Computational Science – ICCS 2020: 20th International Conference, Amsterdam, The Netherlands, June 3–5, 2020, Proceedings, Part V (Lecture Notes in Computer Science Book 12141)

The seven-volume set LNCS 12137, 12138, 12139, 12140, 12141, 12142, and 12143 constitutes the proceedings of the 20th International Conference on Computational Science, ICCS 2020, held in Amsterdam, The Netherlands, in June 2020.\* The total of 101 papers and 248 workshop papers presented in this book set were carefully reviewed and selected from 719 submissions (230 submissions to the main track and 489 submissions to the workshops). The papers were organized in topical sections named: Part I: ICCS Main Track Part II: ICCS Main Track Part III: Track of Advances in High-Performance Computational Earth Sciences: Applications and Frameworks; Track of Agent-Based Simulations, Adaptive Algorithms and Solvers; Track of Applications of Computational Methods in Artificial Intelligence and Machine Learning; Track of Biomedical and Bioinformatics Challenges for Computer Science Part IV: Track of Classifier Learning from Difficult Data; Track of Complex Social Systems through the Lens of Computational Science; Track of Computational Health; Track of Computational Methods for Emerging Problems in (Dis-)Information Analysis Part V: Track of Computational Optimization, Modelling and Simulation; Track of Computational Science in IoT and Smart Systems; Track of Computer Graphics, Image Processing and Artificial Intelligence Part VI: Track of Data Driven Computational Sciences; Track of Machine Learning and Data Assimilation for Dynamical Systems; Track of Meshfree Methods in Computational Sciences; Track of Multiscale Modelling and Simulation; Track of Quantum Computing Workshop Part VII: Track of Simulations of Flow and Transport: Modeling, Algorithms and Computation; Track of Smart Systems: Bringing Together Computer Vision, Sensor Networks and Machine Learning; Track of Software Engineering for Computational Science; Track of Solving Problems with Uncertainties; Track of Teaching Computational Science; Track of UNcErtainty QUantIficatiOn for ComputationAl modeLs \*The conference was canceled due to the COVID-19 pandemic. 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 The seven-volume set LNCS 12137, 12138, 12139, 12140, 12141, 12142, and 12143 constitutes the proceedings of the 20th International Conference on Computational Science, ICCS 2020, held in Amsterdam, The Netherlands, in June 2020.* The total of 101 papers and 248 workshop papers presented in this book set were carefully reviewed and selected from 719 submissions (230 submissions to the main track and 489 submissions to the workshops). The papers were organized in topical sections named: Part I: ICCS Main Track Part II: ICCS Main Track Part III: Track of Advances in High-Performance Computational Earth Sciences: Applications and Frameworks; Track of Agent-Based Simulations, Adaptive Algorithms and Solvers; Track of Applications of Computational Methods in Artificial Intelligence and Machine Learning; Track of Biomedical and Bioinformatics Challenges for Computer Science Part IV: Track of Classifier Learning from Difficult Data; Track of Complex Social Systems through the Lens of Computational Science; Track of Computational Health; Track of Computational Methods for Emerging Problems in (Dis- )Information Analysis Part V: Track of Computational Optimization, Modelling and Simulation; Track of Computational Science in IoT and Smart Systems; Track of Computer Graphics, Image Processing and Artificial Intelligence Part VI: Track of Data Driven Computational Sciences; Track of Machine Learning and Data Assimilation for Dynamical Systems; Track of Meshfree Methods in Computational Sciences; Track of Multiscale Modelling and Simulation; Track of Quantum Computing Workshop Part VII: Track of Simulations of Flow and Transport: Modeling, Algorithms and Computation; Track of Smart Systems: Bringing Together Computer Vision, Sensor Networks and Machine Learning; Track of Software Engineering for Computational Science; Track of Solving Problems with Uncertainties; Track of Teaching Computational Science; Track of UNcErtainty QUantIficatiOn for ComputationAl modeLs *The conference was canceled due to the COVID-19 pandemic