ICCS 2020 Conference Proceedings

The proceedings shown on this page are the camera-ready version of the papers published in LNCS volumes 12137, 12138, 12139, 12140, 12141, 12142 and 12143. To cite these publications, please use the final published version, which is linked to at the bottom of each publication.

• Twenty Years of Computational Science. Preface for ICCS 2020

  Valeria Krzhizhanovskaya, Gábor Závodszky, Michael Lees, Jack Dongarra, Peter Sloot, Sérgio Brissos and João Teixeira

• ICCS Main Track

• An Efficient New Static Scheduling Heuristic for Accelerated Architectures

  Thomas McSweeney, Neil Walton, Mawussi Zounon

  DOI: 10.1007/978-3-030-50371-0_1

• Multilevel Parallel Computations for Solving Multistage Multicriteria Optimization Problems

  Victor Gergel, Evgeny Kozinov

  DOI: 10.1007/978-3-030-50371-0_2

• Enabling Hardware Affinity in JVM-Based Applications: A Case Study for Big Data

  Roberto R. Expósito, Jorge Veiga, Juan Touriño

  DOI: 10.1007/978-3-030-50371-0_3

• An Optimizing Multi-platform Source-to-source Compiler Framework for the NEURON MODeling Language

  Pramod Kumbhar, Omar Awile, Liam Keegan, Jorge Blanco Alonso, James King, Michael Hines et al.

  DOI: 10.1007/978-3-030-50371-0_4

• Parallel Numerical Solution of a 2D Chemotaxis-Stokes System on GPUs Technology

  Raffaele D’Ambrosio, Stefano Di Giovacchino, Donato Pera

  DOI: 10.1007/978-3-030-50371-0_5

• Automatic Management of Cloud Applications with Use of Proximal Policy Optimization

  Włodzimierz Funika, Paweł Koperek, Jacek Kitowski

  DOI: 10.1007/978-3-030-50371-0_6

• Utilizing GPU Performance Counters to Characterize GPU Kernels via Machine Learning

  Bob Zigon, Fengguang Song

  DOI: 10.1007/978-3-030-50371-0_7

• A Massively Parallel Algorithm for the Three-Dimensional Navier-Stokes-Boussinesq Simulations of the Atmospheric Phenomena

  Maciej Paszyński, Leszek Siwik, Krzysztof Podsiadło, Peter Minev

  DOI: 10.1007/978-3-030-50371-0_8

• Reconstruction of Low Energy Neutrino Events with GPUs at IceCube

  Maicon Hieronymus, Bertil Schmidt, Sebastian Böser

  DOI: 10.1007/978-3-030-50371-0_9

• Cache-Aware Matrix Polynomials

  Dominik Huber, Martin Schreiber, Dai Yang, Martin Schulz

  DOI: 10.1007/978-3-030-50371-0_10

• QEScalor: Quantitative Elastic Scaling Framework in Distributed Streaming Processing

  Weimin Mu, Zongze Jin, Weilin Zhu, Fan Liu, Zhenzhen Li, Ziyuan Zhu et al.

  DOI: 10.1007/978-3-030-50371-0_11

• From Conditional Independence to Parallel Execution in Hierarchical Models

  Balazs Nemeth, Tom Haber, Jori Liesenborgs, Wim Lamotte

  DOI: 10.1007/978-3-030-50371-0_12

• Improving Performance of the Hypre Iterative Solver for Uintah Combustion Codes on Manycore Architectures Using MPI Endpoints and Kernel Consolidation

  Damodar Sahasrabudhe, Martin Berzins

  DOI: 10.1007/978-3-030-50371-0_13

• Analysis of Checkpoint I/O Behavior

  Betzabeth León, Pilar Gomez-Sanchez, Daniel Franco, Dolores Rexachs, Emilio Luque

  DOI: 10.1007/978-3-030-50371-0_14

• Enabling EASEY Deployment of Containerized Applications for Future HPC Systems

  Maximilian Höb, Dieter Kranzlmüller

  DOI: 10.1007/978-3-030-50371-0_15

• Reproducibility of Computational Experiments on Kubernetes-Managed Container Clouds with HyperFlow

  Michał Orzechowski, Bartosz Baliś, Renata G. Słota, Jacek Kitowski

  DOI: 10.1007/978-3-030-50371-0_16

• GPU-Accelerated RDP Algorithm for Data Segmentation

  Pau Cebrian, Juan Carlos Moure

  DOI: 10.1007/978-3-030-50371-0_17

• Sparse Matrix-Based HPC Tomography

  Stefano Marchesini, Anuradha Trivedi, Pablo Enfedaque, Talita Perciano, Dilworth Parkinson

  DOI: 10.1007/978-3-030-50371-0_18

• heFFTe: Highly Efficient FFT for Exascale

  Alan Ayala, Stanimire Tomov, Azzam Haidar, Jack Dongarra

  DOI: 10.1007/978-3-030-50371-0_19

• Scalable Workflow-Driven Hydrologic Analysis in HydroFrame

  Shweta Purawat, Cathie Olschanowsky, Laura E. Condon, Reed Maxwell, Ilkay Altintas

  DOI: 10.1007/978-3-030-50371-0_20

• Patient-Specific Cardiac Parametrization from Eikonal Simulations

  Daniel Ganellari, Gundolf Haase, Gerhard Zumbusch, Johannes Lotz, Patrick Peltzer, Klaus Leppkes et al.

  DOI: 10.1007/978-3-030-50371-0_21

• An Empirical Analysis of Predictors for Workload Estimation in Healthcare

  Roberto Gatta, Mauro Vallati, Ilenia Pirola, Jacopo Lenkowicz, Luca Tagliaferri, Carlo Cappelli et al.

  DOI: 10.1007/978-3-030-50371-0_22

• How You Say or What You Say? Neural Activity in Message Credibility Evaluation

  Łukasz Kwaśniewicz, Grzegorz M. Wójcik, Andrzej Kawiak, Piotr Schneider, Adam Wierzbicki

  DOI: 10.1007/978-3-030-50371-0_23

• Look Who’s Talking: Modeling Decision Making Based on Source Credibility

  Andrzej Kawiak, Grzegorz M. Wójcik, Lukasz Kwasniewicz, Piotr Schneider, Adam Wierzbicki

  DOI: 10.1007/978-3-030-50371-0_24

• An Adaptive Network Model for Burnout and Dreaming

  Mathijs Maijer, Esra Solak, Jan Treur

  DOI: 10.1007/978-3-030-50371-0_25

• Computational Analysis of the Adaptive Causal Relationships Between Cannabis, Anxiety and Sleep

  Merijn van Leeuwen, Kirsten Wolthuis, Jan Treur

  DOI: 10.1007/978-3-030-50371-0_26

• Detecting Critical Transitions in the Human Innate Immune System Post-cardiac Surgery

  Alva Presbitero, Rick Quax, Valeria V. Krzhizhanovskaya, Peter M. A. Sloot

  DOI: 10.1007/978-3-030-50371-0_27

• Using Individual-Based Models to Look Beyond the Horizon: The Changing Effects of Household-Based Clustering of Susceptibility to Measles in the Next 20 Years

  Elise Kuylen, Jori Liesenborgs, Jan Broeckhove, Niel Hens

  DOI: 10.1007/978-3-030-50371-0_28

• Modelling the Effects of Antibiotics on Gut Flora Using a Nonlinear Compartment Model with Uncertain Parameters

  Thulasi Jegatheesan, Hermann J. Eberl

  DOI: 10.1007/978-3-030-50371-0_29

• Stochastic Volatility and Early Warning Indicator

  Guseon Ji, Hyeongwoo Kong, Woo Chang Kim, Kwangwon Ahn

  DOI: 10.1007/978-3-030-50371-0_30

• Boost and Burst: Bubbles in the Bitcoin Market

  Nam-Kyoung Lee, Eojin Yi, Kwangwon Ahn

  DOI: 10.1007/978-3-030-50371-0_31

• Estimation of Tipping Points for Critical and Transitional Regimes in the Evolution of Complex Interbank Network

  Valentina Y. Guleva

  DOI: 10.1007/978-3-030-50371-0_32

• Modeling of Fire Spread Including Different Heat Transfer Mechanisms Using Cellular Automata

  Jarosław Wąs, Artur Karp, Szymon Łukasik, Dariusz Pałka

  DOI: 10.1007/978-3-030-50371-0_33

• Narrow Passage Problem Solution for Motion Planning

  Jakub Szkandera, Ivana Kolingerová, Martin Maňák

  DOI: 10.1007/978-3-030-50371-0_34

• Fault Injection, Detection and Treatment in Simulated Autonomous Vehicles

  Daniel Garrido, Leonardo Ferreira, João Jacob, Daniel Castro Silva

  DOI: 10.1007/978-3-030-50371-0_35

• Using Cellular Automata to Model High Density Pedestrian Dynamics

  Grzegorz Bazior, Dariusz Pałka, Jarosław Wąs

  DOI: 10.1007/978-3-030-50371-0_36

• Autonomous Vehicles as Local Traffic Optimizers

  Ashna Bhatia, Jordan Ivanchev, David Eckhoff, Alois Knoll

  DOI: 10.1007/978-3-030-50371-0_37

• Modeling Helping Behavior in Emergency Evacuations Using Volunteer’s Dilemma Game

  Jaeyoung Kwak, Michael H. Lees, Wentong Cai, Marcus E. H. Ong

  DOI: 10.1007/978-3-030-50371-0_38

• Learning Mixed Traffic Signatures in Shared Networks

  Hamidreza Anvari, Paul Lu

  DOI: 10.1007/978-3-030-50371-0_39

• A Novel Metric to Evaluate In Situ Workflows

  Tu Mai Anh Do, Loïc Pottier, Stephen Thomas, Rafael Ferreira da Silva, Michel A. Cuendet, Harel Weinstein et al.

  DOI: 10.1007/978-3-030-50371-0_40

• Social Recommendation in Heterogeneous Evolving Relation Network

  Bo Jiang, Zhigang Lu, Yuling Liu, Ning Li, Zelin Cui

  DOI: 10.1007/978-3-030-50371-0_41

• DDNE: Discriminative Distance Metric Learning for Network Embedding

  Xiaoxue Li, Yangxi Li, Yanmin Shang, Lingling Tong, Fang Fang, Pengfei Yin et al.

  DOI: 10.1007/978-3-030-50371-0_42

• Extracting Backbone Structure of a Road Network from Raw Data

  Hoai Nguyen Huynh, Roshini Selvakumar

  DOI: 10.1007/978-3-030-50371-0_43

• Look Deep into the New Deep Network: A Measurement Study on the ZeroNet

  Siyuan Wang, Yue Gao, Jinqiao Shi, Xuebin Wang, Can Zhao, Zelin Yin

  DOI: 10.1007/978-3-030-50371-0_44

• Identifying Influential Spreaders On a Weighted Network Using HookeRank Method

  Sanjay Kumar, Nipun Aggarwal, B. S. Panda

  DOI: 10.1007/978-3-030-50371-0_45

• Community Aware Models of Meme Spreading in Micro-blog Social Networks

  Mikołaj Kromka, Wojciech Czech, Witold Dzwinel

  DOI: 10.1007/978-3-030-50371-0_46

• A Dynamic Vote-Rank Based Approach for Effective Sequential Initialization of Information Spreading Processes Within Complex Networks

  Patryk Pazura, Kamil Bortko, Jarosław Jankowski, Radosław Michalski

  DOI: 10.1007/978-3-030-50371-0_47

• On the Planarity of Validated Complexes of Model Organisms in Protein-Protein Interaction Networks

  Kathryn Cooper, Nathan Cornelius, William Gasper, Sanjukta Bhowmick, Hesham Ali

  DOI: 10.1007/978-3-030-50371-0_48

• Towards Modeling of Information Processing Within Business-Processes of Service-Providing Organizations

  Sergey V. Kovalchuk, Anastasia A. Funkner, Ksenia Y. Balabaeva, Ilya V. Derevitskii, Vladimir V. Fonin, Nikita V. Bukhanov

  DOI: 10.1007/978-3-030-50371-0_49

• A Probabilistic Infection Model for Efficient Trace-Prediction of Disease Outbreaks in Contact Networks

  William Qian, Sanjukta Bhowmick, Marty O’Neill, Susie Ramisetty-Mikler, Armin R. Mikler

  DOI: 10.1007/978-3-030-50371-0_50

• Eigen-AD: Algorithmic Differentiation of the Eigen Library

  Patrick Peltzer, Johannes Lotz, Uwe Naumann

  DOI: 10.1007/978-3-030-50371-0_51

• Modified Binary Tree in the Fast PIES for 2D Problems with Complex Shapes

  Andrzej Kużelewski, Eugeniusz Zieniuk, Agnieszka Bołtuć, Krzystof Szerszeń

  DOI: 10.1007/978-3-030-50417-5_1

• Generating Random Floating-Point Numbers by Dividing Integers: A Case Study

  Frédéric Goualard

  DOI: 10.1007/978-3-030-50417-5_2

• An Effective Stable Numerical Method for Integrating Highly Oscillating Functions with a Linear Phase

  Leonid A. Sevastianov, Konstantin P. Lovetskiy, Dmitry S. Kulyabov

  DOI: 10.1007/978-3-030-50417-5_3

• Fitting Penalized Logistic Regression Models Using QR Factorization

  Jacek Klimaszewski, Marcin Korzeń

  DOI: 10.1007/978-3-030-50417-5_4

• Uncertainty Quantification in Fractional Stochastic Integro-Differential Equations Using Legendre Wavelet Collocation Method

  Abhishek Kumar Singh, Mani Mehra

  DOI: 10.1007/978-3-030-50417-5_5

• A Direct High-Order Curvilinear Triangular Mesh Generation Method Using an Advancing Front Technique

  Fariba Mohammadi, Shusil Dangi, Suzanne M. Shontz, Cristian A. Linte

  DOI: 10.1007/978-3-030-50417-5_6

• Data-Driven Partial Differential Equations Discovery Approach for the Noised Multi-dimensional Data

  Mikhail Maslyaev, Alexander Hvatov, Anna Kalyuzhnaya

  DOI: 10.1007/978-3-030-50417-5_7

• Preconditioning Jacobian Systems by Superimposing Diagonal Blocks

  M. Ali Rostami, H. Martin Bücker

  DOI: 10.1007/978-3-030-50417-5_8

• NURBS Curves in Parametric Integral Equations System for Modeling and Solving Boundary Value Problems in Elasticity

  Marta Kapturczak, Eugeniusz Zieniuk, Andrzej Kużelewski

  DOI: 10.1007/978-3-030-50417-5_9

• Parameterizations and Lagrange Cubics for Fitting Multidimensional Data

  Ryszard Kozera, Lyle Noakes, Magdalena Wilkołazka

  DOI: 10.1007/978-3-030-50417-5_10

• Loop Aggregation for Approximate Scientific Computing

  June Sallou, Alexandre Gauvain, Johann Bourcier, Benoit Combemale, Jean-Raynald de Dreuzy

  DOI: 10.1007/978-3-030-50417-5_11

• Numerical Computation for a Flow Caused by a High-Speed Traveling Train and a Stationary Overpass

  Shotaro Hamato, Masashi Yamakawa, Yongmann M. Chung, Shinichi Asao

  DOI: 10.1007/978-3-030-50417-5_12

• Bézier Surfaces for Modeling Inclusions in PIES

  Agnieszka Bołtuć, Eugeniusz Zieniuk, Krzysztof Szerszeń, Andrzej Kużelewski

  DOI: 10.1007/978-3-030-50417-5_13

• Impact of Water on Methane Adsorption in Nanopores: A Hybrid GCMC-MD Simulation Study

  Ji Zhou, Wenbin Jiang, Mian Lin, Lili Ji, Gaohui Cao

  DOI: 10.1007/978-3-030-50417-5_14

• A Stable Discontinuous Galerkin Based Isogeometric Residual Minimization for the Stokes Problem

  Marcin Łoś, Sergio Rojas, Maciej Paszyński, Ignacio Muga, Victor M. Calo

  DOI: 10.1007/978-3-030-50417-5_15

• Numerical Modeling of the Two-Phase Flow of Water with Ice in the Tom River

  Vladislava Churuksaeva, Alexander Starchenko

  DOI: 10.1007/978-3-030-50417-5_16

• Remarks on Kaczmarz Algorithm for Solving Consistent and Inconsistent System of Linear Equations

  Xinyin Huang, Gang Liu, Qiang Niu

  DOI: 10.1007/978-3-030-50417-5_17

• Investigating the Benefit of FP16-Enabled Mixed-Precision Solvers for Symmetric Positive Definite Matrices Using GPUs

  Ahmad Abdelfattah, Stan Tomov, Jack Dongarra

  DOI: 10.1007/978-3-030-50417-5_18

• Simulation Versus an Ordered–Fuzzy-Numbers-Driven Approach to the Multi-depot Vehicle Cyclic Routing and Scheduling Problem

  Grzegorz Bocewicz, Zbigniew Banaszak, Czeslaw Smutnicki, Katarzyna Rudnik, Marcin Witczak, Robert Wójcik

  DOI: 10.1007/978-3-030-50417-5_19

• Epigenetic Modification of Genetic Algorithm

  Kornel Chrominski, Magdalena Tkacz, Mariusz Boryczka

  DOI: 10.1007/978-3-030-50417-5_20

• ITP-KNN: Encrypted Video Flow Identification Based on the Intermittent Traffic Pattern of Video and K-Nearest Neighbors Classification

  Youting Liu, Shu Li, Chengwei Zhang, Chao Zheng, Yong Sun, Qingyun Liu

  DOI: 10.1007/978-3-030-50417-5_21

• DeepAD: A Joint Embedding Approach for Anomaly Detection on Attributed Networks

  Dali Zhu, Yuchen Ma, Yinlong Liu

  DOI: 10.1007/978-3-030-50417-5_22

• SciNER: Extracting Named Entities from Scientific Literature

  Zhi Hong, Roselyne Tchoua, Kyle Chard, Ian Foster

  DOI: 10.1007/978-3-030-50417-5_23

• GPU-Embedding of kNN-Graph Representing Large and High-Dimensional Data

  Bartosz Minch, Mateusz Nowak, Rafał Wcisło, Witold Dzwinel

  DOI: 10.1007/978-3-030-50417-5_24

• Evolving Long Short-Term Memory Networks

  Vicente Coelho Lobo Neto, Leandro Aparecido Passos, João Paulo Papa

  DOI: 10.1007/978-3-030-50417-5_25

• Personality Recognition from Source Code Based on Lexical, Syntactic and Semantic Features

  Mikołaj Biel, Marcin Kuta, Jacek Kitowski

  DOI: 10.1007/978-3-030-50417-5_26

• Data Fitting by Exponential Sums with Equal Weights

  Petr Chunaev, Ildar Safiullin

  DOI: 10.1007/978-3-030-50417-5_27

• A Combination of Moment Descriptors, Fourier Transform and Matching Measures for Action Recognition Based on Shape

  Katarzyna Gościewska, Dariusz Frejlichowski

  DOI: 10.1007/978-3-030-50417-5_28

• Improving Accuracy and Speeding Up Document Image Classification Through Parallel Systems

  Javier Ferrando, Juan Luis Domínguez, Jordi Torres, Raúl García, David García, Daniel Garrido et al.

  DOI: 10.1007/978-3-030-50417-5_29

• Computation of the Airborne Contaminant Transport in Urban Area by the Artificial Neural Network

  Anna Wawrzynczak, Monika Berendt-Marchel

  DOI: 10.1007/978-3-030-50417-5_30

• Exploring Musical Structure Using Tonnetz Lattice Geometry and LSTMs

  Manuchehr Aminian, Eric Kehoe, Xiaofeng Ma, Amy Peterson, Michael Kirby

  DOI: 10.1007/978-3-030-50417-5_31

• Modeling of Anti-tracking Network Based on Convex-Polytope Topology

  Changbo Tian, Yongzheng Zhang, Tao Yin

  DOI: 10.1007/978-3-030-50417-5_32

• A Workload Division Differential Privacy Algorithm to Improve the Accuracy for Linear Computations

  Jun Li, Huan Ma, Guangjun Wu, Yanqin Zhang, Bingnan Ma, Zhen Hui et al.

  DOI: 10.1007/978-3-030-50417-5_33

• On the Automated Assessment of Open-Source Cyber Threat Intelligence Sources

  Andrea Tundis, Samuel Ruppert, Max Mühlhäuser

  DOI: 10.1007/978-3-030-50417-5_34

• Malicious Domain Detection Based on K-means and SMOTE

  Qing Wang, Linyu Li, Bo Jiang, Zhigang Lu, Junrong Liu, Shijie Jian

  DOI: 10.1007/978-3-030-50417-5_35

• Microservice Disaster Crash Recovery: A Weak Global Referential Integrity Management

  Maude Manouvrier, Cesare Pautasso, Marta Rukoz

  DOI: 10.1007/978-3-030-50417-5_36

• Hashing Based Prediction for Large-Scale Kernel Machine

  Lijing Lu, Rong Yin, Yong Liu, Weiping Wang

  DOI: 10.1007/978-3-030-50417-5_37

• Picking Peaches or Squeezing Lemons: Selecting Crowdsourcing Workers for Reducing Cost of Redundancy

  Paulina Adamska, Marta Juźwin, Adam Wierzbicki

  DOI: 10.1007/978-3-030-50417-5_38

• Are n-gram Categories Helpful in Text Classification?

  Jakub Kruczek, Paulina Kruczek, Marcin Kuta

  DOI: 10.1007/978-3-030-50417-5_39

• Calculating Reactive Power Compensation for Large-Scale Street Lighting

  Sebastian Ernst, Leszek Kotulski, Tomasz Lerch, Michał Rad, Adam Sȩdziwy, Igor Wojnicki

  DOI: 10.1007/978-3-030-50417-5_40

• Developing a Decision Support App for Computational Agriculture

  Andrew Lewis, Marcus Randall, Ben Stewart-Koster

  DOI: 10.1007/978-3-030-50417-5_41

• Optimal Location of Sensors for Early Detection of Tsunami Waves

  Angelie R. Ferrolino, Jose Ernie C. Lope, Renier G. Mendoza

  DOI: 10.1007/978-3-030-50417-5_42

• A Novel Formulation for Inverse Distance Weighting from Weighted Linear Regression

  Leonardo Ramos Emmendorfer, Graçaliz Pereira Dimuro

  DOI: 10.1007/978-3-030-50417-5_43

• Addressing the Robustness of Resource Allocation in the Presence of Application and System Irregularities via PEPA Based Modeling

  Srishti Srivastava, Ioana Banicescu, William S. Sanders

  DOI: 10.1007/978-3-030-50417-5_44

• An Adaptive Computational Network Model for Strange Loops in Political Evolution in Society

  Julia Anten, Jordan Earle, Jan Treur

  DOI: 10.1007/978-3-030-50417-5_45

• Joint Entity Linking for Web Tables with Hybrid Semantic Matching

  Jie Xie, Yuhai Lu, Cong Cao, Zhenzhen Li, Yangyang Guan, Yanbing Liu

  DOI: 10.1007/978-3-030-50417-5_46

• A New Coefficient of Rankings Similarity in Decision-Making Problems

  Wojciech Sałabun, Karol Urbaniak

  DOI: 10.1007/978-3-030-50417-5_47

• Innovativeness Analysis of Scholarly Publications by Age Prediction Using Ordinal Regression

  Pavel Savov, Adam Jatowt, Radoslaw Nielek

  DOI: 10.1007/978-3-030-50417-5_48

• Advantage of Using Spherical over Cartesian Coordinates in the Chromosome Territories 3D Modeling

  Magdalena A. Tkacz, Kornel Chromiński

  DOI: 10.1007/978-3-030-50417-5_49

• Adaptive and Efficient Transfer for Online Remote Visualization of Critical Weather Applications

  Preeti Malakar, Vijay Natarajan, Sathish S. Vadhiyar

  DOI: 10.1007/978-3-030-50417-5_50

• Advances in High-Performance Computational Earth Sciences: Applications and Frameworks

• Data-Driven Approach to Inversion Analysis of Three-Dimensional Inner Soil Structure via Wave Propagation Analysis

  Takuma Yamaguchi, Tsuyoshi Ichimura, Kohei Fujita, Muneo Hori, Lalith Wijerathne, Naonori Ueda

  DOI: 10.1007/978-3-030-50420-5_1

• Data Assimilation in Volcano Deformation Using Fast Finite Element Analysis with High Fidelity Model

  Sota Murakami, Takuma Yamaguchi, Kohei Fujita, Tsuyoshi Ichimura, Maddagedara Lalith, Muneo Hori

  DOI: 10.1007/978-3-030-50420-5_2

• Optimization and Local Time Stepping of an ADER-DG Scheme for Fully Anisotropic Wave Propagation in Complex Geometries

  Sebastian Wolf, Alice-Agnes Gabriel, Michael Bader

  DOI: 10.1007/978-3-030-50420-5_3

• The Challenge of Onboard SAR Processing: A GPU Opportunity

  Diego Romano, Valeria Mele, Marco Lapegna

  DOI: 10.1007/978-3-030-50420-5_4

• High-Resolution Source Estimation of Volcanic Sulfur Dioxide Emissions Using Large-Scale Transport Simulations

  Mingzhao Liu, Yaopeng Huang, Lars Hoffmann, Chunyan Huang, Pin Chen, Yi Heng

  DOI: 10.1007/978-3-030-50420-5_5

• Granulation-Based Reverse Image Retrieval for Microscopic Rock Images

  Magdalena Habrat, Mariusz Młynarczuk

  DOI: 10.1007/978-3-030-50420-5_6

• Hybrid SWAN for Fast and Efficient Practical Wave Modelling - Part 2

  Menno Genseberger, John Donners

  DOI: 10.1007/978-3-030-50420-5_7

• Agent-Based Simulations, Adaptive Algorithms and Solvers

• An Agent-Based Simulation of the Spread of Dengue Fever

  Imran Mahmood, Mishal Jahan, Derek Groen, Aneela Javed, Faisal Shafait

  DOI: 10.1007/978-3-030-50420-5_8

• Hypergraph Grammar-Based Model of Adaptive Bitmap Compression

  Grzegorz Soliński, Maciej Woźniak, Jakub Ryzner, Albert Mosiałek, Anna Paszyńska

  DOI: 10.1007/978-3-030-50420-5_9

• Simulation of Neurotransmitter Flow in Three Dimensional Model of Presynaptic Bouton

  Andrzej Bielecki, Maciej Gierdziewicz

  DOI: 10.1007/978-3-030-50420-5_10

• Scalable Signal-Based Simulation of Autonomous Beings in Complex Environments

  Mateusz Paciorek, Agata Bogacz, Wojciech Turek

  DOI: 10.1007/978-3-030-50420-5_11

• Design of Loss Functions for Solving Inverse Problems Using Deep Learning

  Jon Ander Rivera, David Pardo, Elisabete Alberdi

  DOI: 10.1007/978-3-030-50420-5_12

• Asynchronous Actor-Based Approach to Multiobjective Hierarchical Strategy

  Michał Idzik, Aleksander Byrski, Wojciech Turek, Marek Kisiel-Dorohinicki

  DOI: 10.1007/978-3-030-50420-5_13

• MeshingNet: A New Mesh Generation Method Based on Deep Learning

  Zheyan Zhang, Yongxing Wang, Peter K. Jimack, He Wang

  DOI: 10.1007/978-3-030-50420-5_14

• A Block Preconditioner for Scalable Large Scale Finite Element Incompressible Flow Simulations

  Damian Goik, Krzysztof Banaś

  DOI: 10.1007/978-3-030-50420-5_15

• Integrating Agent-Based Modelling with Copula Theory: Preliminary Insights and Open Problems

  Peter Fratrič, Giovanni Sileno, Tom van Engers, Sander Klous

  DOI: 10.1007/978-3-030-50420-5_16

• Computational Complexity of Hierarchically Adapted Meshes

  Marcin Skotniczny

  DOI: 10.1007/978-3-030-50420-5_17

• A Novel Bio-inspired Hybrid Metaheuristic for Unsolicited Bulk Email Detection

  Tushaar Gangavarapu, C. D. Jaidhar

  DOI: 10.1007/978-3-030-50420-5_18

• Applications of Computational Methods in Artificial Intelligence and Machine Learning

• Link Prediction by Analyzing Temporal Behavior of Vertices

  Kalyani Selvarajah, Ziad Kobti, Mehdi Kargar

  DOI: 10.1007/978-3-030-50420-5_19

• Detecting the Most Insightful Parts of Documents Using a Regularized Attention-Based Model

  Kourosh Modarresi

  DOI: 10.1007/978-3-030-50420-5_20

• Challenge Collapsar (CC) Attack Traffic Detection Based on Packet Field Differentiated Preprocessing and Deep Neural Network

  Xiaolin Liu, Shuhao Li, Yongzheng Zhang, Xiaochun Yun, Jia Li

  DOI: 10.1007/978-3-030-50420-5_21

• Deep Low-Density Separation for Semi-supervised Classification

  Michael C. Burkhart, Kyle Shan

  DOI: 10.1007/978-3-030-50420-5_22

• Learning Functions Using Data-Dependent Regularization: Representer Theorem Revisited

  Qing Zou

  DOI: 10.1007/978-3-030-50420-5_23

• Reduction of Numerical Errors in Zernike Invariants Computed via Complex-Valued Integral Images

  Przemysław Klęsk, Aneta Bera, Dariusz Sychel

  DOI: 10.1007/978-3-030-50420-5_24

• Effect of Dataset Size on Efficiency of Collaborative Filtering Recommender Systems with Multi-clustering as a Neighbourhood Identification Strategy

  Urszula Kużelewska

  DOI: 10.1007/978-3-030-50420-5_25

• GCN-IA: User Profile Based on Graph Convolutional Network with Implicit Association Labels

  Jie Wen, Lingwei Wei, Wei Zhou, Jizhong Han, Tao Guo

  DOI: 10.1007/978-3-030-50420-5_26

• Interval Adjoint Significance Analysis for Neural Networks

  Sher Afghan, Uwe Naumann

  DOI: 10.1007/978-3-030-50420-5_27

• Ringer: Systematic Mining of Malicious Domains by Dynamic Graph Convolutional Network

  Zhicheng Liu, Shuhao Li, Yongzheng Zhang, Xiaochun Yun, Chengwei Peng

  DOI: 10.1007/978-3-030-50420-5_28

• An Empirical Evaluation of Attention and Pointer Networks for Paraphrase Generation

  Varun Gupta, Adam Krzyżak

  DOI: 10.1007/978-3-030-50420-5_29

• Interval Methods for Seeking Fixed Points of Recurrent Neural Networks

  Bartłomiej Jacek Kubica, Paweł Hoser, Artur Wiliński

  DOI: 10.1007/978-3-030-50420-5_30

• Fusion Learning: A One Shot Federated Learning

  Anirudh Kasturi, Anish Reddy Ellore, Chittaranjan Hota

  DOI: 10.1007/978-3-030-50420-5_31

• The Concept of System for Automated Scientific Literature Reviews Generation

  Anton Teslyuk

  DOI: 10.1007/978-3-030-50420-5_32

• A Proposed Machine Learning Model for Forecasting Impact of Traffic-Induced Vibrations on Buildings

  Anna Jakubczyk-Gałczyńska, Robert Jankowski

  DOI: 10.1007/978-3-030-50420-5_33

• Retrain or Not Retrain? - Efficient Pruning Methods of Deep CNN Networks

  Marcin Pietron, Maciej Wielgosz

  DOI: 10.1007/978-3-030-50420-5_34

• Hidden Markov Models and Their Application for Predicting Failure Events

  Paul Hofmann, Zaid Tashman

  DOI: 10.1007/978-3-030-50420-5_35

• Biomedical and Bioinformatics Challenges for Computer Science

• Reference-Based Haplotype Phasing with FPGAs

  Lars Wienbrandt, Jan Christian Kässens, David Ellinghaus

  DOI: 10.1007/978-3-030-50420-5_36

• Tree Based Advanced Relative Expression Analysis

  Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski

  DOI: 10.1007/978-3-030-50420-5_37

• Testing the Significance of Interactions in Genetic Studies Using Interaction Information and Resampling Technique

  Paweł Teisseyre, Jan Mielniczuk, Michał J. Dąbrowski

  DOI: 10.1007/978-3-030-50420-5_38

• Analysis of Ensemble Feature Selection for Correlated High-Dimensional RNA-Seq Cancer Data

  Aneta Polewko-Klim, Witold R. Rudnicki

  DOI: 10.1007/978-3-030-50420-5_39

• Biological Network Visualization for Targeted Proteomics Based on Mean First-Passage Time in Semi-Lazy Random Walks

  Tomasz Arodz

  DOI: 10.1007/978-3-030-50420-5_40

• Bootstrap Bias Corrected Cross Validation Applied to Super Learning

  Krzysztof Mnich, Agnieszka Kitlas Golińska, Aneta Polewko-Klim, Witold R. Rudnicki

  DOI: 10.1007/978-3-030-50420-5_41

• MMRF-CoMMpass Data Integration and Analysis for Identifying Prognostic Markers

  Marzia Settino, Mariamena Arbitrio, Francesca Scionti, Daniele Caracciolo, Maria Teresa Di Martino, Pierosandro Tagliaferri et al.

  DOI: 10.1007/978-3-030-50420-5_42

• Using Machine Learning in Accuracy Assessment of Knowledge-Based Energy and Frequency Base Likelihood in Protein Structures

  Katerina Serafimova, Iliyan Mihaylov, Dimitar Vassilev, Irena Avdjieva, Piotr Zielenkiewicz, Szymon Kaczanowski

  DOI: 10.1007/978-3-030-50420-5_43

• Quantifying Overfitting Potential in Drug Binding Datasets

  Brian Davis, Kevin Mcloughlin, Jonathan Allen, Sally R. Ellingson

  DOI: 10.1007/978-3-030-50420-5_44

• Detection of Tumoral Epithelial Lesions Using Hyperspectral Imaging and Deep Learning

  Daniel Vitor de Lucena, Anderson da Silva Soares, Clarimar José Coelho, Isabela Jubé Wastowski, Arlindo Rodrigues Galvão Filho

  DOI: 10.1007/978-3-030-50420-5_45

• Statistical Iterative Reconstruction Algorithm Based on a Continuous-to-Continuous Model Formulated for Spiral Cone-Beam CT

  Robert Cierniak, Piotr Pluta

  DOI: 10.1007/978-3-030-50420-5_46

• Classification of Lung Diseases Using Deep Learning Models

  Matthew Zak, Adam Krzyżak

  DOI: 10.1007/978-3-030-50420-5_47

• An Adaptive Space-Filling Curve Trajectory for Ordering 3D Datasets to 1D: Application to Brain Magnetic Resonance Imaging Data for Classification

  Unal Sakoglu, Lohit Bhupati, Nazanin Beheshti, Nikolaos Tsekos, Lennart Johnsson

  DOI: 10.1007/978-3-030-50420-5_48

• Classifier Learning from Difficult Data

• Different Strategies of Fitting Logistic Regression for Positive and Unlabelled Data

  Paweł Teisseyre, Jan Mielniczuk, Małgorzata Łazęcka

  DOI: 10.1007/978-3-030-50423-6_1

• Branch-and-Bound Search for Training Cascades of Classifiers

  Dariusz Sychel, Przemysław Klęsk, Aneta Bera

  DOI: 10.1007/978-3-030-50423-6_2

• Application of the Stochastic Gradient Method in the Construction of the Main Components of PCA in the Task Diagnosis of Multiple Sclerosis in Children

  Mariusz Topolski

  DOI: 10.1007/978-3-030-50423-6_3

• Grammatical Inference by Answer Set Programming

  Wojciech Wieczorek, Łukasz Strąk, Arkadiusz Nowakowski, Olgierd Unold

  DOI: 10.1007/978-3-030-50423-6_4

• Dynamic Classifier Selection for Data with Skewed Class Distribution Using Imbalance Ratio and Euclidean Distance

  Paweł Zyblewski, Michał Woźniak

  DOI: 10.1007/978-3-030-50423-6_5

• On Model Evaluation Under Non-constant Class Imbalance

  Jan Brabec, Tomáš Komárek, Vojtěch Franc, Lukáš Machlica

  DOI: 10.1007/978-3-030-50423-6_6

• A Correction Method of a Base Classifier Applied to Imbalanced Data Classification

  Pawel Trajdos, Marek Kurzynski

  DOI: 10.1007/978-3-030-50423-6_7

• Standard Decision Boundaryin a Support-Domain of Fuzzy Classifier Prediction for the Task of Imbalanced Data Classification

  Pawel Ksieniewicz

  DOI: 10.1007/978-3-030-50423-6_8

• Employing One-Class SVM Classifier Ensemble for Imbalanced Data Stream Classification

  Jakub Klikowski, Michał Woźniak

  DOI: 10.1007/978-3-030-50423-6_9

• Clustering and Weighted Scoring in Geometric Space Support Vector Machine Ensemble for Highly Imbalanced Data Classification

  Paweł Ksieniewicz, Robert Burduk

  DOI: 10.1007/978-3-030-50423-6_10

• Performance Analysis of Binarization Strategies for Multi-class Imbalanced Data Classification

  Michał Żak, Michał Woźniak

  DOI: 10.1007/978-3-030-50423-6_11

• Towards Network Anomaly Detection Using Graph Embedding

  Qingsai Xiao, Jian Liu, Quiyun Wang, Zhengwei Jiang, Xuren Wang, Yepeng Yao

  DOI: 10.1007/978-3-030-50423-6_12

• Maintenance and Security System for PLC Railway LED Sign Communication Infrastructure

  Tomasz Andrysiak, Łukasz Saganowski

  DOI: 10.1007/978-3-030-50423-6_13

• Fingerprinting of URL Logs: Continuous User Authentication from Behavioural Patterns

  Jakub Nowak, Taras Holotyak, Marcin Korytkowski, Rafał Scherer, Slava Voloshynovskiy

  DOI: 10.1007/978-3-030-50423-6_14

• On the Impact of Network Data Balancing in Cybersecurity Applications

  Marek Pawlicki, Michał Choraś, Rafał Kozik, Witold Hołubowicz

  DOI: 10.1007/978-3-030-50423-6_15

• Pattern Recognition Model to Aid the Optimization ofDynamic Spectrally-Spatially Flexible Optical Networks

  Paweł Ksieniewicz, Róża Goścień, Mirosław Klinkowski, Krzysztof Walkowiak

  DOI: 10.1007/978-3-030-50423-6_16

• Missing Features Reconstruction Using a Wasserstein Generative Adversarial Imputation Network

  Magda Friedjungová, Daniel Vašata, Maksym Balatsko, Marcel Jiřina

  DOI: 10.1007/978-3-030-50423-6_17

• Complex Social Systems Through the Lens of Computational Science

• Cooperation for Public Goods Under Uncertainty

  Jeroen Bruggeman, Rudolf Sprik

  DOI: 10.1007/978-3-030-50423-6_18

• An Information-Theoretic and Dissipative Systems Approach to the Study of Knowledge Diffusion and Emerging Complexity in Innovation Systems

  Guillem Achermann, Gabriele De Luca, Michele Simoni

  DOI: 10.1007/978-3-030-50423-6_19

• Mapping the Port Influence Diffusion Patterns: A Case Study of Rotterdam, Antwerp and Singapore

  Peng Peng, Feng Lu

  DOI: 10.1007/978-3-030-50423-6_20

• Entropy-Based Measure for Influence Maximization in Temporal Networks

  Radosław Michalski, Jarosław Jankowski, Patryk Pazura

  DOI: 10.1007/978-3-030-50423-6_21

• Evaluation of the Costs of Delayed Campaigns for Limiting the Spread of Negative Content, Panic and Rumours in Complex Networks

  Jaroslaw Jankowski, Piotr Bartkow, Patryk Pazura, Kamil Bortko

  DOI: 10.1007/978-3-030-50423-6_22

• From Generality to Specificity: On Matter of Scale in Social Media Topic Communities

  Danila Vaganov, Mariia Bardina, Valentina Guleva

  DOI: 10.1007/978-3-030-50423-6_23

• Computational Health

• Hybrid Text Feature Modeling for Disease Group Prediction Using Unstructured Physician Notes

  Gokul S. Krishnan, S. Sowmya Kamath

  DOI: 10.1007/978-3-030-50423-6_24

• Early Signs of Critical Slowing Down in Heart Surface Electrograms of Ventricular Fibrillation Victims

  Berend Nannes, Rick Quax, Hiroshi Ashikaga, Mélèze Hocini, Remi Dubois, Olivier Bernus et al.

  DOI: 10.1007/978-3-030-50423-6_25

• A Comparison of Generalized Stochastic Milevsky-Promislov Mortality Models with Continuous Non-Gaussian Filters

  Piotr Śliwka, Leslaw Socha

  DOI: 10.1007/978-3-030-50423-6_26

• Ontology-Based Inference for Supporting Clinical Decisions in Mental Health

  Diego Bettiol Yamada, Filipe Andrade Bernardi, Newton Shydeo Brandão Miyoshi, Inácia Bezerra de Lima, André Luiz Teixeira Vinci, Vinicius Tohoru Yoshiura et al.

  DOI: 10.1007/978-3-030-50423-6_27

• Towards Prediction of Heart Arrhythmia Onset Using Machine Learning

  Agnieszka Kitlas Golińska, Wojciech Lesiński, Andrzej Przybylski, Witold R. Rudnicki

  DOI: 10.1007/978-3-030-50423-6_28

• Stroke ICU Patient Mortality Day Prediction

  Oleg Metsker, Vozniuk Igor, Georgy Kopanitsa, Elena Morozova, Prohorova Maria

  DOI: 10.1007/978-3-030-50423-6_29

• Universal Measure for Medical Image Quality Evaluation Based on Gradient Approach

  Marzena Bielecka, Andrzej Bielecki, Rafał Obuchowicz, Adam Piórkowski

  DOI: 10.1007/978-3-030-50423-6_30

• Constructing Holistic Patient Flow Simulation Using System Approach

  Tesfamariam M. Abuhay, Oleg G. Metsker, Aleksey N. Yakovlev, Sergey V. Kovalchuk

  DOI: 10.1007/978-3-030-50423-6_31

• Investigating Coordination of Hospital Departments in Delivering Healthcare for Acute Coronary Syndrome Patients Using Data-Driven Network Analysis

  Tesfamariam M. Abuhay, Yemisrach G. Nigatie, Oleg G. Metsker, Aleksey N. Yakovlev, Sergey V. Kovalchuk

  DOI: 10.1007/978-3-030-50423-6_32

• A Machine Learning Approach to Short-Term Body Weight Prediction in a Dietary Intervention Program

  Oladapo Babajide, Tawfik Hissam, Palczewska Anna, Gorbenko Anatoliy, Arne Astrup, J. Alfredo Martinez et al.

  DOI: 10.1007/978-3-030-50423-6_33

• An Analysis of Demographic Data in Irish Healthcare Domain to Support Semantic Uplift

  Kris McGlinn, Pamela Hussey

  DOI: 10.1007/978-3-030-50423-6_34

• From Population to Subject-Specific Reference Intervals

  Murih Pusparum, Gökhan Ertaylan, Olivier Thas

  DOI: 10.1007/978-3-030-50423-6_35

• Analyzing the Spatial Distribution of Acute Coronary Syndrome Cases Using Synthesized Data on Arterial Hypertension Prevalence

  Vasiliy N. Leonenko

  DOI: 10.1007/978-3-030-50423-6_36

• The Atrial Fibrillation Risk Score for Hyperthyroidism Patients

  Ilya V. Derevitskii, Daria A. Savitskaya, Alina Y. Babenko, Sergey V. Kovalchuk

  DOI: 10.1007/978-3-030-50423-6_37

• Applicability of Machine Learning Methods to Multi-label Medical Text Classification

  Iuliia Lenivtceva, Evgenia Slasten, Mariya Kashina, Georgy Kopanitsa

  DOI: 10.1007/978-3-030-50423-6_38

• Machine Learning Approach for the Early Prediction of the Risk of Overweight and Obesity in Young People

  Balbir Singh, Hissam Tawfik

  DOI: 10.1007/978-3-030-50423-6_39

• Gait Abnormality Detection in People with Cerebral Palsy Using an Uncertainty-Based State-Space Model

  Saikat Chakraborty, Noble Thomas, Anup Nandy

  DOI: 10.1007/978-3-030-50423-6_40

• Analyses of Public Health Databases via Clinical Pathway Modelling: TBWEB

  Anderson C. Apunike, Lívia Oliveira-Ciabati, Tiago L. M. Sanches, Lariza L. de Oliveira, Mauro N. Sanchez, Rafael M. Galliez et al.

  DOI: 10.1007/978-3-030-50423-6_41

• Preliminary Results on Pulmonary Tuberculosis Detection in Chest X-Ray Using Convolutional Neural Networks

  Márcio Eloi Colombo Filho, Rafael Mello Galliez, Filipe Andrade Bernardi, Lariza Laura de Oliveira, Afrânio Kritski, Marcel Koenigkam Santos et al.

  DOI: 10.1007/978-3-030-50423-6_42

• Risk-Based AED Placement - Singapore Case

  Ivan Derevitskii, Nikita Kogtikov, Michael H. Lees, Wentong Cai, Marcus E. H. Ong

  DOI: 10.1007/978-3-030-50423-6_43

• Time Expressions Identification Without Human-Labeled Corpus for Clinical Text Mining in Russian

  Anastasia A. Funkner, Sergey V. Kovalchuk

  DOI: 10.1007/978-3-030-50423-6_44

• Experiencer Detection and Automated Extraction of a Family Disease Tree from Medical Texts in Russian Language

  Ksenia Balabaeva, Sergey Kovalchuk

  DOI: 10.1007/978-3-030-50423-6_45

• Computational Methods for Emerging Problems in (dis-)Information Analysis

• Machine Learning – The Results Are Not the only Thing that Matters! What About Security, Explainability and Fairness?

  Michał Choraś, Marek Pawlicki, Damian Puchalski, Rafał Kozik

  DOI: 10.1007/978-3-030-50423-6_46

• Syntactic and Semantic Bias Detection and Countermeasures

  Roman Englert, Jörg Muschiol

  DOI: 10.1007/978-3-030-50423-6_47

• Detecting Rumours in Disasters: An Imbalanced Learning Approach

  Amir Ebrahimi Fard, Majid Mohammadi, Bartel van de Walle

  DOI: 10.1007/978-3-030-50423-6_48

• Sentiment Analysis for Fake News Detection by Means of Neural Networks

  Sebastian Kula, Michał Choraś, Rafał Kozik, Paweł Ksieniewicz, Michał Woźniak

  DOI: 10.1007/978-3-030-50423-6_49

• Computational Optimization, Modelling and Simulation

• Information Theory-Based Feature Selection: Minimum Distribution Similarity with Removed Redundancy

  Yu Zhang, Zhuoyi Lin, Chee Keong Kwoh

  DOI: 10.1007/978-3-030-50426-7_1

• On the Potential of the Nature-Inspired Algorithms for Pure Binary Classification

  Iztok Fister Jr., Iztok Fister, Dušan Fister, Grega Vrbančič, Vili Podgorelec

  DOI: 10.1007/978-3-030-50426-7_2

• Analytical Techniques for the Identification of a Musical Score: The Musical DNA

  Michele Della Ventura

  DOI: 10.1007/978-3-030-50426-7_3

• Reduced-Cost Constrained Modeling of Microwave and Antenna Components: Recent Advances

  Anna Pietrenko-Dabrowska, Slawomir Koziel, Leifur Leifsson

  DOI: 10.1007/978-3-030-50426-7_4

• Aerodynamic Shape Optimization for Delaying Dynamic Stall of Airfoils by Regression Kriging

  Vishal Raul, Leifur Leifsson, Slawomir Koziel

  DOI: 10.1007/978-3-030-50426-7_5

• Model-Based Sensitivity Analysis of Nondestructive Testing Systems Using Machine Learning Algorithms

  Jethro Nagawkar, Leifur Leifsson, Roberto Miorelli, Pierre Calmon

  DOI: 10.1007/978-3-030-50426-7_6

• Application of Underdetermined Differential Algebraic Equations to Solving One Problem from Heat Mass Transfer

  Viktor F. Chistyakov, Elena V. Chistyakova, Anatoliy A. Levin

  DOI: 10.1007/978-3-030-50426-7_7

• Fully-Asynchronous Fully-Implicit Variable-Order Variable-Timestep Simulation of Neural Networks

  Bruno Magalhães, Michael Hines, Thomas Sterling, Felix Schürmann

  DOI: 10.1007/978-3-030-50426-7_8

• Deep Learning Assisted Memetic Algorithm for Shortest Route Problems

  Ayad Turky, Mohammad Saiedur Rahaman, Wei Shao, Flora D. Salim, Doug Bradbrook, Andy Song

  DOI: 10.1007/978-3-030-50426-7_9

• A Relaxation Algorithm for Optimal Control Problems Governed by Two-Dimensional Conservation Laws

  Michael Herty, Loubna Salhi, Mohammed Seaid

  DOI: 10.1007/978-3-030-50426-7_10

• Genetic Learning Particle Swarm Optimization with Interlaced Ring Topology

  Bożena Borowska

  DOI: 10.1007/978-3-030-50426-7_11

• Low Reynolds Number Swimming with Slip Boundary Conditions

  Hashim Alshehri, Nesreen Althobaiti, Jian Du

  DOI: 10.1007/978-3-030-50426-7_12

• Trilateration-Based Multilevel Method for Minimizing the Lennard-Jones Potential

  Jithin George, Zichao (Wendy) Di

  DOI: 10.1007/978-3-030-50426-7_13

• A Stochastic Birth-Death Model of Information Propagation Within Human Networks

  Prasidh Chhabria, Winnie Lu

  DOI: 10.1007/978-3-030-50426-7_14

• A Random Line-Search Optimization Method via Modified Cholesky Decomposition for Non-linear Data Assimilation

  Elias D. Nino-Ruiz

  DOI: 10.1007/978-3-030-50426-7_15

• A Current Task-Based Programming Paradigms Analysis

  Jérôme Gurhem, Serge G. Petiton

  DOI: 10.1007/978-3-030-50426-7_16

• Radial Basis Functions Based Algorithms for Non-Gaussian Delay Propagation in Very Large Circuits

  Dmytro Mishagli, Elena Blokhina

  DOI: 10.1007/978-3-030-50426-7_17

• Ant Colony Optimization Implementation for Reversible Synthesis in Walsh-Hadamard Domain

  Krzysztof Podlaski

  DOI: 10.1007/978-3-030-50426-7_18

• COEBA: A Coevolutionary Bat Algorithm for Discrete Evolutionary Multitasking

  Eneko Osaba, Javier Del Ser, Xin-She Yang, Andres Iglesias, Akemi Galvez

  DOI: 10.1007/978-3-030-50426-7_19

• Convex Polygon Packing Based Meshing Algorithm for Modeling of Rock and Porous Media

  Joaquí­n Torres, Nancy Hitschfeld, Rafael O. Ruiz, Alejandro Ortiz-Bernardin

  DOI: 10.1007/978-3-030-50426-7_20

• Computational Science in IoT and Smart Systems

• Modelling Contextual Data for Smart Environments. Case Study of a System to Support Mountain Rescuers

  Radosław Klimek

  DOI: 10.1007/978-3-030-50426-7_21

• Fuzzy Intelligence in Monitoring Older Adults with Wearables

  Dariusz Mrozek, Mateusz Milik, Bożena Małysiak-Mrozek, Krzysztof Tokarz, Adam Duszenko, Stanisław Kozielski

  DOI: 10.1007/978-3-030-50426-7_22

• Deep Analytics for Management and Cybersecurity of the National Energy Grid

  Ying Zhao

  DOI: 10.1007/978-3-030-50426-7_23

• 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

  DOI: 10.1007/978-3-030-50426-7_24

• 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.

  DOI: 10.1007/978-3-030-50426-7_25

• IoT-Based Cow Health Monitoring System

  Olgierd Unold, Maciej Nikodem, Marek Piasecki, Kamil Szyc, Henryk Maciejewski, Marek Bawiec et al.

  DOI: 10.1007/978-3-030-50426-7_26

• Visual Self-healing Modelling for Reliable Internet-of-Things Systems

  João Pedro Dias, Bruno Lima, João Pascoal Faria, André Restivo, Hugo Sereno Ferreira

  DOI: 10.1007/978-3-030-50426-7_27

• Comparative Analysis of Time Series Databases in the Context of Edge Computing for Low Power Sensor Networks

  Piotr Grzesik, Dariusz Mrozek

  DOI: 10.1007/978-3-030-50426-7_28

• Conversational Interface for Managing Non-trivial Internet-of-Things Systems

  André Sousa Lago, João Pedro Dias, Hugo Sereno Ferreira

  DOI: 10.1007/978-3-030-50426-7_29

• Improving Coverage Area in Sensor Deployment Using Genetic Algorithm

  Frantz Tossa, Wahabou Abdou, Eugène C. Ezin, Pierre Gouton

  DOI: 10.1007/978-3-030-50426-7_30

• Object-Oriented Internet Reactive Interoperability

  Mariusz Postół

  DOI: 10.1007/978-3-030-50426-7_31

• Impact of Long-Range Dependent Traffic in IoT Local Wireless Networks on Backhaul Link Performance

  Przemyslaw Wlodarski

  DOI: 10.1007/978-3-030-50426-7_32

• Computer Graphics, Image Processing and Artificial Intelligence

• OpenGraphGym: A Parallel Reinforcement Learning Framework for Graph Optimization Problems

  Weijian Zheng, Dali Wang, Fengguang Song

  DOI: 10.1007/978-3-030-50426-7_33

• Weighted Clustering for Bees Detection on Video Images

  Jerzy Dembski, Julian Szymański

  DOI: 10.1007/978-3-030-50426-7_34

• Improved Two-Step Binarization of Degraded Document Images Based on Gaussian Mixture Model

  Robert Krupiński, Piotr Lech, Krzysztof Okarma

  DOI: 10.1007/978-3-030-50426-7_35

• Cast Shadow Generation Using Generative Adversarial Networks

  Khasrouf Taif, Hassan Ugail, Irfan Mehmood

  DOI: 10.1007/978-3-030-50426-7_36

• Medical Image Enhancement Using Super Resolution Methods

  Koki Yamashita, Konstantin Markov

  DOI: 10.1007/978-3-030-50426-7_37

• Plane Space Representation in Context of Mode-Based Symmetry Plane Detection

  Lukáš Hruda, Ivana Kolingerová, Miroslav Lávička

  DOI: 10.1007/978-3-030-50426-7_38

• 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

  DOI: 10.1007/978-3-030-50426-7_39

• Visual Analysis of Computer Game Output Video Stream for Gameplay Metrics

  Kamil Kozłowski, Marcin Korytkowski, Dominik Szajerman

  DOI: 10.1007/978-3-030-50426-7_40

• Depth Map Estimation with Consistent Normals from Stereo Images

  Alexander Malyshev

  DOI: 10.1007/978-3-030-50426-7_41

• Parametric Learning of Associative Functional Networks Through a Modified Memetic Self-adaptive Firefly Algorithm

  Akemi Gálvez, Andrés Iglesias, Eneko Osaba, Javier Del Ser

  DOI: 10.1007/978-3-030-50426-7_42

• Dual Formulation of the TV-Stokes Denoising Model for Multidimensional Vectorial Images

  Alexander Malyshev

  DOI: 10.1007/978-3-030-50426-7_43

• Minimizing Material Consumption of 3D Printing with Stress-Guided Optimization

  Anzong Zheng, Shaojun Bian, Ehtzaz Chaudhry, Jian Chang, Habibollah Haron, Lihua You et al.

  DOI: 10.1007/978-3-030-50426-7_44

• Swarm Intelligence Approach for Rational Global Approximation of Characteristic Curves for the Van der Waals Equation of State

  Almudena Campuzano, Andrés Iglesias, Akemi Gálvez

  DOI: 10.1007/978-3-030-50426-7_45

• Data Driven Computational Sciences

• A High-Performance Implementation of Bayesian Matrix Factorization with Limited Communication

  Tom Vander Aa, Xiangju Qin, Paul Blomstedt, Roel Wuyts, Wilfried Verachtert, Samuel Kaski

  DOI: 10.1007/978-3-030-50433-5_1

• Early Adaptive Evaluation Scheme for Data-Driven Calibration in Forest Fire Spread Prediction

  Edigley Fraga, Ana Cortés, Andrés Cencerrado, Porfidio Hernández, Tomàs Margalef

  DOI: 10.1007/978-3-030-50433-5_2

• Strategic Use of Data Assimilation for Dynamic Data-Driven Simulation

  Yubin Cho, Yilin Huang, Alexander Verbraeck

  DOI: 10.1007/978-3-030-50433-5_3

• PDPNN: Modeling User Personal Dynamic Preference for Next Point-of-Interest Recommendation

  Jinwen Zhong, Can Ma, Jiang Zhou, Weiping Wang

  DOI: 10.1007/978-3-030-50433-5_4

• Cyber Attribution from Topological Patterns

  Yang Cai, Jose Andre Morales, Guoming Sun

  DOI: 10.1007/978-3-030-50433-5_5

• Applications of Data Assimilation Methods on a Coupled Dual Porosity Stokes Model

  Xiukun Hu, Craig C. Douglas

  DOI: 10.1007/978-3-030-50433-5_6

• Spatiotemporal Filtering Pipeline for Efficient Social Networks Data Processing Algorithms

  Ksenia Mukhina, Alexander Visheratin, Denis Nasonov

  DOI: 10.1007/978-3-030-50433-5_7

• Normal Grouping Density Separation (NGDS): A Novel Object-Driven Indoor Point Cloud Partition Method

  Jakub Walczak, Grzegorz Andrzejczak, Rafał Scherer, Adam Wojciechowski

  DOI: 10.1007/978-3-030-50433-5_8

• Machine Learning and Data Assimilation for Dynamical Systems

• Learning Hidden States in a Chaotic System: A Physics-Informed Echo State Network Approach

  Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri

  DOI: 10.1007/978-3-030-50433-5_9

• Learning Ergodic Averages in Chaotic Systems

  Francisco Huhn, Luca Magri

  DOI: 10.1007/978-3-030-50433-5_10

• Supermodeling: The Next Level of Abstraction in the Use of Data Assimilation

  Marcin Sendera, Gregory S. Duane, Witold Dzwinel

  DOI: 10.1007/978-3-030-50433-5_11

• A New Multilayer Network Construction via Tensor Learning

  Giuseppe Brandi, Tiziana Di Matteo

  DOI: 10.1007/978-3-030-50433-5_12

• Neural Assimilation

  Rossella Arcucci, Lamya Moutiq, Yi-Ke Guo

  DOI: 10.1007/978-3-030-50433-5_13

• A Machine-Learning-Based Importance Sampling Method to Compute Rare Event Probabilities

  Vishwas Rao, Romit Maulik, Emil Constantinescu, Mihai Anitescu

  DOI: 10.1007/978-3-030-50433-5_14

• Node Classification in Complex Social Graphs via Knowledge-Graph Embeddings and Convolutional Neural Network

  Bonaventure C. Molokwu, Shaon Bhatta Shuvo, Narayan C. Kar, Ziad Kobti

  DOI: 10.1007/978-3-030-50433-5_15

• Accelerated Gaussian Convolution in a Data Assimilation Scenario

  Pasquale De Luca, Ardelio Galletti, Giulio Giunta, Livia Marcellino

  DOI: 10.1007/978-3-030-50433-5_16

• On the Complementary Role of Data Assimilation and Machine Learning: An Example Derived from Air Quality Analysis

  Richard Ménard, Jean-François Cossette, Martin Deshaies-Jacques

  DOI: 10.1007/978-3-030-50433-5_17

• Recursive Updates of Wildfire Perimeters Using Barrier Points and Ensemble Kalman Filtering

  Abhishek Subramanian, Li Tan, Raymond A. de Callafon, Daniel Crawl, Ilkay Altintas

  DOI: 10.1007/978-3-030-50433-5_18

• Meshfree Methods in Computational Sciences

• Finding Points of Importance for Radial Basis Function Approximation of Large Scattered Data

  Vaclav Skala, Samsul Ariffin Abdul Karim, Martin Cervenka

  DOI: 10.1007/978-3-030-50433-5_19

• High Accuracy Terrain Reconstruction from Point Clouds Using Implicit Deformable Model

  Jules Morel, Alexandra Bac, Takashi Kanai

  DOI: 10.1007/978-3-030-50433-5_20

• Solving Non-linear Elasticity Problems by a WLS High Order Continuation

  Oussama Elmhaia, Youssef Belaasilia, Bouazza Braikat, Noureddine Damil

  DOI: 10.1007/978-3-030-50433-5_21

• Advanced Radial Basis Functions Mesh Morphing for High Fidelity Fluid-Structure Interaction with Known Movement of the Walls: Simulation of an Aortic Valve

  Leonardo Geronzi, Emanuele Gasparotti, Katia Capellini, Ubaldo Cella, Corrado Groth, Stefano Porziani et al.

  DOI: 10.1007/978-3-030-50433-5_22

• Radial Basis Functions Mesh Morphing

  Marco Evangelos Biancolini, Andrea Chiappa, Ubaldo Cella, Emiliano Costa, Corrado Groth, Stefano Porziani

  DOI: 10.1007/978-3-030-50433-5_23

• Radial Basis Function Approximation Optimal Shape Parameters Estimation

  Vaclav Skala, Samsul Ariffin Abdul Karim, Marek Zabran

  DOI: 10.1007/978-3-030-50433-5_24

• Multiscale Modelling and Simulation

• Projective Integration for Moment Models of the BGK Equation

  Julian Koellermeier, Giovanni Samaey

  DOI: 10.1007/978-3-030-50433-5_25

• Open Boundary Modeling in Molecular Dynamics with Machine Learning

  Philipp Neumann, Niklas Wittmer

  DOI: 10.1007/978-3-030-50433-5_26

• Microtubule Biomechanics and the Effect of Degradation of Elastic Moduli

  Sundeep Singh, Roderick Melnik

  DOI: 10.1007/978-3-030-50433-5_27

• Formation of Morphogenetic Patterns in Cellular Automata

  Manan’Iarivo Rasolonjanahary, Bakhtier Vasiev

  DOI: 10.1007/978-3-030-50433-5_28

• Multilevel Monte Carlo with Improved Correlation for Kinetic Equations in the Diffusive Scaling

  Emil Løvbak, Bert Mortier, Giovanni Samaey, Stefan Vandewalle

  DOI: 10.1007/978-3-030-50433-5_29

• Development and Application of the Statistically Similar Representative Volume Element for Numerical Modelling of Multiphase Materials

  Łukasz Rauch, Krzysztof Bzowski, Danuta Szeliga, Maciej Pietrzyk

  DOI: 10.1007/978-3-030-50433-5_30

• A Heterogeneous Multi-scale Model for Blood Flow

  Benjamin Czaja, Gábor Závodszky, Alfons Hoekstra

  DOI: 10.1007/978-3-030-50433-5_31

• Towards Accurate Simulation of Global Challenges on Data Centers Infrastructures via Coupling of Models and Data Sources

  Sergiy Gogolenko, Derek Groen, Diana Suleimenova, Imran Mahmood, Marcin Lawenda, F. Javier Nieto de Santos et al.

  DOI: 10.1007/978-3-030-50433-5_32

• Easing Multiscale Model Design and Coupling with MUSCLE 3

  Lourens E. Veen, Alfons G. Hoekstra

  DOI: 10.1007/978-3-030-50433-5_33

• Quantum Computing Workshop

• Simulations of Quantum Finite Automata

  Gustaw Lippa, Krzysztof Makieła, Marcin Kuta

  DOI: 10.1007/978-3-030-50433-5_34

• Open image in new window

  Matthias Möller, Merel Schalkers

  DOI: 10.1007/978-3-030-50433-5_35

• Generalized Quantum Deutsch-Jozsa Algorithm

  Tomasz Arodz

  DOI: 10.1007/978-3-030-50433-5_36

• Revisiting Old Combinatorial Beasts in the Quantum Age: Quantum Annealing Versus Maximal Matching

  Daniel Vert, Renaud Sirdey, Stéphane Louise

  DOI: 10.1007/978-3-030-50433-5_37

• A Quantum Annealing Algorithm for Finding Pure Nash Equilibria in Graphical Games

  Christoph Roch, Thomy Phan, Sebastian Feld, Robert Müller, Thomas Gabor, Carsten Hahn et al.

  DOI: 10.1007/978-3-030-50433-5_38

• Hybrid Quantum Annealing Heuristic Method for Solving Job Shop Scheduling Problem

  Krzysztof Kurowski, Jan Wȩglarz, Marek Subocz, Rafał Różycki, Grzegorz Waligóra

  DOI: 10.1007/978-3-030-50433-5_39

• Foundations for Workflow Application Scheduling on D-Wave System

  Dawid Tomasiewicz, Maciej Pawlik, Maciej Malawski, Katarzyna Rycerz

  DOI: 10.1007/978-3-030-50433-5_40

• A Hybrid Solution Method for the Multi-Service Location Set Covering Problem

  Irina Chiscop, Jelle Nauta, Bert Veerman, Frank Phillipson

  DOI: 10.1007/978-3-030-50433-5_41

• New Hybrid Quantum Annealing Algorithms for Solving Vehicle Routing Problem

  Michał Borowski, Paweł Gora, Katarzyna Karnas, Mateusz Błajda, Krystian Król, Artur Matyjasek et al.

  DOI: 10.1007/978-3-030-50433-5_42

• Multi-agent Reinforcement Learning Using Simulated Quantum Annealing

  Niels M. P. Neumann, Paolo B. U. L. de Heer, Irina Chiscop, Frank Phillipson

  DOI: 10.1007/978-3-030-50433-5_43

• Quantum Hopfield Neural Networks: A New Approach and Its Storage Capacity

  Nicholas Meinhardt, Niels M. P. Neumann, Frank Phillipson

  DOI: 10.1007/978-3-030-50433-5_44

• A Variational Algorithm for Quantum Neural Networks

  Antonio Macaluso, Luca Clissa, Stefano Lodi, Claudio Sartori

  DOI: 10.1007/978-3-030-50433-5_45

• Imperfect Distributed Quantum Phase Estimation

  Niels M. P. Neumann, Roy van Houte, Thomas Attema

  DOI: 10.1007/978-3-030-50433-5_46

• Optimal Representation of Quantum Channels

  Paulina Lewandowska, Ryszard Kukulski, Łukasz Pawela

  DOI: 10.1007/978-3-030-50433-5_47

• Perturbation of the Numerical Range of Unitary Matrices

  Ryszard Kukulski, Paulina Lewandowska, Łukasz Pawela

  DOI: 10.1007/978-3-030-50433-5_48

• Design of Short Codes for Quantum Channels with Asymmetric Pauli Errors

  Marco Chiani, Lorenzo Valentini

  DOI: 10.1007/978-3-030-50433-5_49

• Simulation Methodology for Electron Transfer in CMOS Quantum Dots

  Andrii Sokolov, Dmytro Mishagli, Panagiotis Giounanlis, Imran Bashir, Dirk Leipold, Eugene Koskin et al.

  DOI: 10.1007/978-3-030-50433-5_50

• Simulations of Flow and Transport: Modeling, Algorithms and Computation

• Decoupled and Energy Stable Time-Marching Scheme for the Interfacial Flow with Soluble Surfactants

  Guangpu Zhu, Aifen Li

  DOI: 10.1007/978-3-030-50436-6_1

• A Numerical Algorithm to Solve the Two-Phase Flow in Porous Media Including Foam Displacement

  Filipe Fernandes de Paula, Thiago Quinelato, Iury Igreja, Grigori Chapiro

  DOI: 10.1007/978-3-030-50436-6_2

• A Three-Dimensional, One-Field, Fictitious Domain Method for Fluid-Structure Interactions

  Yongxing Wang, Peter K. Jimack, Mark A. Walkley

  DOI: 10.1007/978-3-030-50436-6_3

• Multi Axes Sliding Mesh Approach for Compressible Viscous Flows

  Masashi Yamakawa, Satoshi Chikaguchi, Shinichi Asao, Shotaro Hamato

  DOI: 10.1007/978-3-030-50436-6_4

• Monolithic Arbitrary Lagrangian–Eulerian Finite Element Method for a Multi-domain Blood Flow–Aortic Wall Interaction Problem

  Pengtao Sun, Chen-Song Zhang, Rihui Lan, Lin Li

  DOI: 10.1007/978-3-030-50436-6_5

• Morphing Numerical Simulation of Incompressible Flows Using Seamless Immersed Boundary Method

  Kyohei Tajiri, Mitsuru Tanaka, Masashi Yamakawa, Hidetoshi Nishida

  DOI: 10.1007/978-3-030-50436-6_6

• deal.II Implementation of a Two-Field Finite Element Solver for Poroelasticity

  Zhuoran Wang, Jiangguo Liu

  DOI: 10.1007/978-3-030-50436-6_7

• Numerical Investigation of Solute Transport in Fractured Porous Media Using the Discrete Fracture Model

  Mohamed F. El-Amin, Jisheng Kou, Shuyu Sun

  DOI: 10.1007/978-3-030-50436-6_8

• Adaptive Multiscale Model Reduction for Nonlinear Parabolic Equations Using GMsFEM

  Yiran Wang, Eric Chung, Shubin Fu

  DOI: 10.1007/978-3-030-50436-6_9

• Parallel Shared-Memory Isogeometric Residual Minimization (iGRM) for Three-Dimensional Advection-Diffusion Problems

  Marcin Łoś, Judit Munoz-Matute, Krzysztof Podsiadło, Maciej Paszyński, Keshav Pingali

  DOI: 10.1007/978-3-030-50436-6_10

• Numerical Simulation of Heat Transfer in an Enclosure with Time-Periodic Heat Generation Using Finite-Difference Method

  Igor Miroshnichenko, Mikhail Sheremet

  DOI: 10.1007/978-3-030-50436-6_11

• Development of an Object-Oriented Programming Tool Based on FEM for Numerical Simulation of Mineral-Slurry Transport

  Sergio Peralta, Jhon Cordova, Cesar Celis, Danmer Maza

  DOI: 10.1007/978-3-030-50436-6_12

• Descending Flight Simulation of Tiltrotor Aircraft at Different Descent Rates

  Ayato Takii, Masashi Yamakawa, Shinichi Asao

  DOI: 10.1007/978-3-030-50436-6_13

• The Quantization Algorithm Impact in Hydrological Applications: Preliminary Results

  Alessio De Rango, Luca Furnari, Donato D’Ambrosio, Alfonso Senatore, Salvatore Straface, Giuseppe Mendicino

  DOI: 10.1007/978-3-030-50436-6_14

• An Expanded Mixed Finite Element Method for Space Fractional Darcy Flow in Porous Media

  Huangxin Chen, Shuyu Sun

  DOI: 10.1007/978-3-030-50436-6_15

• Prediction of the Free Jet Noise Using Quasi-gas Dynamic Equations and Acoustic Analogy

  Andrey Epikhin, Matvey Kraposhin

  DOI: 10.1007/978-3-030-50436-6_16

• Simulation Based Exploration of Bacterial Cross Talk Between Spatially Separated Colonies in a Multispecies Biofilm Community

  Pavel Zarva, Hermann J. Eberl

  DOI: 10.1007/978-3-030-50436-6_17

• Massively Parallel Stencil Strategies for Radiation Transport Moment Model Simulations

  Marco Berghoff, Martin Frank, Benjamin Seibold

  DOI: 10.1007/978-3-030-50436-6_18

• Hybrid Mixed Methods Applied to Miscible Displacements with Adverse Mobility Ratio

  Iury Igreja, Gabriel de Miranda

  DOI: 10.1007/978-3-030-50436-6_19

• Smart Systems: Bringing Together Computer Vision, Sensor Networks and Machine Learning

• Learn More from Context: Joint Modeling of Local and Global Attention for Aspect Sentiment Classification

  Siyuan Wang, Peng Liu, Jinqiao Shi, Xuebin Wang, Can Zhao, Zelin Yin

  DOI: 10.1007/978-3-030-50436-6_20

• ArtPDGAN: Creating Artistic Pencil Drawing with Key Map Using Generative Adversarial Networks

  SuChang Li, Kan Li, Ilyes Kacher, Yuichiro Taira, Bungo Yanatori, Imari Sato

  DOI: 10.1007/978-3-030-50436-6_21

• Interactive Travel Aid for the Visually Impaired: from Depth Maps to Sonic Patterns and Verbal Messages

  Piotr Skulimowski, Pawel Strumillo

  DOI: 10.1007/978-3-030-50436-6_22

• Ontology-Driven Edge Computing

  Konstantin Ryabinin, Svetlana Chuprina

  DOI: 10.1007/978-3-030-50436-6_23

• Combined Metrics for Quality Assessment of 3D Printed Surfaces for Aesthetic Purposes: Towards Higher Accordance with Subjective Evaluations

  Jarosław Fastowicz, Piotr Lech, Krzysztof Okarma

  DOI: 10.1007/978-3-030-50436-6_24

• Path Markup Language for Indoor Navigation

  Yang Cai, Florian Alber, Sean Hackett

  DOI: 10.1007/978-3-030-50436-6_25

• Smart Fire Alarm System with Person Detection and Thermal Camera

  Yibing Ma, Xuetao Feng, Jile Jiao, Zhongdong Peng, Shenger Qian, Hui Xue et al.

  DOI: 10.1007/978-3-030-50436-6_26

• Data Mining for Big Dataset-Related Thermal Analysis of High Performance Computing (HPC) Data Center

  Davide De Chiara, Marta Chinnici, Ah-Lian Kor

  DOI: 10.1007/978-3-030-50436-6_27

• A Comparison of Multiple Objective Algorithms in the Context of a Dial a Ride Problem

  Pedro M. M. Guerreiro, Pedro J. S. Cardoso, Hortênsio C. L. Fernandes

  DOI: 10.1007/978-3-030-50436-6_28

• Software Engineering for Computational Science

• Lessons Learned in a Decade of Research Software Engineering GPU Applications

  Ben van Werkhoven, Willem Jan Palenstijn, Alessio Sclocco

  DOI: 10.1007/978-3-030-50436-6_29

• Unit Tests of Scientific Software: A Study on SWMM

  Zedong Peng, Xuanyi Lin, Nan Niu

  DOI: 10.1007/978-3-030-50436-6_30

• NUMA-Awareness as a Plug-In for an Eventify-Based Fast Multipole Method

  Laura Morgenstern, David Haensel, Andreas Beckmann, Ivo Kabadshow

  DOI: 10.1007/978-3-030-50436-6_31

• Boosting Group-Level Synergies by Using a Shared Modeling Framework

  Yunus Sevinchan, Benjamin Herdeanu, Harald Mack, Lukas Riedel, Kurt Roth

  DOI: 10.1007/978-3-030-50436-6_32

• Testing Research Software: A Case Study

  Nasir U. Eisty, Danny Perez, Jeffrey C. Carver, J. David Moulton, Hai Ah Nam

  DOI: 10.1007/978-3-030-50436-6_33

• APE: A Command-Line Tool and API for Automated Workflow Composition

  Vedran Kasalica, Anna-Lena Lamprecht

  DOI: 10.1007/978-3-030-50436-6_34

• Solving Problems with Uncertainties

• An Ontological Approach to Knowledge Building by Data Integration

  Salvatore Flavio Pileggi, Hayden Crain, Sadok Ben Yahia

  DOI: 10.1007/978-3-030-50436-6_35

• A Simple Stochastic Process Model for River Environmental Assessment Under Uncertainty

  Hidekazu Yoshioka, Motoh Tsujimura, Kunihiko Hamagami, Yumi Yoshioka

  DOI: 10.1007/978-3-030-50436-6_36

• A Posteriori Error Estimation via Differences of Numerical Solutions

  Aleksey K. Alekseev, Alexander E. Bondarev, Artem E. Kuvshinnikov

  DOI: 10.1007/978-3-030-50436-6_37

• Global Sensitivity Analysis of Various Numerical Schemes for the Heston Model

  Emanouil Atanassov, Sergei Kucherenko, Aneta Karaivanova

  DOI: 10.1007/978-3-030-50436-6_38

• Robust Single Machine Scheduling with Random Blocks in an Uncertain Environment

  Wojciech Bożejko, Paweł Rajba, Mieczysław Wodecki

  DOI: 10.1007/978-3-030-50436-6_39

• Empirical Analysis of Stochastic Methods of Linear Algebra

  Mustafa Emre Şahin, Anton Lebedev, Vassil Alexandrov

  DOI: 10.1007/978-3-030-50436-6_40

• Wind Field Parallelization Based on Python Multiprocessing to Reduce Forest Fire Propagation Prediction Uncertainty

  Gemma Sanjuan, Tomas Margalef, Ana Cortés

  DOI: 10.1007/978-3-030-50436-6_41

• Risk Profiles of Financial Service Portfolio for Women Segment Using Machine Learning Algorithms

  Jessica Ivonne Lozano-Medina, Laura Hervert-Escobar, Neil Hernandez-Gress

  DOI: 10.1007/978-3-030-50436-6_42

• Multidimensional BSDEs with Mixed Reflections and Balance Sheet Optimal Switching Problem

  Rachid Belfadli, M’hamed Eddahbi, Imade Fakhouri, Youssef Ouknine

  DOI: 10.1007/978-3-030-50436-6_43

• Teaching Computational Science

• Modeling and Automatic Code Generation Tool for Teaching Concurrent and Parallel Programming by Finite State Processes

  Edwin Monteiro, Kelvinn Pereira, Raimundo Barreto

  DOI: 10.1007/978-3-030-50436-6_44

• Automatic Feedback Provision in Teaching Computational Science

  Hans Fangohr, Neil O’Brien, Ondrej Hovorka, Thomas Kluyver, Nick Hale, Anil Prabhakar et al.

  DOI: 10.1007/978-3-030-50436-6_45

• Computational Science vs. Zombies

  Valerie Maxville, Brodie Sandford

  DOI: 10.1007/978-3-030-50436-6_46

• Supporting Education in Algorithms of Computational Mathematics by Dynamic Visualizations Using Computer Algebra System

  Włodzimierz Wojas, Jan Krupa

  DOI: 10.1007/978-3-030-50436-6_47

• Teaching About the Social Construction of Reality Using a Model of Information Processing

  Loren Demerath, James Reid, E. Dante Suarez

  DOI: 10.1007/978-3-030-50436-6_48

• Bringing Harmony to Computational Science Pedagogy

  Richard Roth, William Pierce

  DOI: 10.1007/978-3-030-50436-6_49

• UNcErtainty QUantIficatiOn for ComputationAl modeLs

• Intrusive Polynomial Chaos for CFD Using OpenFOAM

  Jigar Parekh, Roel Verstappen

  DOI: 10.1007/978-3-030-50436-6_50

• Distributions of a General Reduced-Order Dependence Measure and Conditional Independence Testing

  Mariusz Kubkowski, Małgorzata Łazȩcka, Jan Mielniczuk

  DOI: 10.1007/978-3-030-50436-6_51

• MCMC for Bayesian Uncertainty Quantification from Time-Series Data

  Philip Maybank, Patrick Peltzer, Uwe Naumann, Ingo Bojak

  DOI: 10.1007/978-3-030-50436-6_52

• Uncertainty Quantification for Multiscale Fusion Plasma Simulations with VECMA Toolkit

  Jalal Lakhlili, Olivier Hoenen, Onnie O. Luk, David P. Coster

  DOI: 10.1007/978-3-030-50436-6_53

• Sensitivity Analysis of Soil Parameters in Crop Model Supported with High-Throughput Computing

  Mikhail Gasanov, Anna Petrovskaia, Artyom Nikitin, Sergey Matveev, Polina Tregubova, Maria Pukalchik et al.

  DOI: 10.1007/978-3-030-50436-6_54

• A Bluff-and-Fix Algorithm for Polynomial Chaos Methods

  Laura Lyman, Gianluca Iaccarino

  DOI: 10.1007/978-3-030-50436-6_55

• Markov Chain Monte Carlo Methods for Fluid Flow Forecasting in the Subsurface

  Alsadig Ali, Abdullah Al-Mamun, Felipe Pereira, Arunasalam Rahunanthan

  DOI: 10.1007/978-3-030-50436-6_56