- Track of Teaching Computational Science.- Redesigning Interactive Educational Modules for Combinatorial Scientific Computing.- A Learner-Centered Approach to Teaching Computational Modeling, Data Analysis, and Programming.- Enabling Interdisciplinary Instruction in Computer Science and Humanities: An Innovative Teaching and Learning Model Customized for Small Liberal Arts Colleges.- A project-based course on software development for (engineering) research.- Programming paradigms for computational science: three fundamental Models.- Numerical Analysis project in ODEs for undergraduate students.- Poster Track ICCS 2019.- Mixed Finite Element Solution for the Natural-Gas Dual-Mechanism Model.- On the Feasibility of Distributed Process Mining in Healthcare.- How to Plan Roadworks in Urban Regions? A Principled Approach Based on AI Planning.- Big data approach to fluid dynamics visualization problem.- Dolphin Kick Swimmer using the Unstructured Moving Mesh Method.- The performance prediction and improvement of SPH with the interaction-list-sharing method on PEZY-SCs.- Influence of architectural features of the SNC-4 mode of the Intel Xeon Phi KNL on matrix multiplication.- Improving Planning Performance in PDDL+ Domains via Automated Predicate Reformulation.- The Case of iOS vs. Android: Applying System Dynamics to Digital Business Platforms.- Sockpuppet Detection in Social Network via Propagation Tree.- Exploring the performance of fine-grained synchronization and data exchange across process boundaries on modern multi-core architectures.- Accelerating Wild Fire Simulator using GPU.- Augmented Reality for Real-time Navigation Assistance to Wheelchair Users with Obstacles’ Management.- p3Enum: A new Parameterizable and Shared-Memory Parallelized Shortest Vector Problem Solver.- Rendering Non-Euclidean Space in Real-Time Using Spherical and Hyperbolic Trigonometry.- Improving Academic Homepage Identification from the Web using Neural Networks.- Combining Fuzzy Logic and CEP Technology to Improve Air Quality in Cities.- Parallel parametric linear programming solving, and application to polyhedral computations.- Automating the Generation of Comparison Weights for Enhancing the AHP Decision-Making Process.- Parallel algorithm based on Singular Value Decomposition for high performance training of Neural Networks.- In-Situ Visualization with Membrane Layer for Movie-based Visualization.- Genetic Algorithm based EV Scheduling for On-Demand Public Transit System.- Short-term irradiance forecasting on the basis of spatially distributed Measurements.- Multi-GPU Acceleration of the iPIC3D Implicit Particle-in-Cell Code.- Reducing Symbol Search Overhead on Stream-based Data Compression.- Stabilized variational formulation for solving cells response to applied electric field.- Data-driven partial derivative equations discovery with evolutionary Approach.- Predicting Cervical Cancer with Metaheuristic optimizers for training LSTM.- Top k 2-Clubs in a Network: A Genetic Algorithm.- CA-RPT: Context-Aware Road Passage Time Estimation for Urban Trac.- Modelling and Analysis of Complex Patient-Treatment Process using GraphMiner Toolbox.- Combining Algorithmic Rethinking and AVX-512 Intrinsics for Efficient Simulation of Subcellular Calcium Signaling.- Ocean Circulation Hindcast at the Brazilian Equatorial Margin.- A matrix-free eigenvalue solver for the multigroup neutron diffusion Equation.- Path-dependent interest rate option pricing with jumps and stochastic Intensities.- Composite data types in dynamic dataflow languages as copyless memory sharing mechanism.- A coupled food security and refugee movement model for the South Sudan conflict.- A Proposal to Model Ancient Silk Weaving Techniques and Extracting Information from Digital Imagery - Ongoing Results of the SILKNOW Project.- A Comparison of Selected Variable Ordering Methods for NFA Induction.- Traffic3D: A Rich 3D-Traffic Environment to Train Intelligent Agents.- Energy Efficiency Evaluation of Distributed Systems.- Support for high-level quantum Bayesian inference.- Financial Time Series Motif Discovery and Analysis Using VALMOD.- Profiling of Household Residents’ Electricity Consumption Behavior using Clustering Analysis.- DNAS-STriDE Framework for Human Behavior Modelling in Dynamic Environments.- OPENCoastS: An open-access app for sharing coastal prediction information for management and recreational use.