ICCS 2021 Conference Proceedings

The proceedings shown on this page are the camera-ready version of the papers published in LNCS volumes 12742, 12743, 12744, 12745, 12746 and 12747. To cite these publications, please use the final published version, which is linked to at the bottom of each publication.

• Computational Science for a Better Future. Preface to ICCS 2021

  Maciej Paszynski, Dieter Kranzlmüller, Valeria V. Krzhizhanovskaya, Jack J. Dongarra, Peter M.A. Sloot

• ICCS 2021 Main Track

• Smoothing Speed Variability in Age-Friendly Urban Traffic Management

  José Monreal Bailey, Hadi Tabatabaee Malazi, Siobhán Clarke

  DOI: 10.1007/978-3-030-77961-0_1

• An Innovative Employment of the NetLogo AIDS Model in Developing a New Chain Code for Compression

  Khaldoon Dhou, Christopher Cruzen

  DOI: 10.1007/978-3-030-77961-0_2

• Simulation Modeling of Epidemic Risk in Supermarkets: Investigating the Impact of Social Distancing and Checkout Zone Design

  Tomasz Antczak, Bartosz Skorupa, Mikołaj Szurlej, Rafał Weron, Jacek Zabawa

  DOI: 10.1007/978-3-030-77961-0_3

• A Multi-cell Cellular Automata Model of Traffic Flow with Emergency Vehicles: Effect of a Corridor of Life

  Krzysztof Małecki, Marek Kamiński, Jarosław Wąs

  DOI: 10.1007/978-3-030-77961-0_4

• HSLF: HTTP Header Sequence Based LSH Fingerprints for Application Traffic Classification

  Zixian Tang, Qiang Wang, Wenhao Li, Huaifeng Bao, Feng Liu, Wen Wang

  DOI: 10.1007/978-3-030-77961-0_5

• Music Genre Classification: Looking for the Perfect Network

  Daniel Kostrzewa, Piotr Kaminski, Robert Brzeski

  DOI: 10.1007/978-3-030-77961-0_6

• Big Data for National Security in the Era of COVID-19

  Pedro Cárdenas, Boguslaw Obara, Ioannis Ivrissimtzis, Ibad Kureshi, Georgios Theodoropoulos

  DOI: 10.1007/978-3-030-77961-0_7

• Efficient Prediction of Spatio-Temporal Events on the Example of the Availability of Vehicles Rented per Minute

  Bartlomiej Balcerzak, Radoslaw Nielek, Jerzy Pawel Nowacki

  DOI: 10.1007/978-3-030-77961-0_8

• Grouped Multi-Layer Echo State Networks with Self-Normalizing Activations

  Robert Wcisło, Wojciech Czech

  DOI: 10.1007/978-3-030-77961-0_9

• SGAIN, WSGAIN-CP and WSGAIN-GP: Novel GAN Methods for Missing Data Imputation

  Diogo Telmo Neves, Marcel Ganesh Naik, Alberto Proença

  DOI: 10.1007/978-3-030-77961-0_10

• Deep Learning Driven Self-adaptive Hp Finite Element Method

  Maciej Paszyński, Rafał Grzeszczuk, David Pardo, Leszek Demkowicz

  DOI: 10.1007/978-3-030-77961-0_11

• Machine-Learning Based Prediction of Multiple Types of Network Traffic

  Aleksandra Knapińska, Piotr Lechowicz, Krzysztof Walkowiak

  DOI: 10.1007/978-3-030-77961-0_12

• Scalable Handwritten Text Recognition System for Lexicographic Sources of Under-Resourced Languages and Alphabets

  Jan Idziak, Artjoms Šeļa, Michał Woźniak, Albert Leśniak, Joanna Byszuk, Maciej Eder

  DOI: 10.1007/978-3-030-77961-0_13

• Out-Plant Milk-Run-Driven Mission Planning Subject to Dynamic Changes of Date and Place Delivery

  Grzegorz Bocewicz, Izabela Nielsen, Czeslaw Smutnicki, Zbigniew Banaszak

  DOI: 10.1007/978-3-030-77961-0_14

• An Efficient Hybrid Planning Framework for In-Station Train Dispatching

  Matteo Cardellini, Marco Maratea, Mauro Vallati, Gianluca Boleto, Luca Oneto

  DOI: 10.1007/978-3-030-77961-0_15

• Evaluating Energy-Aware Scheduling Algorithms for I/O-Intensive Scientific Workflows

  Tainã Coleman, Henri Casanova, Ty Gwartney, Rafael Ferreira da Silva

  DOI: 10.1007/978-3-030-77961-0_16

• A Job Shop Scheduling Problem with Due Dates Under Conditions of Uncertainty

  Wojciech Bożejko, Paweł Rajba, Mariusz Uchroński, Mieczysław Wodecki

  DOI: 10.1007/978-3-030-77961-0_17

• New Variants of SDLS Algorithm for LABS Problem Dedicated to GPGPU Architectures

  Dominik Żurek, Kamil Piętak, Marcin Pietroń, Marek Kisiel-Dorohinicki

  DOI: 10.1007/978-3-030-77961-0_18

• Highly Effective GPU Realization of Discrete Wavelet Transform for Big-Data Problems

  Dariusz Puchala, Kamil Stokfiszewski

  DOI: 10.1007/978-3-030-77961-0_19

• A Dynamic Replication Approach for Monte Carlo Photon Transport on Heterogeneous Architectures

  Ryan Bleile, Patrick Brantley, Matthew O’Brien, Hank Childs

  DOI: 10.1007/978-3-030-77961-0_20

• Scientific Workflow Management on Hybrid Clouds with Cloud Bursting and Transparent Data Access

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

  DOI: 10.1007/978-3-030-77961-0_21

• Scaling Simulation of Continuous Urban Traffic Model for High Performance Computing System

  Mateusz Najdek, Hairuo Xie, Wojciech Turek

  DOI: 10.1007/978-3-030-77961-0_22

• A Semi-supervised Approach for Trajectory Segmentation to Identify Different Moisture Processes in the Atmosphere

  Benjamin Ertl, Matthias Schneider, Christopher Diekmann, Jörg Meyer, Achim Streit

  DOI: 10.1007/978-3-030-77961-0_23

• mRelief: A Reward Penalty Based Feature Subset Selection Considering Data Overlapping Problem

  Suravi Akhter, Sadia Sharmin, Sumon Ahmed, Abu Ashfaqur Sajib, Mohammad Shoyaib

  DOI: 10.1007/978-3-030-77961-0_24

• Reconstruction of Long-Lived Particles in LHCb CERN Project by Data Analysis and Computational Intelligence Methods

  Grzegorz Gołaszewski, Piotr Kulczycki, Tomasz Szumlak, Szymon Łukasik

  DOI: 10.1007/978-3-030-77961-0_25

• Motion Trajectory Grouping for Human Head Gestures Related to Facial Expressions

  Maja Kocoń

  DOI: 10.1007/978-3-030-77961-0_26

• DenLAC: Density Levels Aggregation Clustering – A Flexible Clustering Method –

  Iulia-Maria Rădulescu, Alexandru Boicea, Ciprian-Octavian Truică, Elena-Simona Apostol, Mariana Mocanu, Florin Rădulescu

  DOI: 10.1007/978-3-030-77961-0_27

• Acceleration of the Robust Newton Method by the Use of the S-iteration

  Krzysztof Gdawiec, Wiesław Kotarski, Agnieszka Lisowska

  DOI: 10.1007/978-3-030-77961-0_28

• A New Approach to Eliminate Rank Reversal in the MCDA Problems

  Bartłomiej Kizielewicz, Andrii Shekhovtsov, Wojciech Sałabun

  DOI: 10.1007/978-3-030-77961-0_29

• Validating Optimal COVID-19 Vaccine Distribution Models

  Mahzabeen Emu, Dhivya Chandrasekaran, Vijay Mago, Salimur Choudhury

  DOI: 10.1007/978-3-030-77961-0_30

• RNACache: Fast Mapping of RNA-Seq Reads to Transcriptomes Using MinHashing

  Julian Cascitti, Stefan Niebler, André Müller, Bertil Schmidt

  DOI: 10.1007/978-3-030-77961-0_31

• Digital Image Reduction for Analysis of Topological Changes in Pore Space During Chemical Dissolution

  Dmitriy Prokhorov, Vadim Lisitsa, Yaroslav Bazaikin

  DOI: 10.1007/978-3-030-77961-0_32

• Oil and Gas Reservoirs Parameters Analysis Using Mixed Learning of Bayesian Networks

  Irina Deeva, Anna Bubnova, Petr Andriushchenko, Anton Voskresenskiy, Nikita Bukhanov, Nikolay O. Nikitin et al.

  DOI: 10.1007/978-3-030-77961-0_33

• Analytic and Numerical Solutions of Space-Time Fractional Diffusion Wave Equations with Different Fractional Order

  Abhishek Kumar Singh, Mani Mehra

  DOI: 10.1007/978-3-030-77961-0_34

• Chebyshev-Type Rational Approximations of the One-Way Helmholtz Equation for Solving a Class of Wave Propagation Problems

  Mikhail S. Lytaev

  DOI: 10.1007/978-3-030-77961-0_35

• Investigating In Situ Reduction via Lagrangian Representations for Cosmology and Seismology Applications

  Sudhanshu Sane, Chris R. Johnson, Hank Childs

  DOI: 10.1007/978-3-030-77961-0_36

• Revolve-Based Adjoint Checkpointing for Multistage Time Integration

  Hong Zhang, Emil Constantinescu

  DOI: 10.1007/978-3-030-77961-0_37

• Comprehensive Regularization of PIES for Problems Modeled by 2D Laplace’s Equation

  Krzysztof Szerszeń, Eugeniusz Zieniuk, Agnieszka Bołtuć, Andrzej Kużelewski

  DOI: 10.1007/978-3-030-77961-0_38

• High Resolution TVD Scheme Based on Fuzzy Modifiers for Shallow-Water Equations

  Ruchika Lochab, Vivek Kumar

  DOI: 10.1007/978-3-030-77961-0_39

• PIES for Viscoelastic Analysis

  Agnieszka Bołtuć, Eugeniusz Zieniuk

  DOI: 10.1007/978-3-030-77961-0_40

• Fast and Accurate Determination of Graph Node Connectivity Leveraging Approximate Methods

  Robert S. Sinkovits

  DOI: 10.1007/978-3-030-77961-0_41

• An Exact Algorithm for Finite Metric Space Embedding into a Euclidean Space When the Dimension of the Space Is Not Known

  Ewa Skubalska-Rafajłowicz, Wojciech Rafajłowicz

  DOI: 10.1007/978-3-030-77961-0_42

• Resolving Policy Conflicts for Cross-Domain Access Control: A Double Auction Approach

  Yunchuan Guo, Xiyang Sun, Mingjie Yu, Fenghua Li, Kui Geng, Zifu Li

  DOI: 10.1007/978-3-030-77961-0_43

• An Adaptive Network Model for Procrastination Behaviour Including Self-regulation and Emotion Regulation

  Hildebert Moulie, Robin van den Berg, Jan Treur

  DOI: 10.1007/978-3-030-77961-0_44

• Improved Lower Bounds for the Cyclic Bandwidth Problem

  Hugues Déprés, Guillaume Fertin, Eric Monfroy

  DOI: 10.1007/978-3-030-77961-0_45

• Co-evolution of Knowledge Diffusion and Absorption: A Simulation-Based Analysis

  Kashif Zia, Umar Farooq, Sanad Al-Maskari, Muhammad Shafi

  DOI: 10.1007/978-3-030-77961-0_46

• Estimation of Road Lighting Power Efficiency Using Graph-Controlled Spatial Data Interpretation

  Sebastian Ernst, Leszek Kotulski

  DOI: 10.1007/978-3-030-77961-0_47

• Embedding Alignment Methods in Dynamic Networks

  Kamil Tagowski, Piotr Bielak, Tomasz Kajdanowicz

  DOI: 10.1007/978-3-030-77961-0_48

• The OpenPME Problem Solving Environment for Numerical Simulations

  Nesrine Khouzami, Lars Schütze, Pietro Incardona, Landfried Kraatz, Tina Subic, Jeronimo Castrillon et al.

  DOI: 10.1007/978-3-030-77961-0_49

• Building a Prototype for Easy to Use Collaborative Immersive Analytics

  Daniel Garrido, João Jacob, Daniel Castro Silva

  DOI: 10.1007/978-3-030-77961-0_50

• Implementation of Auditable Blockchain Voting System with Hyperledger Fabric

  Michał Pawlak, Aneta Poniszewska-Marańda

  DOI: 10.1007/978-3-030-77961-0_51

• Quantum Data Hub: A Collaborative Data and Analysis Platform for Quantum Material Science

  Shweta Purawat, Subhasis Dasgupta, Luke Burbidge, Julia L. Zuo, Stephen D. Wilson, Amarnath Gupta et al.

  DOI: 10.1007/978-3-030-77961-0_52

• Hierarchical Analysis of Halo Center in Cosmology

  Zichao (Wendy) Di, Esteban Rangel, Shinjae Yoo, Stefan M. Wild

  DOI: 10.1007/978-3-030-77961-0_53

• Fast Click-Through Rate Estimation Using Data Aggregates

  Roman Wiatr, Renata G. Słota, Jacek Kitowski

  DOI: 10.1007/978-3-030-77961-0_54

• A Model for Predictingn-gram Frequency Distribution in LargeCorpora

  Joaquim F. Silva, Jose C. Cunha

  DOI: 10.1007/978-3-030-77961-0_55

• Exploiting Extensive External Information for Event Detection Through Semantic Networks Word Representation and Attention Map

  Zechen Wang, Shupeng Wang, Lei Zhang, Yong Wang

  DOI: 10.1007/978-3-030-77961-0_56

• A New Consistency Coefficient in the Multi-criteria Decision Analysis Domain

  Wojciech Sałabun, Andrii Shekhovtsov, Bartłomiej Kizielewicz

  DOI: 10.1007/978-3-030-77961-0_57

• Predicting the Age of Scientific Papers

  Pavel Savov, Adam Jatowt, Radoslaw Nielek

  DOI: 10.1007/978-3-030-77961-0_58

• Data Augmentation for Copy-Mechanism in Dialogue State Tracking

  Xiaohui Song, Liangjun Zang, Songlin Hu

  DOI: 10.1007/978-3-030-77961-0_59

• Ensemble Labeling Towards Scientific Information Extraction (ELSIE)

  Erin Murphy, Alexander Rasin, Jacob Furst, Daniela Raicu, Roselyne Tchoua

  DOI: 10.1007/978-3-030-77961-0_60

• Error Estimation and Correction Using the Forward CENA Method

  Paul D. Hovland, Jan Hückelheim

  DOI: 10.1007/978-3-030-77961-0_61

• Monte Carlo Approach to the Computational Capacities Analysis of the Computing Continuum

  Vladislav Kashansky, Gleb Radchenko, Radu Prodan

  DOI: 10.1007/978-3-030-77961-0_62

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

• Large-Scale Stabilized Multi-physics Earthquake Simulation for Digital Twin

  Ryota Kusakabe, Tsuyoshi Ichimura, Kohei Fujita, Muneo Hori, Lalith Wijerathne

  DOI: 10.1007/978-3-030-77964-1_1

• On the Design of Monte-Carlo Particle Coagulation Solver Interface: A CPU/GPU Super-Droplet Method Case Study with PySDM

  Piotr Bartman, Sylwester Arabas

  DOI: 10.1007/978-3-030-77964-1_2

• Applications of Computational Methods in Artificial Intelligence and Machine Learning

• A Deep Neural Network Based on Stacked Auto-encoder and Dataset Stratification in Indoor Location

  Jing Zhang, Ying Su

  DOI: 10.1007/978-3-030-77964-1_3

• Recurrent Autoencoder with Sequence-Aware Encoding

  Robert Susik

  DOI: 10.1007/978-3-030-77964-1_4

• A Gist Information Guided Neural Network for Abstractive Summarization

  Yawei Kong, Lu Zhang, Can Ma

  DOI: 10.1007/978-3-030-77964-1_5

• Quality of Recommendations and Cold-Start Problem in Recommender Systems Based on Multi-clusters

  Urszula Kużelewska

  DOI: 10.1007/978-3-030-77964-1_6

• Model of the Cold-Start Recommender System Based on the Petri-Markov Nets

  Mihail Chipchagov, Evgeniy Kublik

  DOI: 10.1007/978-3-030-77964-1_7

• Text-Based Product Matching with Incomplete and Inconsistent Items Descriptions

  Szymon Łukasik, Andrzej Michałowski, Piotr A. Kowalski, Amir H. Gandomi

  DOI: 10.1007/978-3-030-77964-1_8

• Unsupervised Text Style Transfer via an Enhanced Operation Pipeline

  Wanhui Qian, Jinzhu Yang, Fuqing Zhu, Yipeng Su, Songlin Hu

  DOI: 10.1007/978-3-030-77964-1_9

• Exemplar Guided Latent Pre-trained Dialogue Generation

  Miaojin Li, Peng Fu, Zheng Lin, Weiping Wang, Wenyu Zang

  DOI: 10.1007/978-3-030-77964-1_10

• Monte Carlo Winning Tickets

  Rafał Grzeszczuk, Marcin Kurdziel

  DOI: 10.1007/978-3-030-77964-1_11

• Interpreting Neural Networks Prediction for a Single Instance via Random Forest Feature Contributions

  Anna Palczewska, Urszula Markowska-Kaczmar

  DOI: 10.1007/978-3-030-77964-1_12

• A Higher-Order Adaptive Network Model to Simulate Development of and Recovery from PTSD

  Laila van Ments, Jan Treur

  DOI: 10.1007/978-3-030-77964-1_13

• Trojan Traffic Detection Based on Meta-learning

  Zijian Jia, Yepeng Yao, Qiuyun Wang, Xuren Wang, Baoxu Liu, Zhengwei Jiang

  DOI: 10.1007/978-3-030-77964-1_14

• Grasp the Key: Towards Fast and Accurate Host-Based Intrusion Detection in Data Centers

  Mengtian Gu, Biyu Zhou, Fengyang Du, Xuehai Tang, Wang Wang, Liangjun Zang et al.

  DOI: 10.1007/978-3-030-77964-1_15

• MGEL: A Robust Malware Encrypted Traffic Detection Method Based on Ensemble Learning with Multi-grained Features

  Juncheng Guo, Yafei Sang, Peng Chang, Xiaolin Xu, Yongzheng Zhang

  DOI: 10.1007/978-3-030-77964-1_16

• TS-Bert: Time Series Anomaly Detection via Pre-training Model Bert

  Weixia Dang, Biyu Zhou, Lingwei Wei, Weigang Zhang, Ziang Yang, Songlin Hu

  DOI: 10.1007/978-3-030-77964-1_17

• Relation Order Histograms as a Network Embedding Tool

  Radosław Łazarz, Michał Idzik

  DOI: 10.1007/978-3-030-77964-1_18

• Desensitization Due to Overstimulation: A Second-Order Adaptive Network Model

  Alex Korthouwer, David Noordberg, Jan Treur

  DOI: 10.1007/978-3-030-77964-1_19

• A Modified Deep Q-Network Algorithm Applied to the Evacuation Problem

  Marcin Skulimowski

  DOI: 10.1007/978-3-030-77964-1_20

• Human-Like Storyteller: A Hierarchical Network with Gated Memory for Visual Storytelling

  Lu Zhang, Yawei Kong, Fang Fang, Cong Cao, Yanan Cao, Yanbing Liu et al.

  DOI: 10.1007/978-3-030-77964-1_21

• Discriminative Bayesian Filtering for the Semi-supervised Augmentation of Sequential Observation Data

  Michael C. Burkhart

  DOI: 10.1007/978-3-030-77964-1_22

• TSAX is Trending

  Muhammad Marwan Muhammad Fuad

  DOI: 10.1007/978-3-030-77964-1_23

• MultiEmo: Multilingual, Multilevel, Multidomain Sentiment Analysis Corpus of Consumer Reviews

  Jan Kocoń, Piotr Miłkowski, Kamil Kanclerz

  DOI: 10.1007/978-3-030-77964-1_24

• Artificial Intelligence and High-Performance Computing for Advanced Simulations

• Outlier Removal for Isogeometric Spectral Approximation with the Optimally-Blended Quadratures

  Quanling Deng, Victor M. Calo

  DOI: 10.1007/978-3-030-77964-1_25

• Socio-cognitive Evolution Strategies

  Aleksandra Urbańczyk, Bartosz Nowak, Patryk Orzechowski, Jason H. Moore, Marek Kisiel-Dorohinicki, Aleksander Byrski

  DOI: 10.1007/978-3-030-77964-1_26

• Effective Solution of Ill-Posed Inverse Problems with Stabilized Forward Solver

  Marcin Łoś, Robert Schaefer, Maciej Smołka

  DOI: 10.1007/978-3-030-77964-1_27

• Supermodeling - A Meta-procedure for Data Assimilation and Parameters Estimation

  Leszek Siwik, Marcin Łoś, Witold Dzwinel

  DOI: 10.1007/978-3-030-77964-1_28

• AI-Accelerated CFD Simulation Based on OpenFOAM and CPU/GPU Computing

  Krzysztof Rojek, Roman Wyrzykowski, Pawel Gepner

  DOI: 10.1007/978-3-030-77964-1_29

• An Application of a Pseudo-Parabolic Modeling to Texture Image Recognition

  Joao B. Florindo, Eduardo Abreu

  DOI: 10.1007/978-3-030-77964-1_30

• A Study on a Feedforward Neural Network to Solve Partial Differential Equations in Hyperbolic-Transport Problems

  Eduardo Abreu, Joao B. Florindo

  DOI: 10.1007/978-3-030-77964-1_31

• Agent-Based Modeling of Social Phenomena for High Performance Distributed Simulations

  Mateusz Paciorek, Wojciech Turek

  DOI: 10.1007/978-3-030-77964-1_32

• Automated Method for Evaluating Neural Network’s Attention Focus

  Tomasz Szandała, Henryk Maciejewski

  DOI: 10.1007/978-3-030-77964-1_33

• Machine Learning Control Design for Elastic Composite Materials

  Sebastián Ossandón, Mauricio Barrientos, Camilo Reyes

  DOI: 10.1007/978-3-030-77964-1_34

• Optimize Memory Usage in Vector Particle-In-Cell (VPIC) to Break the 10 Trillion Particle Barrier in Plasma Simulations

  Nigel Tan, Robert Bird, Guangye Chen, Michela Taufer

  DOI: 10.1007/978-3-030-77964-1_35

• Deep Learning for Prediction of Complex Geology Ahead of Drilling

  Kristian Fossum, Sergey Alyaev, Jan Tveranger, Ahmed Elsheikh

  DOI: 10.1007/978-3-030-77964-1_36

• Biomedical and Bioinformatics Challenges for Computer Science

• Controlling Costs in Feature Selection: Information Theoretic Approach

  Paweł Teisseyre, Tomasz Klonecki

  DOI: 10.1007/978-3-030-77964-1_37

• How Fast Vaccination Can Control the COVID-19 Pandemic in Brazil?

  Rafael Sachetto Oliveira, Carolina Ribeiro Xavier, Vinícius da Fonseca Vieira, Bernardo Martins Rocha, Ruy Freitas Reis, Bárbara de Melo Quintela et al.

  DOI: 10.1007/978-3-030-77964-1_38

• Uncertainty Quantification of Tissue Damage Due to Blood Velocity in Hyperthermia Cancer Treatments

  Bruno Rocha Guedes, Marcelo Lobosco, Rodrigo Weber dos Santos, Ruy Freitas Reis

  DOI: 10.1007/978-3-030-77964-1_39

• EEG-Based Emotion Recognition – Evaluation Methodology Revisited

  Sławomir Opałka, Bartłomiej Stasiak, Agnieszka Wosiak, Aleksandra Dura, Adam Wojciechowski

  DOI: 10.1007/978-3-030-77964-1_40

• Modeling the Electromechanics of a Single Cardiac Myocyte

  Anna Luisa de Aguiar Bergo Coelho, Ricardo Silva Campos, João Gabriel Rocha Silva, Carolina Ribeiro Xavier, Rodrigo Weber dos Santos

  DOI: 10.1007/978-3-030-77964-1_41

• Towards Mimetic Membrane Systems in Molecular Dynamics: Characteristics ofE. ColiMembrane System

  Mateusz Rzycki, Sebastian Kraszewski, Dominik Drabik

  DOI: 10.1007/978-3-030-77964-1_42

• PathMEx: Pathway-Based Mutual Exclusivity for Discovering Rare Cancer Driver Mutations

  Yahya Bokhari, Tomasz Arodz

  DOI: 10.1007/978-3-030-77964-1_43

• Serverless Nanopore Basecalling with AWS Lambda

  Piotr Grzesik, Dariusz Mrozek

  DOI: 10.1007/978-3-030-77964-1_44

• A Software Pipeline Based on Sentiment Analysis to Analyze Narrative Medicine Texts

  Ileana Scarpino, Chiara Zucco, Mario Cannataro

  DOI: 10.1007/978-3-030-77964-1_45

• Classifier Learning from Difficult Data

• Soft Confusion Matrix Classifier for Stream Classification

  Pawel Trajdos, Marek Kurzynski

  DOI: 10.1007/978-3-030-77967-2_1

• Some Proposal of the High Dimensional PU Learning Classification Procedure

  Konrad Furmańczyk, Marcin Dudziński, Diana Dziewa-Dawidczyk

  DOI: 10.1007/978-3-030-77967-2_2

• Classifying Functional Data from Orthogonal Projections – Model, Properties and Fast Implementation

  Ewa Skubalska-Rafajłowicz, Ewaryst Rafajłowicz

  DOI: 10.1007/978-3-030-77967-2_3

• Clustering and Weighted Scoring Algorithm Based on Estimating the Number of Clusters

  Jakub Klikowski, Robert Burduk

  DOI: 10.1007/978-3-030-77967-2_4

• Exact Searching for the Smallest Deterministic Automaton

  Wojciech Wieczorek, Łukasz Strąk, Arkadiusz Nowakowski, Olgierd Unold

  DOI: 10.1007/978-3-030-77967-2_5

• Learning Invariance in Deep Neural Networks

  Han Zhang, Tomasz Arodz

  DOI: 10.1007/978-3-030-77967-2_6

• Mimicking Learning for 1-NN Classifiers

  Przemysław Śliwiński, Paweł Wachel, Jerzy W. Rozenblit

  DOI: 10.1007/978-3-030-77967-2_7

• Application of Multi-objective Optimization to Feature Selection for a Difficult Data Classification Task

  Joanna Grzyb, Mariusz Topolski, Michał Woźniak

  DOI: 10.1007/978-3-030-77967-2_8

• Deep Embedding Features for Action Recognition on Raw Depth Maps

  Jacek Trelinski, Bogdan Kwolek

  DOI: 10.1007/978-3-030-77967-2_9

• Analysis of VarianceApplication in the Construction of Classifier Ensemble Based on Optimal Feature Subset for the Task of Supporting Glaucoma Diagnosis

  Dominika Sułot, Paweł Zyblewski, Paweł Ksieniewicz

  DOI: 10.1007/978-3-030-77967-2_10

• Multi-objective Evolutionary Undersampling Algorithm for Imbalanced Data Classification

  Szymon Wojciechowski

  DOI: 10.1007/978-3-030-77967-2_11

• Missing Value Imputation Method Using Separate Features Nearest Neighbors Algorithm

  Tomasz Orczyk, Rafał Doroz, Piotr Porwik

  DOI: 10.1007/978-3-030-77967-2_12

• On Validity of Extreme Value Theory-Based Parametric Models for Out-of-Distribution Detection

  Tomasz Walkowiak, Kamil Szyc, Henryk Maciejewski

  DOI: 10.1007/978-3-030-77967-2_13

• Clustering-Based Ensemble Pruning in the Imbalanced Data Classification

  Paweł Zyblewski

  DOI: 10.1007/978-3-030-77967-2_14

• Improvement of Random Undersampling to Avoid Excessive Removal of Points from a Given Area of the Majority Class

  Małgorzata Bach, Aleksandra Werner

  DOI: 10.1007/978-3-030-77967-2_15

• Predictability Classes for Forecasting Clients Behavior by Transactional Data

  Elizaveta Stavinova, Klavdiya Bochenina, Petr Chunaev

  DOI: 10.1007/978-3-030-77967-2_16

• A Non-intrusive Machine Learning Solution for Malware Detection and Data Theft Classification in Smartphones

  Sai Vishwanath Venkatesh, D. Prasannakumaran, Joish J. Bosco, R. Pravin Kumaar, Vineeth Vijayaraghavan

  DOI: 10.1007/978-3-030-77967-2_17

• Analysis of Semestral Progress in Higher Technical Education with HMM Models

  Ewa Lach, Damian Grzechca, Andrzej Polański, Jerzy Rutkowski, Michał Staniszewski

  DOI: 10.1007/978-3-030-77967-2_18

• Vicinity-Based Abstraction: VA-DGCNN Architecture for Noisy 3D Indoor Object Classification

  Jakub Walczak, Adam Wojciechowski, Patryk Najgebauer, Rafał Scherer

  DOI: 10.1007/978-3-030-77967-2_19

• Grid-Based Concise Hash for Solar Images

  Rafał Grycuk, Rafał Scherer

  DOI: 10.1007/978-3-030-77967-2_20

• Machine Learning Algorithms for Conversion of CVSS Base Score from 2.0 to 3.x

  Maciej Nowak, Michał Walkowski, Sławomir Sujecki

  DOI: 10.1007/978-3-030-77967-2_21

• Applicability of Machine Learning to Short-Term Prediction of Changes in the Low Voltage Electricity Distribution Network

  Piotr Cofta, Tomasz Marciniak, Krzysztof Pałczyński

  DOI: 10.1007/978-3-030-77967-2_22

• Computational Analysis of Complex Social Systems

• A Model for Urban Social Networks

  Stefano Guarino, Enrico Mastrostefano, Alessandro Celestini, Massimo Bernaschi, Marco Cianfriglia, Davide Torre et al.

  DOI: 10.1007/978-3-030-77967-2_23

• Three-State Opinion Q-Voter Model with Bounded Confidence

  Wojciech Radosz, Maciej Doniec

  DOI: 10.1007/978-3-030-77967-2_24

• The Evolution of Political Views Within the Model with Two Binary Opinions

  Magdalena Gołȩbiowska, Katarzyna Sznajd-Weron

  DOI: 10.1007/978-3-030-77967-2_25

• How to Reach Consensus? Better Disagree with Your Neighbor

  Tomasz Weron, Katarzyna Sznajd-Weron

  DOI: 10.1007/978-3-030-77967-2_26

• Efficient Calibration of a Financial Agent-Based Model Using the Method of Simulated Moments

  Piotr Zegadło

  DOI: 10.1007/978-3-030-77967-2_27

• Computational Collective Intelligence

• A Method for Improving Word Representation Using Synonym Information

  Huyen Trang Phan, Ngoc Thanh Nguyen, Javokhir Musaev, Dosam Hwang

  DOI: 10.1007/978-3-030-77967-2_28

• Fast Approximate String Search for Wikification

  Szymon Olewniczak, Julian Szymański

  DOI: 10.1007/978-3-030-77967-2_29

• ASH: A New Tool for Automated and Full-Text Search in Systematic Literature Reviews

  Marek Sośnicki, Lech Madeyski

  DOI: 10.1007/978-3-030-77967-2_30

• A Voice-Based Travel Recommendation System Using Linked Open Data

  Krzysztof Kutt, Sebastian Skoczeń, Grzegorz J. Nalepa

  DOI: 10.1007/978-3-030-77967-2_31

• Learning from Imbalanced Data Streams Based on Over-Sampling and Instance Selection

  Ireneusz Czarnowski

  DOI: 10.1007/978-3-030-77967-2_32

• Computational Intelligence Techniques for Assessing Data Quality: Towards Knowledge-Driven Processing

  Nunik Afriliana, Dariusz Król, Ford Lumban Gaol

  DOI: 10.1007/978-3-030-77967-2_33

• The Power of a Collective: Team of Agents Solving Instances of the Flow Shop and Job Shop Problems

  Piotr Jedrzejowicz, Izabela Wierzbowska

  DOI: 10.1007/978-3-030-77967-2_34

• Bagging and Single Decision Tree Approaches to Dispersed Data

  Małgorzata Przybyła-Kasperek, Samuel Aning

  DOI: 10.1007/978-3-030-77967-2_35

• An Intelligent Social Collective with Facebook-Based Communication

  Marcin Maleszka

  DOI: 10.1007/978-3-030-77967-2_36

• Multi-agent Spatial SIR-Based Modeling and Simulation of Infection Spread Management

  Amelia Bădică, Costin Bădică, Maria Ganzha, Mirjana Ivanović, Marcin Paprzycki

  DOI: 10.1007/978-3-030-77967-2_37

• Multi-criteria Seed Selection for Targeted Influence Maximization Within Social Networks

  Artur Karczmarczyk, Jarosław Jankowski, Jarosław Wątrobski

  DOI: 10.1007/978-3-030-77967-2_38

• An Adaptive Network Model of Attachment Theory

  Audrey Hermans, Selma Muhammad, Jan Treur

  DOI: 10.1007/978-3-030-77967-2_39

• Computational Health

• Hybrid Predictive Modelling for Finding Optimal Multipurpose Multicomponent Therapy

  Vladislav V. Pavlovskii, Ilia V. Derevitskii, Sergey V. Kovalchuk

  DOI: 10.1007/978-3-030-77967-2_40

• Towards Cost-Effective Treatment of Periprosthetic Joint Infection: From Statistical Analysis to Markov Models

  Yulia E. Kaliberda, Vasiliy N. Leonenko, Vasiliy A. Artyukh

  DOI: 10.1007/978-3-030-77967-2_41

• Optimization of Selection of Tests in Diagnosing the Patient by General Practitioner

  Jan Magott, Irena Wikiera-Magott

  DOI: 10.1007/978-3-030-77967-2_42

• Simulation of Burnout Processes by a Multi-order Adaptive Network Model

  Louis Weyland, Wiebe Jelsma, Jan Treur

  DOI: 10.1007/978-3-030-77967-2_43

• Reversed Correlation-Based Pairwised EEG Channel Selection in Emotional State Recognition

  Aleksandra Dura, Agnieszka Wosiak, Bartłomiej Stasiak, Adam Wojciechowski, Jan Rogowski

  DOI: 10.1007/978-3-030-77967-2_44

• Theory of Mind Helps to Predict Neurodegenerative Processes in Parkinson’s Disease

  Andrzej W. Przybyszewski

  DOI: 10.1007/978-3-030-77967-2_45

• Regaining Cognitive Control: An Adaptive Computational Model Involving Neural Correlates of Stress, Control and Intervention

  Nimat Ullah, Jan Treur

  DOI: 10.1007/978-3-030-77967-2_46

• MAM: A Metaphor-Based Approach for Mental Illness Detection

  Dongyu Zhang, Nan Shi, Ciyuan Peng, Abdul Aziz, Wenhong Zhao, Feng Xia

  DOI: 10.1007/978-3-030-77967-2_47

• Feature Engineering with Process Mining Technique for Patient State Predictions

  Liubov Elkhovskaya, Sergey Kovalchuk

  DOI: 10.1007/978-3-030-77967-2_48

• Comparative Evaluation of Lung Cancer CT Image Synthesis with Generative Adversarial Networks

  Alexander Semiletov, Aleksandra Vatian, Maksim Krychkov, Natalia Khanzhina, Anton Klochkov, Aleksey Zubanenko et al.

  DOI: 10.1007/978-3-030-77967-2_49

• Deep Convolutional Neural Networks in Application to Kidney Segmentation in the DCE-MR Images

  Artur Klepaczko, Eli Eikefjord, Arvid Lundervold

  DOI: 10.1007/978-3-030-77967-2_50

• Comparison of Efficiency, Stability and Interpretability of Feature Selection Methods for Multiclassification Task on Medical Tabular Data

  Ksenia Balabaeva, Sergey Kovalchuk

  DOI: 10.1007/978-3-030-77967-2_51

• Side Effect Alerts Generation from EHR in Polish

  Wojciech Jaworski, Małgorzata Marciniak, Agnieszka Mykowiecka

  DOI: 10.1007/978-3-030-77967-2_52

• des-ist

  Max van der Kolk, Claire Miller, Raymond Padmos, Victor Azizi, Alfons Hoekstra

  DOI: 10.1007/978-3-030-77967-2_53

• Identifying Synergistic Interventions to Address COVID-19 Using a Large Scale Agent-Based Model

  Junjiang Li, Philippe J. Giabbanelli

  DOI: 10.1007/978-3-030-77967-2_54

• Modeling Co-circulation of Influenza Strains in Heterogeneous Urban Populations: The Role of Herd Immunity and Uncertainty Factors

  Vasiliy N. Leonenko

  DOI: 10.1007/978-3-030-77967-2_55

• Two-Way Coupling Between 1D Blood Flow and 3D Tissue Perfusion Models

  Raymond M. Padmos, Tamás I. Józsa, Wahbi K. El-Bouri, Gábor Závodszky, Stephen J. Payne, Alfons G. Hoekstra

  DOI: 10.1007/978-3-030-77967-2_56

• Applying DCT Combined Cepstrum for the Assessment of the Arteriovenous Fistula Condition

  Marcin Grochowina, Lucyna Leniowska

  DOI: 10.1007/978-3-030-77967-2_57

• Electrocardiogram Quality Assessment with Autoencoder

  Jan Garus, Mateusz Pabian, Marcin Wisniewski, Bartlomiej Sniezynski

  DOI: 10.1007/978-3-030-77967-2_58

• Stenosis Assessment via Volumetric Flow Rate Calculation

  Andrey I. Svitenkov, Pavel S. Zun, Oleg A. Shramko

  DOI: 10.1007/978-3-030-77967-2_59

• Fuzzy Ontology for Patient Emergency Department Triage

  Khouloud Fakhfakh, Sarah Ben Othman, Laetitia Jourdan, Grégoire Smith, Jean Marie Renard, Slim Hammadi et al.

  DOI: 10.1007/978-3-030-77967-2_60

• Ontology-Based Decision Support System for Dietary Recommendations for Type 2Diabetes Mellitus

  Maria Nisheva-Pavlova, Iliyan Mihaylov, Stoian Hadzhiyski, Dimitar Vassilev

  DOI: 10.1007/978-3-030-77967-2_61

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

• The Methods and Approaches of Explainable Artificial Intelligence

  Mateusz Szczepański, Michał Choraś, Marek Pawlicki, Aleksandra Pawlicka

  DOI: 10.1007/978-3-030-77970-2_1

• Fake or Real? The Novel Approach to Detecting Online Disinformation Based on Multi ML Classifiers

  Martyna Tarczewska, Anna Marciniak, Agata Giełczyk

  DOI: 10.1007/978-3-030-77970-2_2

• Transformer Based Models in Fake News Detection

  Sebastian Kula, Rafał Kozik, Michał Choraś, Michał Woźniak

  DOI: 10.1007/978-3-030-77970-2_3

• Towards Model-Agnostic Ensemble Explanations

  Szymon Bobek, Paweł Bałaga, Grzegorz J. Nalepa

  DOI: 10.1007/978-3-030-77970-2_4

• Computational Methods in Smart Agriculture

• Bluetooth Low Energy Livestock Positioning for Smart Farming Applications

  Maciej Nikodem

  DOI: 10.1007/978-3-030-77970-2_5

• Monitoring the Uniformity of Fish Feeding Based on Image Feature Analysis

  Piotr Lech, Krzysztof Okarma, Agata Korzelecka-Orkisz, Adam Tański, Krzysztof Formicki

  DOI: 10.1007/978-3-030-77970-2_6

• A New Multi-objective Approach to Optimize Irrigation Using a Crop Simulation Model and Weather History

  Mikhail Gasanov, Daniil Merkulov, Artyom Nikitin, Sergey Matveev, Nikita Stasenko, Anna Petrovskaia et al.

  DOI: 10.1007/978-3-030-77970-2_7

• Computational Optimization, Modelling and Simulation

• Expedited Trust-Region-Based Design Closure of Antennas by Variable-Resolution EM Simulations

  Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson

  DOI: 10.1007/978-3-030-77970-2_8

• Optimum Design of Tuned Mass Dampers for Adjacent Structures via Flower Pollination Algorithm

  Sinan Melih Nigdeli, Gebrail Bekdaş, Xin-She Yang

  DOI: 10.1007/978-3-030-77970-2_9

• On Fast Multi-objective Optimization of Antenna Structures Using Pareto Front Triangulation and Inverse Surrogates

  Anna Pietrenko-Dabrowska, Slawomir Koziel, Leifur Leifsson

  DOI: 10.1007/978-3-030-77970-2_10

• Optimizations of a Generic Holographic Projection Model for GPU’s

  Mark Voschezang, Martin Fransen

  DOI: 10.1007/978-3-030-77970-2_11

• Similarity and Conformity Graphs in Lighting Optimization and Assessment

  Artur Basiura, Adam Sędziwy, Konrad Komnata

  DOI: 10.1007/978-3-030-77970-2_12

• Pruned Simulation-Based Optimal Sailboat Path Search Using Micro HPC Systems

  Roman Dębski, Bartlomiej Sniezynski

  DOI: 10.1007/978-3-030-77970-2_13

• Two Stage Approach to Optimize Electricity Contract Capacity Problem for Commercial Customers

  Rafik Nafkha, Tomasz Ząbkowski, Krzysztof Gajowniczek

  DOI: 10.1007/978-3-030-77970-2_14

• Improved Design Closure of Compact Microwave Circuits by Means of Performance Requirement Adaptation

  Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson

  DOI: 10.1007/978-3-030-77970-2_15

• Graph-Grammar Based Longest-Edge Refinement Algorithm for Three-Dimensional OptimallypRefined Meshes with Tetrahedral Elements

  Albert Mosiałek, Andrzej Szaflarski, Rafał Pych, Marek Kisiel-Dorohinicki, Maciej Paszyński, Anna Paszyńska

  DOI: 10.1007/978-3-030-77970-2_16

• Elitism in Multiobjective Hierarchical Strategy

  Michał Idzik, Radosław Łazarz, Aleksander Byrski

  DOI: 10.1007/978-3-030-77970-2_17

• Modelling and Forecasting Based on Recurrent Pseudoinverse Matrices

  Christos K. Filelis-Papadopoulos, Panagiotis E. Kyziropoulos, John P. Morrison, Philip O‘Reilly

  DOI: 10.1007/978-3-030-77970-2_18

• Semi-analytical Monte Carlo Optimisation Method Applied to the Inverse Poisson Problem

  Sławomir Milewski

  DOI: 10.1007/978-3-030-77970-2_19

• Modeling the Contribution of Agriculture Towards Soil Nitrogen Surplus in Iowa

  Vishal Raul, Yen-Chen Liu, Leifur Leifsson, Amy Kaleita

  DOI: 10.1007/978-3-030-77970-2_20

• An Attempt to Replace System Dynamics with Discrete Rate Modeling in Demographic Simulations

  Jacek Zabawa, Bożena Mielczarek

  DOI: 10.1007/978-3-030-77970-2_21

• New On-line Algorithms for Modelling, Identification and Simulation of Dynamic Systems Using Modulating Functions and Non-asymptotic State Estimators: Case Study for a Chosen Physical Process

  Witold Byrski, Michał Drapała, Jędrzej Byrski

  DOI: 10.1007/978-3-030-77970-2_22

• Iterative Global Sensitivity Analysis Algorithm with Neural Network Surrogate Modeling

  Yen-Chen Liu, Jethro Nagawkar, Leifur Leifsson, Slawomir Koziel, Anna Pietrenko-Dabrowska

  DOI: 10.1007/978-3-030-77970-2_23

• Forecasting Electricity Prices: Autoregressive Hybrid Nearest Neighbors (ARHNN) Method

  Weronika Nitka, Tomasz Serafin, Dimitrios Sotiros

  DOI: 10.1007/978-3-030-77970-2_24

• Data-Driven Methods for Weather Forecast

  Elias David Nino-Ruiz, Felipe J. Acevedo García

  DOI: 10.1007/978-3-030-77970-2_25

• Generic Case of Leap-Frog Algorithm for Optimal Knots Selection in Fitting Reduced Data

  Ryszard Kozera, Lyle Noakes, Artur Wiliński

  DOI: 10.1007/978-3-030-77970-2_26

• Intelligent Planning of Logistic Networks to Counteract Uncertainty Propagation

  Przemysław Ignaciuk, Adam Dziomdziora

  DOI: 10.1007/978-3-030-77970-2_27

• Modeling Traffic Forecasts with Probability in DWDM Optical Networks

  Stanisław Kozdrowski, Piotr Sliwka, Sławomir Sujecki

  DOI: 10.1007/978-3-030-77970-2_28

• Endogenous Factors Affecting the Cost of Large-Scale Geo-Stationary Satellite Systems

  Nazareen Sikkandar Basha, Leifur Leifsson, Christina Bloebaum

  DOI: 10.1007/978-3-030-77970-2_29

• Description of Electricity Consumption by Using Leading Hours Intra-day Model

  Krzysztof Karpio, Piotr Łukasiewicz, Rafik Nafkha, Arkadiusz Orłowski

  DOI: 10.1007/978-3-030-77970-2_30

• The Problem of Tasks Scheduling with Due Dates in a Flexible Multi-machine Production Cell

  Wojciech Bożejko, Piotr Nadybski, Paweł Rajba, Mieczysław Wodecki

  DOI: 10.1007/978-3-030-77970-2_31

• Discovering the Influence of Interruptions in Cycling Training: A Data Science Study

  Alen Rajšp, Iztok Fister Jr.

  DOI: 10.1007/978-3-030-77970-2_32

• Analysis of Complex Partial Seizure Using Non-linear Duffing Van der Pol Oscillator Model

  Beata Szuflitowska, Przemyslaw Orlowski

  DOI: 10.1007/978-3-030-77970-2_33

• Computational Science in IoT and Smart Systems

• A Review on Visual Programming for Distributed Computation in IoT

  Margarida Silva, João Pedro Dias, André Restivo, Hugo Sereno Ferreira

  DOI: 10.1007/978-3-030-77970-2_34

• Data Preprocessing, Aggregation and Clustering for Agile Manufacturing Based on Automated Guided Vehicles

  Rafal Cupek, Marek Drewniak, Tomasz Steclik

  DOI: 10.1007/978-3-030-77970-2_35

• Comparison of Speech Recognition and Natural Language Understanding Frameworks for Detection of Dangers with Smart Wearables

  Dariusz Mrozek, Szymon Kwaśnicki, Vaidy Sunderam, Bożena Małysiak-Mrozek, Krzysztof Tokarz, Stanisław Kozielski

  DOI: 10.1007/978-3-030-77970-2_36

• A Decision Support System Based on Augmented Reality for the Safe Preparation of Chemotherapy Drugs

  Sarah Ben Othman, Hayfa Zgaya, Michèle Vasseur, Bertrand Décaudin, Pascal Odou, Slim Hammadi

  DOI: 10.1007/978-3-030-77970-2_37

• Metagenomic Analysis at the Edge with Jetson Xavier NX

  Piotr Grzesik, Dariusz Mrozek

  DOI: 10.1007/978-3-030-77970-2_38

• Programming IoT-Spaces: A User-Survey on Home Automation Rules

  Danny Soares, João Pedro Dias, André Restivo, Hugo Sereno Ferreira

  DOI: 10.1007/978-3-030-77970-2_39

• Application of the Ant Colony Algorithm for Routing in Next Generation Programmable Networks

  Stanisław Kozdrowski, Magdalena Banaszek, Bartosz Jedrzejczak, Mateusz Żotkiewicz, Zbigniew Kopertowski

  DOI: 10.1007/978-3-030-77970-2_40

• Scalable Computing System with Two-Level Reconfiguration of Multi-channel Inter-Node Communication

  Miroslaw Hajder, Piotr Hajder, Mateusz Liput, Janusz Kolbusz

  DOI: 10.1007/978-3-030-77970-2_41

• Real-Time Object Detection for Smart Connected Worker in 3D Printing

  Shijie Bian, Tiancheng Lin, Chen Li, Yongwei Fu, Mengrui Jiang, Tongzi Wu et al.

  DOI: 10.1007/978-3-030-77970-2_42

• Object-Oriented Internet Cloud Interoperability

  Mariusz Postół, Piotr Szymczak

  DOI: 10.1007/978-3-030-77970-2_43

• Static and Dynamic Comparison of Pozyx and DecaWave UWB Indoor Localization Systems with Possible Improvements

  Barbara Morawska, Piotr Lipiński, Krzysztof Lichy, Piotr Koch, Marcin Leplawy

  DOI: 10.1007/978-3-030-77970-2_44

• Challenges Associated with Sensors and Data Fusion for AGV-Driven Smart Manufacturing

  Adam Ziebinski, Dariusz Mrozek, Rafal Cupek, Damian Grzechca, Marcin Fojcik, Marek Drewniak et al.

  DOI: 10.1007/978-3-030-77970-2_45

• Dynamic Pricing and Discounts by Means of Interactive Presentation Systems in Stationary Point of Sales

  Marcin Lewicki, Tomasz Kajdanowicz, Piotr Bródka, Janusz Sobecki

  DOI: 10.1007/978-3-030-77970-2_46

• Profile-Driven Synthetic Trajectories Generation to Enhance Smart System Solutions

  Radosław Klimek, Arkadiusz Olesek

  DOI: 10.1007/978-3-030-77970-2_47

• Augmenting Automatic Clustering with Expert Knowledge and Explanations

  Szymon Bobek, Grzegorz J. Nalepa

  DOI: 10.1007/978-3-030-77970-2_48

• Renewable Energy-Aware Heuristic Algorithms for Edge Server Selection for Stream Data Processing

  Tomasz Szydlo, Chris Gniady

  DOI: 10.1007/978-3-030-77970-2_49

• Dataset for Anomalies Detection in 3D Printing

  Tomasz Szydlo, Joanna Sendorek, Mateusz Windak, Robert Brzoza-Woch

  DOI: 10.1007/978-3-030-77970-2_50

• Correction to: Static and Dynamic Comparison of Pozyx and DecaWave UWB Indoor Localization Systems with Possible Improvements

  Barbara Morawska, Piotr Lipiński, Krzysztof Lichy, Piotr Koch, Marcin Leplawy

  DOI: 10.1007/978-3-030-77970-2_51

• Computer Graphics, Image Processing and Artificial Intelligence

• Factors Affecting the Sense of Scale in Immersive, Realistic Virtual Reality Space

  Jarosław Andrzejczak, Wiktoria Kozłowicz, Rafał Szrajber, Adam Wojciechowski

  DOI: 10.1007/978-3-030-77977-1_1

• Capsule Network Versus Convolutional Neural Network in Image Classification

  Ewa Juralewicz, Urszula Markowska-Kaczmar

  DOI: 10.1007/978-3-030-77977-1_2

• State-of-the-Art in 3D Face Reconstruction from a Single RGB Image

  Haibin Fu, Shaojun Bian, Ehtzaz Chaudhry, Andres Iglesias, Lihua You, Jian Jun Zhang

  DOI: 10.1007/978-3-030-77977-1_3

• Towards Understanding Time Varying Triangle Meshes

  Jan Dvořák, Petr Vaněček, Libor Váša

  DOI: 10.1007/978-3-030-77977-1_4

• Semantic Similarity Metric Learning for Sketch-Based 3D Shape Retrieval

  Yu Xia, Shuangbu Wang, Lihua You, Jianjun Zhang

  DOI: 10.1007/978-3-030-77977-1_5

• ScatterPlotAnalyzer: Digitizing Images of Charts Using Tensor-Based Computational Model

  Komal Dadhich, Siri Chandana Daggubati, Jaya Sreevalsan-Nair

  DOI: 10.1007/978-3-030-77977-1_6

• EEG-Based Emotion Recognition Using Convolutional Neural Networks

  Maria Mamica, Paulina Kapłon, Paweł Jemioło

  DOI: 10.1007/978-3-030-77977-1_7

• Improving Deep Object Detection Backbone with Feature Layers

  Weiheng Hong, Andy Song

  DOI: 10.1007/978-3-030-77977-1_8

• Procedural Level Generation with Difficulty Level Estimation for Puzzle Games

  Łukasz Spierewka, Rafał Szrajber, Dominik Szajerman

  DOI: 10.1007/978-3-030-77977-1_9

• ELSA: Euler-Lagrange Skeletal Animations - Novel and Fast Motion Model Applicable to VR/AR Devices

  Kamil Wereszczyński, Agnieszka Michalczuk, Paweł Foszner, Dominik Golba, Michał Cogiel, Michał Staniszewski

  DOI: 10.1007/978-3-030-77977-1_10

• Composite Generalized Elliptic Curve-Based Surface Reconstruction

  Ouwen Li, Ehtzaz Chaudhry, Xiaosong Yang, Haibin Fu, Junheng Fang, Zaiping Zhu et al.

  DOI: 10.1007/978-3-030-77977-1_11

• Supporting Driver Physical State Estimation by Means of Thermal Image Processing

  Paweł Forczmański, Anton Smoliński

  DOI: 10.1007/978-3-030-77977-1_12

• Smart Events in Behavior of Non-player Characters in Computer Games

  Marcin Zieliński, Piotr Napieralski, Marcin Daszuta, Dominik Szajerman

  DOI: 10.1007/978-3-030-77977-1_13

• Place Inference via Graph-Based Decisions on Deep Embeddings and Blur Detections

  Piotr Wozniak, Bogdan Kwolek

  DOI: 10.1007/978-3-030-77977-1_14

• Football Players Movement Analysis in Panning Videos

  Karol Działowski, Paweł Forczmański

  DOI: 10.1007/978-3-030-77977-1_15

• Shape Reconstruction from Point Clouds Using Closed Form Solution of a Fourth-Order Partial Differential Equation

  Zaiping Zhu, Ehtzaz Chaudhry, Shuangbu Wang, Yu Xia, Andres Iglesias, Lihua You et al.

  DOI: 10.1007/978-3-030-77977-1_16

• Data-Driven Computational Sciences

• Addressing Missing Data in a Healthcare Dataset Using an Improved kNN Algorithm

  Tressy Thomas, Enayat Rajabi

  DOI: 10.1007/978-3-030-77977-1_17

• Improving Wildfire Simulations by Estimation of Wildfire Wind Conditions from Fire Perimeter Measurements

  Li Tan, Raymond A. de Callafon, Jessica Block, Daniel Crawl, Ilkay Altıntaş

  DOI: 10.1007/978-3-030-77977-1_18

• Scalable Statistical Inference of Photometric Redshift via Data Subsampling

  Arindam Fadikar, Stefan M. Wild, Jonas Chaves-Montero

  DOI: 10.1007/978-3-030-77977-1_19

• Timeseries Based Deep Hybrid Transfer Learning Frameworks: A Case Study of Electric Vehicle Energy Prediction

  Paul Banda, Muhammed A. Bhuiyan, Kazi N. Hasan, Kevin Zhang, Andy Song

  DOI: 10.1007/978-3-030-77977-1_20

• Hybrid Machine Learning for Time-Series Energy Data for Enhancing Energy Efficiency in Buildings

  Ngoc-Tri Ngo, Anh-Duc Pham, Ngoc-Son Truong, Thi Thu Ha Truong, Nhat-To Huynh

  DOI: 10.1007/978-3-030-77977-1_21

• I-80 Closures: An Autonomous Machine Learning Approach

  Clay Carper, Aaron McClellan, Craig C. Douglas

  DOI: 10.1007/978-3-030-77977-1_22

• Energy Consumption Prediction for Multi-functional Buildings Using Convolutional Bidirectional Recurrent Neural Networks

  Paul Banda, Muhammed A. Bhuiyan, Kevin Zhang, Andy Song

  DOI: 10.1007/978-3-030-77977-1_23

• Machine Learning and Data Assimilation for Dynamical Systems

• Deep Learning for Solar Irradiance Nowcasting: A Comparison of a Recurrent Neural Network and Two Traditional Methods

  Dennis Knol, Fons de Leeuw, Jan Fokke Meirink, Valeria V. Krzhizhanovskaya

  DOI: 10.1007/978-3-030-77977-1_24

• Automatic-differentiated Physics-Informed Echo State Network (API-ESN)

  Alberto Racca, Luca Magri

  DOI: 10.1007/978-3-030-77977-1_25

• A Machine Learning Method for Parameter Estimation and Sensitivity Analysis

  Marcella Torres

  DOI: 10.1007/978-3-030-77977-1_26

• Auto-Encoded Reservoir Computing for Turbulence Learning

  Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri

  DOI: 10.1007/978-3-030-77977-1_27

• Low-Dimensional Decompositions for Nonlinear Finite Impulse Response Modeling

  Maciej Filiński, Paweł Wachel, Koen Tiels

  DOI: 10.1007/978-3-030-77977-1_28

• Latent GAN: Using a Latent Space-Based GAN for Rapid Forecasting of CFD Models

  Jamal Afzali, César Quilodrán Casas, Rossella Arcucci

  DOI: 10.1007/978-3-030-77977-1_29

• Data Assimilation in the Latent Space of a Convolutional Autoencoder

  Maddalena Amendola, Rossella Arcucci, Laetitia Mottet, César Quilodrán Casas, Shiwei Fan, Christopher Pain et al.

  DOI: 10.1007/978-3-030-77977-1_30

• Higher-Order Hierarchical Spectral Clustering for Multidimensional Data

  Giuseppe Brandi, Tiziana Di Matteo

  DOI: 10.1007/978-3-030-77977-1_31

• Towards Data-Driven Simulation Models for Building Energy Management

  Juan Gómez-Romero, Miguel Molina-Solana

  DOI: 10.1007/978-3-030-77977-1_32

• Data Assimilation Using Heteroscedastic Bayesian Neural Network Ensembles for Reduced-Order Flame Models

  Maximilian L. Croci, Ushnish Sengupta, Matthew P. Juniper

  DOI: 10.1007/978-3-030-77977-1_33

• A GPU Algorithm for Outliers Detection in TESS Light Curves

  Stefano Fiscale, Pasquale De Luca, Laura Inno, Livia Marcellino, Ardelio Galletti, Alessandra Rotundi et al.

  DOI: 10.1007/978-3-030-77977-1_34

• Data-Driven Deep Learning Emulators for Geophysical Forecasting

  Varuni Katti Sastry, Romit Maulik, Vishwas Rao, Bethany Lusch, S. Ashwin Renganathan, Rao Kotamarthi

  DOI: 10.1007/978-3-030-77977-1_35

• NVIDIA SimNet™: An AI-Accelerated Multi-Physics Simulation Framework

  Oliver Hennigh, Susheela Narasimhan, Mohammad Amin Nabian, Akshay Subramaniam, Kaustubh Tangsali, Zhiwei Fang et al.

  DOI: 10.1007/978-3-030-77977-1_36

• MeshFree Methods and Radial Basis Functions in Computational Sciences

• Analysis of Vortex Induced Vibration of a Thermowell by High Fidelity FSI Numerical Analysis Based on RBF Structural Modes Embedding

  Alessandro Felici, Antonio Martínez-Pascual, Corrado Groth, Leonardo Geronzi, Stefano Porziani, Ubaldo Cella et al.

  DOI: 10.1007/978-3-030-77977-1_37

• Automatic Optimization Method Based on Mesh Morphing Surface Sculpting Driven by Biological Growth Method: An Application to the Coiled Spring Section Shape

  Stefano Porziani, Francesco De Crescenzo, Emanuele Lombardi, Christian Iandiorio, Pietro Salvini, Marco Evangelos Biancolini

  DOI: 10.1007/978-3-030-77977-1_38

• Multiscale Modelling and Simulation

• Verification, Validation and Uncertainty Quantification of Large-Scale Applications with QCG-PilotJob

  Bartosz Bosak, Tomasz Piontek, Paul Karlshoefer, Erwan Raffin, Jalal Lakhlili, Piotr Kopta

  DOI: 10.1007/978-3-030-77977-1_39

• Towards a Coupled Migration and Weather Simulation: South Sudan Conflict

  Alireza Jahani, Hamid Arabnejad, Diana Suleimanova, Milana Vuckovic, Imran Mahmood, Derek Groen

  DOI: 10.1007/978-3-030-77977-1_40

• Evaluating WRF-BEP/BEM Performance: On the Way to Analyze Urban Air Quality at High Resolution Using WRF-Chem+BEP/BEM

  Veronica Vidal, Ana Cortés, Alba Badia, Gara Villalba

  DOI: 10.1007/978-3-030-77977-1_41

• Pathology Dynamics in Healthy-Toxic Protein Interaction and the Multiscale Analysis of Neurodegenerative Diseases

  Swadesh Pal, Roderick Melnik

  DOI: 10.1007/978-3-030-77977-1_42

• A Semi-implicit Backward Differentiation ADI Method for Solving Monodomain Model

  Maryam Alqasemi, Youssef Belhamadia

  DOI: 10.1007/978-3-030-77977-1_43

• A Deep Learning Approach for Polycrystalline Microstructure-Statistical Property Prediction

  José Pablo Quesada-Molina, Stefano Mariani

  DOI: 10.1007/978-3-030-77977-1_44

• MsFEM Upscaling for the Coupled Thermo-Mechanical Problem

  Marek Klimczak, Witold Cecot

  DOI: 10.1007/978-3-030-77977-1_45

• MaMiCo: Non-Local Means Filtering with Flexible Data-Flow for Coupling MD and CFD

  Piet Jarmatz, Felix Maurer, Philipp Neumann

  DOI: 10.1007/978-3-030-77977-1_46

• Quantum Computing Workshop

• Implementing Quantum Finite Automata Algorithms on Noisy Devices

  Utku Birkan, Özlem Salehi, Viktor Olejar, Cem Nurlu, Abuzer Yakaryılmaz

  DOI: 10.1007/978-3-030-77980-1_1

• OnCall Operator Scheduling for Satellites with Grover’s Algorithm

  Antonius Scherer, Tobias Guggemos, Sophia Grundner-Culemann, Nikolas Pomplun, Sven Prüfer, Andreas Spörl

  DOI: 10.1007/978-3-030-77980-1_2

• Multimodal Container Planning: A QUBO Formulation and Implementation on a Quantum Annealer

  F. Phillipson, I. Chiscop

  DOI: 10.1007/978-3-030-77980-1_3

• Portfolio Optimisation Using the D-Wave Quantum Annealer

  Frank Phillipson, Harshil Singh Bhatia

  DOI: 10.1007/978-3-030-77980-1_4

• Cross Entropy Optimization of Constrained Problem Hamiltonians for Quantum Annealing

  Christoph Roch, Alexander Impertro, Claudia Linnhoff-Popien

  DOI: 10.1007/978-3-030-77980-1_5

• Classification Using a Two-Qubit Quantum Chip

  Niels M. P. Neumann

  DOI: 10.1007/978-3-030-77980-1_6

• Performance Analysis of Support Vector Machine Implementations on the D-Wave Quantum Annealer

  Harshil Singh Bhatia, Frank Phillipson

  DOI: 10.1007/978-3-030-77980-1_7

• Adiabatic Quantum Feature Selection for Sparse Linear Regression

  Surya Sai Teja Desu, P. K. Srijith, M. V. Panduranga Rao, Naveen Sivadasan

  DOI: 10.1007/978-3-030-77980-1_8

• EntDetector: Entanglement Detecting Toolbox for Bipartite Quantum States

  Roman Gielerak, Marek Sawerwain, Joanna Wiśniewska, Marek Wróblewski

  DOI: 10.1007/978-3-030-77980-1_9

• On Decision Support for Quantum Application Developers: Categorization, Comparison, and Analysis of Existing Technologies

  Daniel Vietz, Johanna Barzen, Frank Leymann, Karoline Wild

  DOI: 10.1007/978-3-030-77980-1_10

• Quantum Asymmetric Encryption Based on Quantum Point Obfuscation

  Chuyue Pan, Tao Shang, Jianwei Liu

  DOI: 10.1007/978-3-030-77980-1_11

• Index Calculus Method for Solving Elliptic Curve Discrete Logarithm Problem Using Quantum Annealing

  Michał Wroński

  DOI: 10.1007/978-3-030-77980-1_12

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

• Multi-phase Compressible Compositional Simulations with Phase Equilibrium Computation in theVTNSpecification

  Tomáš Smejkal, Jiří Mikyška

  DOI: 10.1007/978-3-030-77980-1_13

• A Three-Level Linearized Time Integration Scheme for Tumor Simulations with Cahn-Hilliard Equations

  Maciej Smołka, Maciej Woźniak, Robert Schaefer

  DOI: 10.1007/978-3-030-77980-1_14

• Poroelasticity Modules inDarcyLite

  Jiangguo Liu, Zhuoran Wang

  DOI: 10.1007/978-3-030-77980-1_15

• Mathematical Modeling of the Single-Phase Multicomponent Flow in Porous Media

  Petr Gális, Jiří Mikyška

  DOI: 10.1007/978-3-030-77980-1_16

• An Enhanced Finite Element Algorithm for Thermal Darcy Flows with Variable Viscosity

  Loubna Salhi, Mofdi El-Amrani, Mohammed Seaid

  DOI: 10.1007/978-3-030-77980-1_17

• Multilevel Adaptive Lagrange-Galerkin Methods for Unsteady Incompressible Viscous Flows

  Abdelouahed Ouardghi, Mofdi El-Amrani, Mohammed Seaid

  DOI: 10.1007/978-3-030-77980-1_18

• Numerical Investigation of Transport Processes in Porous Media Under Laminar, Transitional and Turbulent Flow Conditions with the Lattice-Boltzmann Method

  Tobit Flatscher, René Prieler, Christoph Hochenauer

  DOI: 10.1007/978-3-030-77980-1_19

• A Study on a Marine Reservoir and a Fluvial Reservoir History Matching Based on Ensemble Kalman Filter

  Zelong Wang, Xiangui Liu, Haifa Tang, Zhikai Lv, Qunming Liu

  DOI: 10.1007/978-3-030-77980-1_20

• Numerical Simulation of Free Surface Affected by Submarine with a Rotating Screw Moving Underwater

  Masashi Yamakawa, Kohei Yoshioka, Shinichi Asao, Seiichi Takeuchi, Atsuhide Kitagawa, Kyohei Tajiri

  DOI: 10.1007/978-3-030-77980-1_21

• Modeling and Simulation of Atmospheric Water Generation Unit Using Anhydrous Salts

  Shereen K. Sibie, Mohamed F. El-Amin, Shuyu Sun

  DOI: 10.1007/978-3-030-77980-1_22

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

• Improving UWB Indoor Localization Accuracy Using Sparse Fingerprinting and Transfer Learning

  Krzysztof Adamkiewicz, Piotr Koch, Barbara Morawska, Piotr Lipiński, Krzysztof Lichy, Marcin Leplawy

  DOI: 10.1007/978-3-030-77980-1_23

• Effective Car Collision Detection with Mobile Phone Only

  Mateusz Paciorek, Adrian Kłusek, Piotr Wawryka, Michał Kosowski, Andrzej Piechowicz, Julia Plewa et al.

  DOI: 10.1007/978-3-030-77980-1_24

• Corrosion Detection on Aircraft Fuselage with Multi-teacher Knowledge Distillation

  K. Zuchniak, W. Dzwinel, E. Majerz, A. Pasternak, K. Dragan

  DOI: 10.1007/978-3-030-77980-1_25

• Warm-Start Meta-Ensembles for Forecasting Energy Consumption in Service Buildings

  Pedro J. S. Cardoso, Pedro M. M. Guerreiro, Jânio Monteiro, André S. Pedro, João M. F. Rodrigues

  DOI: 10.1007/978-3-030-77980-1_26

• Supporting the Process of Sewer Pipes Inspection Using Machine Learning on Embedded Devices

  Mieszko Klusek, Tomasz Szydlo

  DOI: 10.1007/978-3-030-77980-1_27

• Explanation-Driven Model Stacking

  Szymon Bobek, Maciej Mozolewski, Grzegorz J. Nalepa

  DOI: 10.1007/978-3-030-77980-1_28

• Software Engineering for Computational Science

• I/O Associations in Scientific Software: A Study of SWMM

  Zedong Peng, Xuanyi Lin, Nan Niu, Omar I. Abdul-Aziz

  DOI: 10.1007/978-3-030-77980-1_29

• Understanding Equity, Diversity and Inclusion Challenges Within the Research Software Community

  Neil P. Chue Hong, Jeremy Cohen, Caroline Jay

  DOI: 10.1007/978-3-030-77980-1_30

• Solving Problems with Uncertainty

• The Necessity and Difficulty of Navigating Uncertainty to Develop an Individual-Level Computational Model

  Alexander J. Freund, Philippe J. Giabbanelli

  DOI: 10.1007/978-3-030-77980-1_31

• Predicting Soccer Results Through Sentiment Analysis: A Graph Theory Approach

  Clarissa Miranda-Peña, Hector G. Ceballos, Laura Hervert-Escobar, Miguel Gonzalez-Mendoza

  DOI: 10.1007/978-3-030-77980-1_32

• Advantages of Interval Modification of NURBS Curves in Modeling Uncertain Boundary Shape in Boundary Value Problems

  Marta Kapturczak, Eugeniusz Zieniuk, Andrzej Kużelewski

  DOI: 10.1007/978-3-030-77980-1_33

• Introducing Uncertainty into Explainable AI Methods

  Szymon Bobek, Grzegorz J. Nalepa

  DOI: 10.1007/978-3-030-77980-1_34

• New Rank-Reversal Free Approach to Handle Interval Data in MCDA Problems

  Andrii Shekhovtsov, Bartłomiej Kizielewicz, Wojciech Sałabun

  DOI: 10.1007/978-3-030-77980-1_35

• Vector and Triangular Representations of Project Estimation Uncertainty: Effect of Gender on Usability

  Dorota Kuchta, Jerzy Grobelny, Rafał Michalski, Jan Schneider

  DOI: 10.1007/978-3-030-77980-1_36

• The Use of Type-2 Fuzzy Sets to Assess Delays in the Implementation of the Daily Operation Plan for the Operating Theatre

  Barbara Gładysz, Anna Skowrońska-Szmer, Wojciech Nowak

  DOI: 10.1007/978-3-030-77980-1_37

• Linguistic Summaries Using Interval-Valued Fuzzy Representation of Imprecise Information - An Innovative Tool for Detecting Outliers

  Agnieszka Duraj, Piotr S. Szczepaniak

  DOI: 10.1007/978-3-030-77980-1_38

• Combining Heterogeneous Indicators by Adopting Adaptive MCDA: Dealing with Uncertainty

  Salvatore F. Pileggi

  DOI: 10.1007/978-3-030-77980-1_39

• Solutions and Challenges in Computing FBSDEs with Large Jumps for Dam and Reservoir System Operation

  Hidekazu Yoshioka

  DOI: 10.1007/978-3-030-77980-1_40

• Optimization of Resources Allocation in High Performance Computing Under Utilization Uncertainty

  Victor Toporkov, Dmitry Yemelyanov, Maksim Grigorenko

  DOI: 10.1007/978-3-030-77980-1_41

• A Comparison of the Richardson Extrapolation and the Approximation Error Estimation on the Ensemble of Numerical Solutions

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

  DOI: 10.1007/978-3-030-77980-1_42

• Predicted Distribution Density Estimation for Streaming Data

  Piotr Kulczycki, Tomasz Rybotycki

  DOI: 10.1007/978-3-030-77980-1_43

• LSTM Processing of Experimental Time Series with Varied Quality

  Krzysztof Podlaski, Michał Durka, Tomasz Gwizdałła, Alicja Miniak-Górecka, Krzysztof Fortuniak, Włodzimierz Pawlak

  DOI: 10.1007/978-3-030-77980-1_44

• Sampling Method for the Robust Single Machine Scheduling with Uncertain Parameters

  Paweł Rajba

  DOI: 10.1007/978-3-030-77980-1_45

• Teaching Computational Science

• Biophysical Modeling of Excitable Cells - A New Approach to Undergraduate Computational Biology Curriculum Development

  Sorinel A. Oprisan

  DOI: 10.1007/978-3-030-77980-1_46

• Increasing the Impact of Teacher Presence in Online Lectures

  David Iclanzan, Zoltán Kátai

  DOI: 10.1007/978-3-030-77980-1_47

• Model-Based Approach to Automated Provisioning of Collaborative Educational Services

  Raul Llopis Gandia, Sławomir Zieliński, Marek Konieczny

  DOI: 10.1007/978-3-030-77980-1_48

• A Collaborative Peer Review Process for Grading Coding Assignments

  Pratik Nayak, Fritz Göbel, Hartwig Anzt

  DOI: 10.1007/978-3-030-77980-1_49

• How Do Teams of Novice Modelers Choose an Approach? An Iterated, Repeated Experiment in a First-Year Modeling Course

  Philippe J. Giabbanelli, Piper J. Jackson

  DOI: 10.1007/978-3-030-77980-1_50

• Uncertainty Quantification for Computational Models

• Detection of Conditional Dependence Between Multiple Variables Using Multiinformation

  Jan Mielniczuk, Paweł Teisseyre

  DOI: 10.1007/978-3-030-77980-1_51

• Uncertainty Quantification of Coupled 1D Arterial Blood Flow and 3D Tissue Perfusion Models Using the INSIST Framework

  Claire Miller, Max van der Kolk, Raymond Padmos, Tamás Józsa, Alfons Hoekstra

  DOI: 10.1007/978-3-030-77980-1_52

• Second Order Moments of Multivariate Hermite Polynomials in Correlated Random Variables

  Laura Lyman, Gianluca Iaccarino

  DOI: 10.1007/978-3-030-77980-1_53