Computational Science – ICCS 2020: 20th International Conference, Amsterdam, The Netherlands, June 3–5, 2020, Proceedings, Part V [1st ed.] 9783030504250, 9783030504267

Table of contents :
Front Matter ....Pages i-xix
Front Matter ....Pages 1-1
Information Theory-Based Feature Selection: Minimum Distribution Similarity with Removed Redundancy (Yu Zhang, Zhuoyi Lin, Chee Keong Kwoh)....Pages 3-17
On the Potential of the Nature-Inspired Algorithms for Pure Binary Classification (Iztok Fister Jr., Iztok Fister, Dušan Fister, Grega Vrbančič, Vili Podgorelec)....Pages 18-28
Analytical Techniques for the Identification of a Musical Score: The Musical DNA (Michele Della Ventura)....Pages 29-39
Reduced-Cost Constrained Modeling of Microwave and Antenna Components: Recent Advances (Anna Pietrenko-Dabrowska, Slawomir Koziel, Leifur Leifsson)....Pages 40-56
Aerodynamic Shape Optimization for Delaying Dynamic Stall of Airfoils by Regression Kriging (Vishal Raul, Leifur Leifsson, Slawomir Koziel)....Pages 57-70
Model-Based Sensitivity Analysis of Nondestructive Testing Systems Using Machine Learning Algorithms (Jethro Nagawkar, Leifur Leifsson, Roberto Miorelli, Pierre Calmon)....Pages 71-83
Application of Underdetermined Differential Algebraic Equations to Solving One Problem from Heat Mass Transfer (Viktor F. Chistyakov, Elena V. Chistyakova, Anatoliy A. Levin)....Pages 84-93
Fully-Asynchronous Fully-Implicit Variable-Order Variable-Timestep Simulation of Neural Networks (Bruno Magalhães, Michael Hines, Thomas Sterling, Felix Schürmann)....Pages 94-108
Deep Learning Assisted Memetic Algorithm for Shortest Route Problems (Ayad Turky, Mohammad Saiedur Rahaman, Wei Shao, Flora D. Salim, Doug Bradbrook, Andy Song)....Pages 109-121
A Relaxation Algorithm for Optimal Control Problems Governed by Two-Dimensional Conservation Laws (Michael Herty, Loubna Salhi, Mohammed Seaid)....Pages 122-135
Genetic Learning Particle Swarm Optimization with Interlaced Ring Topology (Bożena Borowska)....Pages 136-148
Low Reynolds Number Swimming with Slip Boundary Conditions (Hashim Alshehri, Nesreen Althobaiti, Jian Du)....Pages 149-162
Trilateration-Based Multilevel Method for Minimizing the Lennard-Jones Potential (Jithin George, Zichao (Wendy) Di)....Pages 163-175
A Stochastic Birth-Death Model of Information Propagation Within Human Networks (Prasidh Chhabria, Winnie Lu)....Pages 176-188
A Random Line-Search Optimization Method via Modified Cholesky Decomposition for Non-linear Data Assimilation (Elias D. Nino-Ruiz)....Pages 189-202
A Current Task-Based Programming Paradigms Analysis (Jérôme Gurhem, Serge G. Petiton)....Pages 203-216
Radial Basis Functions Based Algorithms for Non-Gaussian Delay Propagation in Very Large Circuits (Dmytro Mishagli, Elena Blokhina)....Pages 217-229
Ant Colony Optimization Implementation for Reversible Synthesis in Walsh-Hadamard Domain (Krzysztof Podlaski)....Pages 230-243
COEBA: A Coevolutionary Bat Algorithm for Discrete Evolutionary Multitasking (Eneko Osaba, Javier Del Ser, Xin-She Yang, Andres Iglesias, Akemi Galvez)....Pages 244-256
Convex Polygon Packing Based Meshing Algorithm for Modeling of Rock and Porous Media (Joaquí­n Torres, Nancy Hitschfeld, Rafael O. Ruiz, Alejandro Ortiz-Bernardin)....Pages 257-269
Front Matter ....Pages 271-271
Modelling Contextual Data for Smart Environments. Case Study of a System to Support Mountain Rescuers (Radosław Klimek)....Pages 273-287
Fuzzy Intelligence in Monitoring Older Adults with Wearables (Dariusz Mrozek, Mateusz Milik, Bożena Małysiak-Mrozek, Krzysztof Tokarz, Adam Duszenko, Stanisław Kozielski)....Pages 288-301
Deep Analytics for Management and Cybersecurity of the National Energy Grid (Ying Zhao)....Pages 302-315
Regression Methods for Detecting Anomalies in Flue Gas Desulphurization Installations in Coal-Fired Power Plants Based on Sensor Data (Marek Moleda, Alina Momot, Dariusz Mrozek)....Pages 316-329
Autonomous Guided Vehicles for Smart Industries – The State-of-the-Art and Research Challenges (Rafal Cupek, Marek Drewniak, Marcin Fojcik, Erik Kyrkjebø, Jerry Chun-Wei Lin, Dariusz Mrozek et al.)....Pages 330-343
IoT-Based Cow Health Monitoring System (Olgierd Unold, Maciej Nikodem, Marek Piasecki, Kamil Szyc, Henryk Maciejewski, Marek Bawiec et al.)....Pages 344-356
Visual Self-healing Modelling for Reliable Internet-of-Things Systems (João Pedro Dias, Bruno Lima, João Pascoal Faria, André Restivo, Hugo Sereno Ferreira)....Pages 357-370
Comparative Analysis of Time Series Databases in the Context of Edge Computing for Low Power Sensor Networks (Piotr Grzesik, Dariusz Mrozek)....Pages 371-383
Conversational Interface for Managing Non-trivial Internet-of-Things Systems (André Sousa Lago, João Pedro Dias, Hugo Sereno Ferreira)....Pages 384-397
Improving Coverage Area in Sensor Deployment Using Genetic Algorithm (Frantz Tossa, Wahabou Abdou, Eugène C. Ezin, Pierre Gouton)....Pages 398-408
Object-Oriented Internet Reactive Interoperability (Mariusz Postół)....Pages 409-422
Impact of Long-Range Dependent Traffic in IoT Local Wireless Networks on Backhaul Link Performance (Przemyslaw Wlodarski)....Pages 423-435
Front Matter ....Pages 437-437
OpenGraphGym: A Parallel Reinforcement Learning Framework for Graph Optimization Problems (Weijian Zheng, Dali Wang, Fengguang Song)....Pages 439-452
Weighted Clustering for Bees Detection on Video Images (Jerzy Dembski, Julian Szymański)....Pages 453-466
Improved Two-Step Binarization of Degraded Document Images Based on Gaussian Mixture Model (Robert Krupiński, Piotr Lech, Krzysztof Okarma)....Pages 467-480
Cast Shadow Generation Using Generative Adversarial Networks (Khasrouf Taif, Hassan Ugail, Irfan Mehmood)....Pages 481-495
Medical Image Enhancement Using Super Resolution Methods (Koki Yamashita, Konstantin Markov)....Pages 496-508
Plane Space Representation in Context of Mode-Based Symmetry Plane Detection (Lukáš Hruda, Ivana Kolingerová, Miroslav Lávička)....Pages 509-523
Impression Curve as a New Tool in the Study of Visual Diversity of Computer Game Levels for Individual Phases of the Design Process (Jarosław Andrzejczak, Marta Osowicz, Rafał Szrajber)....Pages 524-537
Visual Analysis of Computer Game Output Video Stream for Gameplay Metrics (Kamil Kozłowski, Marcin Korytkowski, Dominik Szajerman)....Pages 538-552
Depth Map Estimation with Consistent Normals from Stereo Images (Alexander Malyshev)....Pages 553-565
Parametric Learning of Associative Functional Networks Through a Modified Memetic Self-adaptive Firefly Algorithm (Akemi Gálvez, Andrés Iglesias, Eneko Osaba, Javier Del Ser)....Pages 566-579
Dual Formulation of the TV-Stokes Denoising Model for Multidimensional Vectorial Images (Alexander Malyshev)....Pages 580-587
Minimizing Material Consumption of 3D Printing with Stress-Guided Optimization (Anzong Zheng, Shaojun Bian, Ehtzaz Chaudhry, Jian Chang, Habibollah Haron, Lihua You et al.)....Pages 588-603
Swarm Intelligence Approach for Rational Global Approximation of Characteristic Curves for the Van der Waals Equation of State (Almudena Campuzano, Andrés Iglesias, Akemi Gálvez)....Pages 604-616
Back Matter ....Pages 617-618