ICCS 2022 Conference Proceedings

The proceedings shown on this page are the camera-ready version of the papers published in LNCS volumes 13350, 13351, 15532 and 13353. To cite these publications, please use the final published version, which is linked to at the bottom of each publication.

• The Computational Planet. Preface to ICCS 2022

  Derek Groen, Clélia de Mulatier, Maciej Paszynski, Valeria Krzhizhanovskaya, Jack Dongarra, Peter Sloot, Sérgio Brissos and João Teixeira

• ICCS 2022 Main Track Full Papers

• Developing a Scalable Cellular Automaton Model of 3D Tumor Growth

  Cyrus Tanade, Sarah Putney and Amanda Randles

  DOI: 10.1007/978-3-031-08751-6_1

• Human-level Melodic Line Harmonization

  Jan Mycka, Adam Żychowski and Jacek Mańdziuk

  DOI: 10.1007/978-3-031-08751-6_2

• Classification methods based on fitting logistic regression to positive and unlabeled data

  Konrad Furmańczyk, Kacper Paczutkowski, Marcin Dudziński and Diana Dziewa-Dawidczyk

  DOI: 10.1007/978-3-031-08751-6_3

• Robust control of perishable inventory with uncertain lead time using neural networks and genetic algorithm

  Ewelina Chołodowicz and Przemyslaw Orlowski

  DOI: 10.1007/978-3-031-08751-6_4

• Batch QR Factorization on GPUs: Design, Optimization, and Tuning

  Ahmad Abdelfattah, Stanimire Tomov and Jack Dongarra

  DOI: 10.1007/978-3-031-08751-6_5

• ChemTab: A Physics Guided Chemistry Modeling Framework

  Amol Salunkhe, Dwyer Deighan, Paul E. Desjardin and Varun Chandola

  DOI: 10.1007/978-3-031-08751-6_6

• Establishing metrics to quantify underlying structure in vascular red blood cell distributions

  Sayan Roychowdhury, Erik W. Draeger and Amanda Randles

  DOI: 10.1007/978-3-031-08751-6_7

• Coevolutionary Approach to Sequential Stackelberg Security Games

  Adam Żychowski and Jacek Mańdziuk

  DOI: 10.1007/978-3-031-08751-6_8

• FINCH: Domain Specific Language and Code Generation for Finite Element and Finite Volume in Julia

  Eric Heisler, Hari Sundar and Aadesh Deshmukh

  DOI: 10.1007/978-3-031-08751-6_9

• Classifying Anomalous Members in a Collection of Multivariate Time Series Data Using Large Deviations Principle: An Application to COVID-19 Data

  Sreelekha Guggilam, Varun Chandola and Abani Patra

  DOI: 10.1007/978-3-031-08751-6_10

• Adaptive Regularization of B-Spline Models for Scientific Data

  David Lenz, Raine Yeh, Vijay Mahadevan, Iulian Grindeanu and Tom Peterka

  DOI: 10.1007/978-3-031-08751-6_11

• Content-aware generative model for multi-item outfit recommendation

  Valery Volokha and Klavdiya Bochenina

  DOI: 10.1007/978-3-031-08751-6_12

• Retrofitting structural graph embeddings with node attribute information

  Piotr Bielak, Daria Puchalska and Tomasz Kajdanowicz

  DOI: 10.1007/978-3-031-08751-6_13

• Hierarchical Ensemble based Imbalance Classification

  Jie Xie, Mingying Zhu and Kai Hu

  DOI: 10.1007/978-3-031-08751-6_14

• Numerical approximation of the one-way Helmholtz equation using the differential evolution method

  Mikhail Lytaev

  DOI: 10.1007/978-3-031-08751-6_15

• Iterative solution for the narrow passage problem in motion planning

  Jakub Szkandera and Ivana Kolingerova

  DOI: 10.1007/978-3-031-08751-6_16

• A Productive and Scalable Actor-based Programming System for PGAS Applications

  Sri Raj Paul, Akihiro Hayashi, Kun Chen and Vivek Sarkar

  DOI: 10.1007/978-3-031-08751-6_17

• Is Context All You Need? Non-Contextual vs Contextual Multiword Expressions Detection

  Maciej Piasecki and Kamil Kanclerz

  DOI: 10.1007/978-3-031-08751-6_18

• Out-of-distribution Detection in High-dimensional Data Using Mahalanobis Distance - Critical Analysis

  Henryk Maciejewski, Tomasz Walkowiak and Kamil Szyc

  DOI: 10.1007/978-3-031-08751-6_19

• Multi-Contextual Recommender using 3D Latent Factor Models and Online Tensor Decomposition

  Basem Suleiman, Ali Anaissi, Johan Alibasa and Harrison Truong

  DOI: 10.1007/978-3-031-08751-6_20

• Efficient computational algorithm for stress analysis in hydro-sediment-morphodynamic models

  Alia Alghosoun, Ashraf Osman and Mohammed Seaid

  DOI: 10.1007/978-3-031-08751-6_21

• Enhancing computational steel solidification by a nonlinear transient thermal model

  Fatima-Ezzahrae Moutahir, Youssef Belhamadia, Mofdi El-Amrani and Mohammed Seaid

  DOI: 10.1007/978-3-031-08751-6_22

• Weakly-supervised cell classification for effective High Content Screening

  Adriana Borowa, Szczepan Kruczek, Jacek Tabor and Bartosz Zieliński

  DOI: 10.1007/978-3-031-08751-6_23

• Which Visual Features Impact the Performance of Target Task in Self-supervised Learning?

  Witold Oleszkiewicz, Dominika Basaj, Tomasz Trzciński and Bartosz Zieliński

  DOI: 10.1007/978-3-031-08751-6_24

• DITA-NCG: Detecting Information Theft Attack Based on Node Communication Graph

  Zhenyu Cheng, Xiaochun Yun, Shuhao Li, Jinbu Geng, Rui Qin and Li Fan

  DOI: 10.1007/978-3-031-08751-6_25

• Boosted Ensemble Learning based on Randomized NNs for Time Series Forecasting

  Grzegorz Dudek

  DOI: 10.1007/978-3-031-08751-6_26

• Exploring Ductal Carcinoma In-Situ to Invasive Ductal Carcinoma Transitions Using Energy Minimization Principles

  Vivek M Sheraton and Shijun Ma

  DOI: 10.1007/978-3-031-08751-6_27

• Scaling the PageRank Algorithm for Very Large Graphs on the Fugaku Supercomputer

  Maxence Vandromme, Jérôme Gurhem, Miwako Tsuji, Serge G. Petiton and Mitsuhisa Sato

  DOI: 10.1007/978-3-031-08751-6_28

• Ultrafast Focus Detection for Automated Microscopy

  Maksim Levental, Ryan Chard, Kyle Chard, Ian Foster and Gregg Wildenberg

  DOI: 10.1007/978-3-031-08751-6_29

• Models and Metrics for Mining Meaningful Metadata

  Tyler Skluzacek, Matthew Chen, Erica Hsu, Kyle Chard and Ian Foster

  DOI: 10.1007/978-3-031-08751-6_30

• HNOP: Attack Traffic Detection based on Hierarchical Node Hopping Features of Packets

  Geng Jinbu, Cheng Zhenyu, Liu Zhicheng, Li Shuhao and Qin Rui

  DOI: 10.1007/978-3-031-08751-6_31

• TROPHY: Trust Region Optimization Using a Precision Hierarchy

  Richard Clancy, Matt Menickelly, Jan Hückelheim, Paul Hovland, Prani Nalluri and Rebecca Gjini

  DOI: 10.1007/978-3-031-08751-6_32

• Incremental Mining of Frequent Serial Episodes Considering Multiple Occurrences

  Thomas Guyet, Wenbin Zhang and Albert Bifet

  DOI: 10.1007/978-3-031-08751-6_33

• MHGEE:Event Extraction via Multi-Granularity Heterogeneous Graph

  Mingyu Zhang, Fang Fang, Hao Li, Qingyun Liu, Yangchun Li and Hailong Wang

  DOI: 10.1007/978-3-031-08751-6_34

• Consistency Fences for Partial Order Delivery to Reduce Latency

  Nooshin Eghbal and Paul Lu

  DOI: 10.1007/978-3-031-08751-6_35

• Dynamic classification of bank clients by the predictability of their transactional behavior

  Alexandra Bezbochina, Elizaveta Stavinova, Anton Kovantsev and Petr Chunaev

  DOI: 10.1007/978-3-031-08751-6_36

• Unveiling User Behavior on Summit Login Nodes as a User

  Sean Wilkinson, Ketan Maheshwari and Rafael Ferreira da Silva

  DOI: 10.1007/978-3-031-08751-6_37

• n-type B-N co-doping and N Doping in diamond from first principles

  Delun Zhou, Lin Tang, Jinyu Zhang, Yan Wang and Ruifeng Yue

  DOI: 10.1007/978-3-031-08751-6_38

• Stock Predictor with Graph Laplacian-based Multi-task Learning

  Jiayu He, Nguyen Tran and Matloob Khushi

  DOI: 10.1007/978-3-031-08751-6_39

• Identification of MEEK-Based TOR Hidden Service Access Using the Key Packet Sequence

  Wang Xuebin, Chen Zhipeng, Li Zeyu, Huang Wentao, Meiqi Wang, Pan Shengli and Jinqiao Shi

  DOI: 10.1007/978-3-031-08751-6_40

• Towards a Scalable Set Similarity Join using MapReduce and LSH

  Sébastien Rivault, Mostafa Bamha, Sophie Robert and Sébastien Limet

  DOI: 10.1007/978-3-031-08751-6_41

• Cyberbullying Detection with Side Information: A Real-World Application of COVID-19 News Comment in Chinese Language

  Jian Xing, Xiaoyu Zhang, Lin Chen, Yu Ding, Yaru Zhang, Wei Hu, Zhicheng Jin, Jingya Wang, Yaowei Chen and Yi Hong

  DOI: 10.1007/978-3-031-08751-6_42

• Designing a training set for musical instruments identification

  Daniel Kostrzewa, Blazej Koza and Pawel Benecki

  DOI: 10.1007/978-3-031-08751-6_43

• Characterizing Wildfire Perimeter Polygons from QUIC-Fire

  Li Tan, Raymond De Callafon and Ilkay Altintas

  DOI: 10.1007/978-3-031-08751-6_44

• On a New Generalised Iteration Method in the PSO-based Newton-like Method

  Ireneusz Gosciniak and Krzysztof Gdawiec

  DOI: 10.1007/978-3-031-08751-6_45

• Peridynamic Damage Model Based on Absolute Bond Elongation

  Shangyuan Zhang and Yufeng Nie

  DOI: 10.1007/978-3-031-08751-6_46

• Privacy paradox in social media: A system dynamics analysis

  Ektor Arzoglou, Yki Kortesniemi, Sampsa Ruutu and Tommi Elo

  DOI: 10.1007/978-3-031-08751-6_47

• GPU power capping for energy-performance trade-offs in training of Deep Convolutional Neural Networks for image recognition

  Adam Krzywaniak, Pawel Czarnul and Jerzy Proficz

  DOI: 10.1007/978-3-031-08751-6_48

• Forecasting bank default with the Merton model: The case of US banks

  Kihwan Jo, Gahyun Choi, Jongwook Jeong and Kwangwon Ahn

  DOI: 10.1007/978-3-031-08751-6_49

• Deep Neural Sequence to Sequence Lexical Substitution for Polish Language

  Michał Pogoda, Karol Gawron, Norbert Ropiak, Michał Swędrowski and Jan Kocoń

  DOI: 10.1007/978-3-031-08751-6_50

• Facial mask impact on human age and gender classification

  Krzysztof Małecki, Adam Nowosielski and Mateusz Krzak

  DOI: 10.1007/978-3-031-08751-6_51

• Simple and Efficient Acceleration of the Smallest Enclosing Ball for Large Data Sets in E2: Analysis and Comparative Results

  Vaclav Skala, Matej Cerny and Josef Yassin Saleh

  DOI: 10.1007/978-3-031-08751-6_52

• Elastic Resource Allocation based on Dynamic Perception of Operator Influence Domain in Distributed Stream Processing

  Fan Liu, Weilin Zhu, Weimin Mu, Yun Zhang, Mingyang Li, Ziyuan Zhu and Weiping Wang

  DOI: 10.1007/978-3-031-08751-6_53

• PRISM: Principal Image Sections Mapping

  Tomasz Szandała and Henryk Maciejewski

  DOI: 10.1007/978-3-031-08751-6_54

• The new UPC++ DepSpawn high performance library for data-flow computing with hybrid parallelism

  Basilio B. Fraguela and Diego Andrade

  DOI: 10.1007/978-3-031-08751-6_55

• ICCS 2022 Main Track Short Papers

• Neuroevolutionary Feature Representations for Causal Inference

  Michael Burkhart and Gabriel Ruiz

  DOI: 10.1007/978-3-031-08754-7_1

• Compiling Linear Algebra Expressions into Efficient Code

  Julien Klaus, Mark Blacher, Joachim Giesen, Paul Gerhardt Rump and Konstantin Wiedom

  DOI: 10.1007/978-3-031-08754-7_2

• Interval modification of the fast PIES in solving 2D potential BVPs with uncertainly defined polygonal boundary shape

  Andrzej Kużelewski, Eugeniusz Zieniuk and Marta Czupryna

  DOI: 10.1007/978-3-031-08754-7_3

• Validation and Optimisation of Player Motion Models in Football

  Moritz Renkin, Jonas Bischofberger, Erich Schikuta and Arnold Baca

  DOI: 10.1007/978-3-031-08754-7_4

• Auto-scaling of scientific workflows in Kubernetes

  Bartosz Balis, Andrzej Bronski and Mateusz Szarek

  DOI: 10.1007/978-3-031-08754-7_5

• Transfer Learning based Natural Scene Classification for Scene Understanding by Intelligent Machines

  Ranjini Surendran, Anitha J, Angelopoulou Anastasia, Epaminondas Kapetanios, Thierry Chaussalet and Jude Hemanth

  DOI: 10.1007/978-3-031-08754-7_6

• Devulgarization of Polish Texts Using Pre-trained Language Models

  Cezary Klamra, Grzegorz Wojdyga, Sebastian Żurowski, Paulina Rosalska, Matylda Kozłowska and Maciej Ogrodniczuk

  DOI: 10.1007/978-3-031-08754-7_7

• Data-driven discovery of time fractional differential equations

  Abhishek Kumar Singh, Mani Mehra and Anatoly A. Alikhanov

  DOI: 10.1007/978-3-031-08754-7_8

• Wide ensembles of neural networks in music genre classification

  Daniel Kostrzewa, Robert Brzeski and Wojciech Mazur

  DOI: 10.1007/978-3-031-08754-7_9

• MultiEmo: Language-agnostic Sentiment Analysis

  Piotr Miłkowski, Marcin Gruza, Przemysław Kazienko, Joanna Szołomicka, Stanisław Woźniak and Jan Kocoń

  DOI: 10.1007/978-3-031-08754-7_10

• Particle Swarm Optimization Configures the Route Minimization Algorithm

  Tomasz Jastrzab, Michal Myller, Lukasz Tulczyjew, Miroslaw Blocho, Wojciech Ryczko, Michal Kawulok and Jakub Nalepa

  DOI: 10.1007/978-3-031-08754-7_11

• Practical Aspects of Zero-Shot Learning

  Marcin Paprzycki, Maria Ganzha and Elie Saad

  DOI: 10.1007/978-3-031-08754-7_12

• A hypothetical agent-based model inspired by the abstraction of solitary behavior in tigers and its employment as a chain code for compression

  Khaldoon Dhou and Christopher Cruzen

  DOI: 10.1007/978-3-031-08754-7_13

• Analyzing the usefulness of public web camera video sequences for calibrating and validating pedestrian dynamics models

  Dariusz Pałka, Robert Lubaś and Jarosław Wąs

  DOI: 10.1007/978-3-031-08754-7_14

• A Highly Customizable Information Visualization Framework

  Luís Spínola, Daniel Castro Silva and Luís Paulo Reis

  DOI: 10.1007/978-3-031-08754-7_15

• Incremental dynamic analysis and fragility assessment of buildings with different structural arrangements experiencing earthquake-induced structural pounding

  Mahmoud Miari and Robert Jankowski

  DOI: 10.1007/978-3-031-08754-7_16

• PIES with trimmed surfaces for solving elastoplastic boundary problems

  Agnieszka Boltuc and Eugeniusz Zieniuk

  DOI: 10.1007/978-3-031-08754-7_17

• Linear computational cost implicit variational splitting solver with non-regular material data for parabolic problems

  Paweł Maczuga, Maciej Paszynski and Victor Calo

  DOI: 10.1007/978-3-031-08754-7_18

• A Hadamard matrix-based algorithm to evaluate the strength of binary sequences

  Amparo Fuster-Sabater, Veronica Requena and Sara D. Cardell

  DOI: 10.1007/978-3-031-08754-7_19

• Private and public opinions in a model based on the total dissonance function: A simulation study

  Michal Jarema and Katarzyna Sznajd-Weron

  DOI: 10.1007/978-3-031-08754-7_20

• Analysis of public transport (in)accessibility and land use pattern in different areas in Singapore

  Hoai Nguyen Huynh

  DOI: 10.1007/978-3-031-08754-7_21

• Pseudo-Newton Method with Fractional Order Derivatives

  Krzysztof Gdawiec, Agnieszka Lisowska and Wiesław Kotarski

  DOI: 10.1007/978-3-031-08754-7_22

• An Energy Aware Clustering Scheme for 5G-enabled Edge Computing based IoMT Framework

  Marcin Paprzycki, Maria Ganzha, Marek Bolanowski, Andrzej Paszkiewicz, Samriya Jitendra Kumar and Mohit Kumar

  DOI: 10.1007/978-3-031-08754-7_23

• A Framework for Network Self-evolving based on Distributed Swarm Intelligence

  Tian Changbo, Tao Yin and Yongzheng Zhang

  DOI: 10.1007/978-3-031-08754-7_24

• Investigating an optimal computational strategy to retrofit buildings with implementing viscous dampers

  Farzin Kazemi, Neda Asgarkhani, Ahmed Manguri and Robert Jankowski

  DOI: 10.1007/978-3-031-08754-7_25

• ARIMA Feature-Based Approach to Time Series Classifcation

  Agnieszka Jastrzebska, Wladyslaw Homenda and Witold Pedrycz

  DOI: 10.1007/978-3-031-08754-7_26

• A Note on Adjoint Linear Algebra

  Uwe Naumann

  DOI: 10.1007/978-3-031-08754-7_27

• Approximate Function Classification

  Martin Lukac, Krzysztof Podlaski and Michitaka Kameyama

  DOI: 10.1007/978-3-031-08754-7_28

• Acceleration of Optimized Coarse-grid Operators by Spatial Redistribution for Multigrid Reduction in Time

  Ryo Yoda, Matthias Bolten, Kengo Nakajima and Akihiro Fujii

  DOI: 10.1007/978-3-031-08754-7_29

• Networks clustering-based approach for search of reservoirs-analogues

  Andrey Bezborodov and Irina Deeva

  DOI: 10.1007/978-3-031-08754-7_30

• KP01 solved by an n-Dimensional Sampling and Clustering Heuristic.

  Maria Harita, Alvaro Wong, Dolores Rexachs and Emilio Luque

  DOI: 10.1007/978-3-031-08754-7_31

• A deep neural network as a TABU support in solving LABS problem

  Dominik Żurek, Marcin Pietron, Kamil Piętak and Marek Kisiel-Dorohinicki

  DOI: 10.1007/978-3-031-08754-7_32

• Classification and Generation of Derivational Morpho-semantic Relations for Polish Language

  Wiktor Walentynowicz, Maciej Piasecki and Mateusz Gniewkowski

  DOI: 10.1007/978-3-031-08754-7_33

• On the Explanation of AI-based Student Success Prediction

  Farzana Afrin, Margaret Hamilton and Charles Thevathyan

  DOI: 10.1007/978-3-031-08754-7_34

• The importance of Scaling for an Agent Based Model: an illustrative case study with COVID-19 in Zimbabwe

  Sarah Wise, Sveta Milusheva and Sophie Ayling

  DOI: 10.1007/978-3-031-08754-7_35

• Phase-field modelling of brittle fracture using time-series forecasting

  Minh Ngoc Dinh, Chien Vo Trung, Cuong Tan Nguyen and Ngoc Minh La

  DOI: 10.1007/978-3-031-08754-7_36

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

• Calculation of Cross-correlation Function Accelerated by Tensor Cores with TensorFloat-32 precision on Ampere GPU

  Yuma Kikuchi, Kohei Fujita, Tsuyoshi Ichimura, Muneo Hori and Lalith Maddegedara

  DOI: 10.1007/978-3-031-08754-7_37

• Developing an ELM Ecosystem Dynamics Model on GPU with OpenACC

  Peter Schwartz, Dali Wang, Fengming Yuan and Peter Thornton

  DOI: 10.1007/978-3-031-08754-7_38

• Artificial Intelligence and High-Performance Computing for Advanced Simulations

• Optimization-free Inverse Design of High-Dimensional Nanoparticle Electrocatalysts using Multi-Target Machine Learning

  Sichao Li, Jonathan Yik Chang Ting and Amanda S. Barnard

  DOI: 10.1007/978-3-031-08754-7_39

• CNNs with Compact Activation Function

  Jindong Wang, Jinchao Xu and Jianqing Zhu

  DOI: 10.1007/978-3-031-08754-7_40

• Deep Neural Networks and Smooth Approximation of PDEs

  Kamil Doległo, Maciej Paszynski and Leszek Demkowicz

  DOI: 10.1007/978-3-031-08754-7_41

• Isogeometric Analysis of Bound States of a Quantum Three-Body Problem in 1D

  Quanling Deng

  DOI: 10.1007/978-3-031-08754-7_42

• 1D Painless Multi-Level Automatic Goal-Oriented h and p Adaptive Strategies using a Pseudo-Dual Operator

  Felipe Vinicio Caro, Vincent Darrigrand, Julen Alvarez-Aramberri, Elisabete Alberdi Celaya and David Pardo

  DOI: 10.1007/978-3-031-08754-7_43

• Transfer Learning Approach to Prediction of Rate of Penetration in Drilling

  Felix James Pacis, Sergey Alyaev, Adrian Ambrus and Tomasz Wiktorski

  DOI: 10.1007/978-3-031-08754-7_44

• Physics Informed RNN-DCT Networks for Time-Dependent Partial Differential Equations

  Benjamin Wu, Oliver Hennigh, Jan Kautz, Sanjay Choudhry and Wonmin Byeon

  DOI: 10.1007/978-3-031-08754-7_45

• Recursive Singular Value Decomposition compression of refined isogeometric analysis matrices as a tool to speedup iterative solvers performance

  Mateusz Dobija and Anna Paszyńska

  DOI: 10.1007/978-3-031-08754-7_46

• Neural-Network based Adaptation of Variation Operators' Parameters for Metaheuristics

  Tymoteusz Dobrzanski, Aleksandra Urbańczyk, Tomasz Pełech-Pilichowski, Marek Kisiel-Dorohinicki and Aleksander Byrski

  DOI: 10.1007/978-3-031-08754-7_47

• Performance of Computing Hash-codes with Chaotically-trained Artificial Neural Networks

  Jacek Tchórzewski and Aleksander Byrski

  DOI: 10.1007/978-3-031-08754-7_48

• Application of the hierarchic memetic strategy HMS in neuroevolution

  Mateusz Sokół and Maciej Smołka

  DOI: 10.1007/978-3-031-08754-7_49

• Biomedical and Bioinformatics Challenges for Computer Science

• CXR-FL: Deep Learning-based Chest X-ray Image Analysis Using Federated Learning

  Filip Ślazyk, Przemysław Jabłecki, Aneta Lisowska, Maciej Malawski and Szymon Plotka

  DOI: 10.1007/978-3-031-08754-7_50

• POTHER: Patch-Voted Deep Learning-based Chest X-ray Bias Analysis for COVID-19 Detection

  Tomasz Szczepański, Arkadiusz Sitek, Tomasz Trzciński and Szymon Plotka

  DOI: 10.1007/978-3-031-08754-7_51

• Modeling contrast perfusion and adsorption phenomena in the human left ventricle

  Evandro Dias Gaio, Bernardo Martins Rocha and Rodrigo Weber dos Santos

  DOI: 10.1007/978-3-031-08754-7_52

• Dense Temporal Subgraphs in Protein-Protein Interaction Networks

  Riccardo Dondi, Mohammad Mehdi Hosseinzadeh and Italo Zoppis

  DOI: 10.1007/978-3-031-08754-7_53

• Accelerating Edge Metagenomic Analysis with Serverless-based Cloud Offloading

  Piotr Grzesik and Dariusz Mrozek

  DOI: 10.1007/978-3-031-08754-7_54

• Continuous-to-continuous data model vs. discrete-to-discrete data model for the statistical iterative reconstruction method

  Robert Cierniak

  DOI: 10.1007/978-3-031-08754-7_55

• Musculoskeletal model of human lower limbs in gait simulation

  Adrianna Bielak, Radosław Bednarski and Adam Wojciechowski

  DOI: 10.1007/978-3-031-08754-7_56

• Tissue Damage Control Algorithm for Hyperthermia Based Cancer Treatments

  Gustavo Resende Fatigate, Rafael Felipe Coelho Neves, Marcelo Lobosco and Ruy Freitas Reis

  DOI: 10.1007/978-3-031-08754-7_57

• Resting-state EEG classification for PNES diagnosis

  Chiara Zucco, Barbara Calabrese, Rossana Mancuso, Miriam Sturniolo, Antonio Gambardella and Mario Cannataro

  DOI: 10.1007/978-3-031-08754-7_58

• Machine Learning Approaches in Inflammatory Bowel Diseases

  Ileana Scarpino, Rosarina Vallelunga, Francesco Luzza and Mario Cannataro

  DOI: 10.1007/978-3-031-08754-7_59

• A Machine Learning Framework for Fetal Arrhythmia Detection via Single ECG Electrode

  Dawlat Al-Saadany, Omneya Attallah, Khaled Elzaafarany and A.A.A Nasser

  DOI: 10.1007/978-3-031-08754-7_60

• Computational Collective Intelligence

• Consensus algorithm for bi-clustering analysis

  Paweł Foszner, Wojciech Łabaj, Andrzej Polański and Michał Staniszewski

  DOI: 10.1007/978-3-031-08754-7_61

• Collective of base classifiers for mining imbalanced data

  Piotr Jedrzejowicz and Joanna Jedrzejowicz

  DOI: 10.1007/978-3-031-08754-7_62

• Impact of clustering on a synthetic instance generation in imbalanced data streams classification

  Ireneusz Czarnowski and Denis Mayr Lima Martins

  DOI: 10.1007/978-3-031-08754-7_63

• Enhancing Decision Combination in Classifier Committee via Positional Voting

  Jacek Trelinski and Bogdan Kwolek

  DOI: 10.1007/978-3-031-08754-7_64

• Competition and Cooperation Mechanisms for Collective Behavior in Large Multi-Agent Systems

  Franciszek Seredyński, Tomasz Kulpa and Rolf Hoffmann

  DOI: 10.1007/978-3-031-08754-7_65

• Divergence of an Observed User Profile and a Simulated Real State of User due to Social Communication

  Marcin Maleszka

  DOI: 10.1007/978-3-031-08754-7_66

• Temporal-Attribute Inference using Dynamic Bayesian Networks

  Lihi Idan

  DOI: 10.1007/978-3-031-08754-7_67

• Fuzzy logic framework for ontology instance alignment

  Marcin Pietranik, Adrianna Kozierkiewicz and Bogumila Hnatkowska

  DOI: 10.1007/978-3-031-08754-7_68

• Neuro-symbolic Models for Sentiment Analysis

  Jan Kocoń, Joanna Baran, Marcin Gruza, Arkadiusz Janz, Michał Kajstura, Przemysław Kazienko, Wojciech Korczyński, Piotr Miłkowski, Maciej Piasecki and Joanna Szołomicka

  DOI: 10.1007/978-3-031-08754-7_69

• A Unified Sense Inventory for Word Sense Disambiguation in Polish

  Arkadiusz Janz, Agnieszka Dziob, Marcin Oleksy and Joanna Baran

  DOI: 10.1007/978-3-031-08754-7_70

• Sentence-level Sentiment Analysis Using GCN on Contextualized Word Representations

  Huyen Trang Phan, Ngoc Thanh Nguyen, Zygmunt Mazur and Dosam Hwang

  DOI: 10.1007/978-3-031-08754-7_71

• Machine learning for bus travel prediction

  Łukasz Pałys, Maria Ganzha and Marcin Paprzycki

  DOI: 10.1007/978-3-031-08754-7_72

• Prediction of Ether Prices Using DeepAR and Probabilistic Forecasting

  Andras Ferenczi and Costin Badica

  DOI: 10.1007/978-3-031-08754-7_73

• Purchasing decisions on alternative fuel vehicles within an agent-based model

  Arkadiusz Jędrzejewski, Katarzyna Sznajd-Weron, Jakub Pawłowski and Anna Kowalska-Pyzalska

  DOI: 10.1007/978-3-031-08754-7_74

• Computational Health

• Knowledge Discovery in Databases: Comorbidities in Tuberculosis Cases

  Isabelle Carvalho, Mariane Barros Neiva, Newton Shydeo Brandão Miyoshi, Nathalia Yukie Crepaldi, Filipe Andrade Bernardi, Vinícius Costa Lima, Ketlin Fabri dos Santos, Ana Clara de Andrade Mioto, Mariana Tavares Mozini, Rafael Mello Galliez, Mauro Niskier Sanchez, Afrânio Kritski and Domingos Alves

  DOI: 10.1007/978-3-031-08757-8_1

• Noninvasive Estimation of Mean Pulmonary Artery Pressure Using MRI, Computer Models, and Machine Learning

  Michal K. Grzeszczyk, Tadeusz Satława, Angela Lungu, Andrew J. Swift, Andrew Narracott, Rod Hose, Tomasz Trzcinski and Arkadiusz Sitek

  DOI: 10.1007/978-3-031-08757-8_2

• GAN-based Data Augmentation for prediction improvement using gene expression data in cancer

  Francisco J. Moreno-Barea, Jose M. Jerez and Leonardo Franco

  DOI: 10.1007/978-3-031-08757-8_3

• National Network for Rare Diseases in Brazil: The Computational Infrastructure and Preliminary Results

  Diego Yamada, Filipe Bernardi, Márcio Colombo, Mariane Neiva, Vinícius Lima, André Vinci, Bibiana Mello, Têmis Félix and Domingos Alves

  DOI: 10.1007/978-3-031-08757-8_4

• CLASSIFICATION OF UTERINE FIBROIDS IN ULTRASOUND IMAGES USING DEEP LEARNING MODEL

  Dilna K T, Anitha J, Anastassia Angelopoulou, E Kapetanios, T Chaussalet and Jude Hemanth

  DOI: 10.1007/978-3-031-08757-8_5

• Explainable AI with Domain Adapted FastCAM for Endoscopy Images

  Jan Stodt, Christoph Reich and Nathan Clarke

  DOI: 10.1007/978-3-031-08757-8_6

• Sensitivity analysis of a model of lower limb haemodynamics

  Magdalena Otta, Ian Halliday, Janice Tsui, Chung Lim, Zbigniew Struzik and Andrew Narracott

  DOI: 10.1007/978-3-031-08757-8_7

• Data augmentation techniques to improve metabolomic analysis in Niemann-Pick type C disease

  Francisco J. Moreno-Barea, Leonardo Franco, David Elizondo and Martin Grootveld

  DOI: 10.1007/978-3-031-08757-8_8

• Effect of feature discretization on classification performance of explainable scoring-based machine learning model

  Arkadiusz Pajor, Jakub Żołnierek, Bartłomiej Śnieżyński and Arkadiusz Sitek

  DOI: 10.1007/978-3-031-08757-8_9

• Hybrid Modeling for Predicting Inpatient Treatment Outcome: COVID-19 Case

  Simon Usoltcev and Ilia Derevitskii

  DOI: 10.1007/978-3-031-08757-8_10

• Neural Additive Models for Explainable Heart Attack Prediction

  Ksenia Balabaeva and Sergey Kovalchuk

  DOI: 10.1007/978-3-031-08757-8_11

• Machine Learning models for predicting 30-day readmission of elderly patients using custom target encoding approach

  Nodira Nazyrova, Thierry Chaussalet and Salma Chahed

  DOI: 10.1007/978-3-031-08757-8_12

• Patient- and Ventilator-Specific Modeling to Drive the Use and Development of 3D Printed Devices for Rapid Ventilator Splitting During the COVID-19 Pandemic

  Muath Bishawi, Michael Kaplan, Simbarashe Chidyagwai, Jhaymie Cappiello, Anne Cherry, David MacLeod, Ken Gall, Nathan Evans, Michael Kim, Rajib Shaha, John Whittle, Melanie Hollidge, George Truskey and Amanda Randles

  DOI: 10.1007/978-3-031-08757-8_13

• AI Classifications Applied to Neuropsychological Trials in Normal Individuals That Predict Progression to Cognitive Decline

  Andrzej W. Przybyszewski

  DOI: 10.1007/978-3-031-08757-8_14

• Super-Resolution Convolutional Network for Image Quality Enhancement in Remote Photoplethysmography based Heart Rate Estimation

  Smera Premkumar, Angelopoulou Anastasia, Epaminondas Kapetanios, Thierry Chaussalet and Jude Hemanth

  DOI: 10.1007/978-3-031-08757-8_15

• A hybrid modeling framework for city-scale dynamics of multi-strain influenza epidemics

  Vasiliy Leonenko

  DOI: 10.1007/978-3-031-08757-8_16

• Computational Optimization, Modelling and Simulation

• Numerical Stability of Tangents and Adjoints of Implicit Functions

  Uwe Naumann

  DOI: 10.1007/978-3-031-08757-8_17

• Analysis of parameters distribution of EEG signals for five epileptic seizure phases modeled by duffing Van der Pol oscillator

  Beata Szuflitowska and Przemyslaw Orlowski

  DOI: 10.1007/978-3-031-08757-8_18

• Multi-Criterial Design of Antennas with Tolerance Analysis Using Response-Feature Predictors

  Anna Pietrenko-Dabrowska, Slawomir Koziel and Leifur Leifsson

  DOI: 10.1007/978-3-031-08757-8_19

• Expedited Optimization of Passive Microwave Devices Using Gradient Search and Principal Directions

  Slawomir Koziel, Anna Pietrenko-Dabrowska and Leifur Leifsson

  DOI: 10.1007/978-3-031-08757-8_20

• Approach to Imputation Multivariate Missing Data of Urban Buildings by Chained Equations Based on Geospatial Information

  Alexander Khrulkov, Margarita Mishina and Sergey Mityagin

  DOI: 10.1007/978-3-031-08757-8_21

• Global Design Optimization of Microwave Circuits Using Response Feature Inverse Surrogates

  Anna Pietrenko-Dabrowska, Slawomir Koziel and Leifur Leifsson

  DOI: 10.1007/978-3-031-08757-8_22

• Classification of Soil Bacteria Based on Machine Learning and Image Processing

  Aleksandra Konopka, Karol Struniawski, Ryszard Kozera, Paweł Trzciński, Lidia Sas-Paszt, Anna Lisek, Krzysztof Górnik, Edyta Derkowska, Sławomir Głuszek, Beata Sumorok and Magdalena Frąc

  DOI: 10.1007/978-3-031-08757-8_23

• Calibration window selection based on change-point detection for forecasting electricity prices

  Weronika Nitka, Julia Nasiadka and Rafał Weron

  DOI: 10.1007/978-3-031-08757-8_24

• Tackling air pollution in cities with modelling and simulation: Remote Group Model Building as an Educational Tool Supporting System Dynamics Modelling

  Ewa Duda and Agata Sawicka

  DOI: 10.1007/978-3-031-08757-8_25

• Fast isogeometric analysis simulations of a process of air pollution removal by artificially generated shock waves

  Krzysztof Misan, Weronika Ormaniec, Adam Kania, Maciej Kozieja, Marcin Łoś, Dominik Gryboś, Jacek Leszczyński and Maciej Paszynski

  DOI: 10.1007/978-3-031-08757-8_26

• Automatic Generation of Individual Fuzzy Cognitive Maps from Longitudinal Data

  Maciej Wozniak, Samvel Mkhitaryan and Philippe Giabbanelli

  DOI: 10.1007/978-3-031-08757-8_27

• A Simulation Study of the Delayed Effect of Covid-19 Pandemic on Pensions and Welfare of the Elderly: Evidence from Poland

  Bożena Mielczarek

  DOI: 10.1007/978-3-031-08757-8_28

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

  Ryszard Kozera and Lyle Noakes

  DOI: 10.1007/978-3-031-08757-8_29

• Adaptive Surrogate-Assisted Optimal Sailboat Path Search Using Onboard Computers

  Roman Dębski and Rafał Dreżewski

  DOI: 10.1007/978-3-031-08757-8_30

• Local Search in Selected Crossover Operators

  Mirosław Kordos, Rafał Kulka, Tomasz Steblik and Rafał Scherer

  DOI: 10.1007/978-3-031-08757-8_31

• Numerical and Statistical Probability Distribution Transformation for Modeling Traffic in Optical Networks

  Alicja Poturała, Maria Konieczka, Piotr Śliwka, Sławomir Sujecki and Stanisław Kozdrowski

  DOI: 10.1007/978-3-031-08757-8_32

• GPU accelerated modelling and forecasting for large time series

  Christos Filelis-Papadopoulos, John Morrison and Philip O'Reilly

  DOI: 10.1007/978-3-031-08757-8_33

• Intersection Representation of Big Data Networks and Triangle Enumeration

  Wali Mohammad Abdullah, David Awosoga and Shahadat Hossain

  DOI: 10.1007/978-3-031-08757-8_34

• Global Surrogate Modeling by Neural Network-Based Model Uncertainty

  Leifur Leifsson, Jethro Nagawkar, Laurel Barnet, Kenneth Bryden, Slawomir Koziel and Anna Pietrenko-Dabrowska

  DOI: 10.1007/978-3-031-08757-8_35

• Analysis of Agricultural and Engineering Systems using Simulation Decomposition

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

  DOI: 10.1007/978-3-031-08757-8_36

• Neural Network-Based Sequential Global Sensitivity Analysis Algorithm

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

  DOI: 10.1007/978-3-031-08757-8_37

• Development of an Event-Driven System Architecture for Smart Manufacturing

  Maksymilian Piechota, Mikołaj Nowak and Dariusz Krol

  DOI: 10.1007/978-3-031-08757-8_38

• Boundary geometry fitting with Bézier curves in PIES based on automatic differentiation

  Krzysztof Szerszen and Eugeniusz Zieniuk

  DOI: 10.1007/978-3-031-08757-8_39

• Partitioning Dense Graphs with Hardware Accelerators

  Xiaoyuan Liu, Hayato Ushijima-Mwesigwa, Indradeep Ghosh and Ilya Safro

  DOI: 10.1007/978-3-031-08757-8_40

• A Taxonomy Guided Method to Identify Metaheuristic Components

  Thimershen Achary and Anban Pillay

  DOI: 10.1007/978-3-031-08757-8_41

• Camp Location Selection in Humanitarian Logistics: A Multiobjective Simulation Optimization Approach

  Yani Xue, Miqing Li, Hamid Arabnejad, Diana Suleimenova, Alireza Jahani, Bernhard C. Geiger, Zidong Wang, Xiaohui Liu and Derek Groen

  DOI: 10.1007/978-3-031-08757-8_42

• A Sparse Matrix Approach for Covering Large Complex Networks by Cliques

  Wali Mohammad Abdullah and Shahadat Hossain

  DOI: 10.1007/978-3-031-08757-8_43

• DSCAN for Geo-Social Team Formation

  Maryam Mahdavyrad, Kalyani Selvarajah and Ziad Kobti

  DOI: 10.1007/978-3-031-08757-8_44

• Data Allocation based on Neural Similarity Estimation

  Ralf Vamosi and Erich Schikuta

  DOI: 10.1007/978-3-031-08757-8_45

• Computer Graphics, Image Processing and Artificial Intelligence

• Your Social Circle Affects Your Interests: Social Influence Enhanced Session-Based Recommendation

  Yan Chen, Wanhui Qian, Dongqin Liu, Mengdi Zhou, Yipeng Su, Jizhong Han and Ruixuan Li

  DOI: 10.1007/978-3-031-08757-8_46

• Action Recognition in Australian Rules Football through Deep Learning

  Stephen Kong Luan, Hongwei Yin and Richard Sinnott

  DOI: 10.1007/978-3-031-08757-8_47

• SEGP: Stance-Emotion joint Data Augmentation with Gradual Prompt-tuning for Stance detection

  Junlin Wang, Yan Zhou, Yaxin Liu, Weibo Zhang and Songlin Hu

  DOI: 10.1007/978-3-031-08757-8_48

• Image Features Correlation with the Impression Curve for Automatic Evaluation of the Computer Game Level Design

  Jarosław Andrzejczak, Rafał Szrajber, Adam Wojciechowski and Olgierd Jaros

  DOI: 10.1007/978-3-031-08757-8_49

• ACCirO: A System for Analyzing and Digitizing Images of Charts with Circular Objects

  Siri Chandana Daggubati and Jaya Sreevalsan-Nair

  DOI: 10.1007/978-3-031-08757-8_50

• Learning Scale-Invariant Object Representations with a Single-Shot Convolutional Generative Model

  Piotr Zieliński and Tomasz Kajdanowicz

  DOI: 10.1007/978-3-031-08757-8_51

• How to sort them? A network for LEGO bricks classification

  Tomasz Boiński, Konrad Zawora and Julian Szymanski

  DOI: 10.1007/978-3-031-08757-8_52

• Novel Photoplethysmographic Signal Analysis Via Wavelet Scattering Transform

  Agnieszka Szczęsna, Dariusz Augustyn, Henryk Josiński, Adam Świtoński, Paweł Kasprowski and Katarzyna Harężlak

  DOI: 10.1007/978-3-031-08757-8_53

• Convolutional neural network compression via tensor-train decomposition on permuted weight tensor with automatic rank determination

  Mateusz Gabor and Rafal Zdunek

  DOI: 10.1007/978-3-031-08757-8_54

• Comparing explanations from glass-box and black-box machine-learning models

  Michał Kuk, Szymon Bobek and Grzegorz J. Nalepa

  DOI: 10.1007/978-3-031-08757-8_55

• Virtual Reality Prototype of a Linear Accelerator Simulator for Oncological Radiotherapy Training

  Vei Siang Chan, Andres Iglesias, Habibollah Haron, Pedro J. Prada, Samuel Ruiz, Akemi Galvez, Lihua You, Faezah M. Salleh and Farhan Mohamed

  DOI: 10.1007/978-3-031-08757-8_56

• A review of 3D point clouds parameterization methods

  Zaiping Zhu, Andres Iglesias, Lihua You and Jian Jun Zhang

  DOI: 10.1007/978-3-031-08757-8_57

• Machine Learning and Data Assimilation for Dynamical Systems

• Statistical prediction of extreme events from small datasets

  Alberto Racca and Luca Magri

  DOI: 10.1007/978-3-031-08757-8_58

• Outlier detection for categorial data using clustering algorithms

  Agnieszka Nowak-Brzezinska and Weronika Łazarz

  DOI: 10.1007/978-3-031-08757-8_59

• Augmenting Graph Inductive Learning Model With Topographical Features

  Kalyani Selvarajah and Jae Muzzin

  DOI: 10.1007/978-3-031-08757-8_60

• Generative Networks Applied to Model Fluid Flows

  Mustapha Jolaade, Vinicius L. S. Silva, Claire E. Heaney and Christopher C. Pain

  DOI: 10.1007/978-3-031-08757-8_61

• Towards Social Machine Learning for Natural Disasters

  Jake Lever and Rossella Arcucci

  DOI: 10.1007/978-3-031-08757-8_62

• Machine Learning-based Scheduling and Resources Allocation in Distributed Computing

  Victor Toporkov, Dmitry Yemelyanov and Artem Bulkhak

  DOI: 10.1007/978-3-031-08760-8_1

• Time Series Attention Based Transformer Neural Turing Machines for Diachronic Graph Embedding in Cyber Threat Intelligence

  Binghua Song, Rong Chen, Baoxu Liu, Zhengwei Jiang and Xuren Wang

  DOI: 10.1007/978-3-031-08760-8_2

• Reduced order surrogate modelling and Latent Assimilation for dynamical systems

  Sibo Cheng, Cesar Quilodran-Casas and Rossella Arcucci

  DOI: 10.1007/978-3-031-08760-8_3

• A GPU-based algorithm for environmental data filtering

  Pasquale De Luca, Ardelio Galletti and Livia Marcellino

  DOI: 10.1007/978-3-031-08760-8_4

• Multiscale Modelling and Simulation

• Multipoint meshless FD schemes applied to nonlinear and multiscale analysis

  Irena Jaworska

  DOI: 10.1007/978-3-031-08760-8_5

• Automating and Scaling Task-Level Parallelism of Tightly Coupled Models via Code Generation

  Mehdi Roozmeh and Ivan Kondov

  DOI: 10.1007/978-3-031-08760-8_6

• An agent-based forced displacement simulation: A case study of the Tigray crisis

  Diana Suleimenova, William Low and Derek Groen

  DOI: 10.1007/978-3-031-08760-8_7

• Quantum Computing

• Practical solving of discrete logarithm problem over prime fields using quantum annealing

  Michał Wroński

  DOI: 10.1007/978-3-031-08760-8_8

• Quantum-Classical Solution Methods for Binary Compressive Sensing Problems

  Robert Wezeman, Irina Chiscop, Laura Anitori and Wim van Rossum

  DOI: 10.1007/978-3-031-08760-8_9

• Studying the cost of n-qubit Toffoli gates

  Francisco Orts, Gloria Ortega and Ester M. Garzón

  DOI: 10.1007/978-3-031-08760-8_10

• Reducing Memory Requirements of Quantum Optimal Control

  Sri Hari Krishna Narayanan, Thomas Propson, Marcelo Bongarti, Jan Hückelheim and Paul Hovland

  DOI: 10.1007/978-3-031-08760-8_11

• Quantum annealing and algebraic attack on Speck cipher

  Elżbieta Burek and Michał Wroński

  DOI: 10.1007/978-3-031-08760-8_12

• Benchmarking D-Wave Quantum Annealers: spectral gap scaling of maximum cardinality matching problems

  Cameron McLeod and Michele Sasdelli

  DOI: 10.1007/978-3-031-08760-8_13

• Challenges and Future Directions in the Implementation of User Authentication Protocols Utilizing Quantum Computing

  Juliet McLeod, Ritajit Majumdar and Sanchari Das

  DOI: 10.1007/978-3-031-08760-8_14

• Distributed Quantum Annealing on D-Wave for the single machine total weighted tardiness scheduling problem

  Wojciech Bozejko, Jaroslaw Pempera, Mariusz Uchronski and Mieczyslaw Wodecki

  DOI: 10.1007/978-3-031-08760-8_15

• Efficient constructions for simulating Multi Controlled Quantum Gates

  Stefan Razvan Balauca and Andreea Arusoaie

  DOI: 10.1007/978-3-031-08760-8_16

• Experiment-driven quantum error reduction

  Krzysztof Werner, Kamil Wereszczyński and Agnieszka Michalczuk

  DOI: 10.1007/978-3-031-08760-8_17

• Quantum approaches for WCET-related optimization problems

  Gabriella Bettonte, Valentin Gilbert, Daniel Vert, Stephane Louise and Renaud Sirdey

  DOI: 10.1007/978-3-031-08760-8_18

• A first attempt at cryptanalyzing a (toy) block cipher by means of QAOA

  Luca Phab, Stéphane Louise and Renaud Sirdey

  DOI: 10.1007/978-3-031-08760-8_19

• Scheduling with Multiple Dispatch Rules : A quantum computing approach

  Poojith U Rao and Balwinder Sodhi

  DOI: 10.1007/978-3-031-08760-8_20

• Quantum Variational Multi-Class Classifier for the Iris Data Set

  Ilya Piatrenka and Marian Rusek

  DOI: 10.1007/978-3-031-08760-8_21

• Post-Error Correction for Quantum Annealing Processor using Reinforcement Learning

  Tomasz Śmierzchalski, Łukasz Pawela, Zbigniew Puchała, Tomasz Trzciński and Bartłomiej Gardas

  DOI: 10.1007/978-3-031-08760-8_22

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

• Adaptive Deep Learning Approximation for Allen-Cahn Equation

  Huiying Xu, Jie Chen and Fei Ma

  DOI: 10.1007/978-3-031-08760-8_23

• DNS of mass transfer in bi-dispersed bubble swarms

  Nestor Vinicio Balcazar Arciniega, Joaquim Rigola and Assensi Oliva

  DOI: 10.1007/978-3-031-08760-8_24

• Parallel fluid-structure interaction simulation

  Meng-Huo Chen

  DOI: 10.1007/978-3-031-08760-8_25

• Characterization of Foam‑Assisted Water-Gas Flow via Inverse Uncertainty Quantification Techniques

  Gabriel Brandão de Miranda, Luisa Silva Ribeiro, Juliana Maria da Fonseca Façanha, Aurora Pérez‑gramatges, Bernardo Martins Rocha, Grigori Chapiro and Rodrigo Weber dos Santos

  DOI: 10.1007/978-3-031-08760-8_26

• Numerical simulation of an infinite array of airfoils with a finite span

  Takahiro Ikeda, Masashi Yamakawa, Shinichi Asao and Seiichi Takeuchi

  DOI: 10.1007/978-3-031-08760-8_27

• Simulation of nearly missing helicopters through the computational fluid dynamics approach

  Momoha Nishimura and Masashi Yamakawa

  DOI: 10.1007/978-3-031-08760-8_28

• Blood Flow Simulation of Left Ventricle with Twisted Motion

  Masashi Yamakawa, Yuto Yoshimi, Shinichi Asao and Seiichi Takeuchi

  DOI: 10.1007/978-3-031-08760-8_29

• Simulation of virus-laden droplets transmitted from lung to lung

  Shohei Kishi, Yuta Ida, Masashi Yamakawa and Momoha Nishimura

  DOI: 10.1007/978-3-031-08760-8_30

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

• A Personalized Federated Learning Algorithm for One-Class Support Vector Machine: an Application in Anomaly Detection

  Ali Anaissi, Basem Suleiman and Widad Alyassine

  DOI: 10.1007/978-3-031-08760-8_31

• GBLNet: Detecting Intrusion Traffic with Multi-granularity BiLSTM

  Li Wenhao and Xiao-Yu Zhang

  DOI: 10.1007/978-3-031-08760-8_32

• AMDetector: Detecting Large-scale and Novel Android Malware Traffic

  Li Wenhao, Huaifeng Bao, Xiao-Yu Zhang and Lin Li

  DOI: 10.1007/978-3-031-08760-8_33

• Accessing the Spanish Digital Network of Museum Collections through an Interactive Web-based Map

  Cristina Portalés, Pablo Casanova-Salas, Jorge Sebastián, Mar Gaitán, Javier Sevilla, Arabella León, Ester Alba, Rebeca C. Recio Martín and Marta Tudela Sánchez

  DOI: 10.1007/978-3-031-08760-8_34

• Federated Learning for Anomaly Detection in Industrial IoT-enabled Production Environment Supported by Autonomous Guided Vehicles

  Bohdan Shubyn, Dariusz Mrozek, Taras Maksymyuk, Vaidy Sunderam, Daniel Kostrzewa, Piotr Grzesik and Paweł Benecki

  DOI: 10.1007/978-3-031-08760-8_35

• Acquisition, storing, and processing system for interdisciplinary research in Earth sciences

  Robert Brzoza-Woch, Tomasz Pełech-Pilichowski, Agnieszka Rudnicka, Jacek Dajda, Ewa Adamiec, Elżbieta Jarosz-Krzemińska and Marek Kisiel-Dorohinicki

  DOI: 10.1007/978-3-031-08760-8_36

• A study on the prediction of evapotranspiration using freely available meteorological data

  Pedro J. Vaz, Gabriela Schütz, Carlos Guerrero and Pedro J. S. Cardoso

  DOI: 10.1007/978-3-031-08760-8_37

• Detecting SQL Injection vulnerabilities using nature-inspired algorithms

  Kevin Batista, Anabela Moreira Bernardino and Eugénia Moreira Bernardino

  DOI: 10.1007/978-3-031-08760-8_38

• On-Edge Aggregation Strategies over Industrial Data Produced by Autonomous Guided Vehicles

  Piotr Grzesik, Paweł Benecki, Daniel Kostrzewa, Bohdan Shubyn and Dariusz Mrozek

  DOI: 10.1007/978-3-031-08760-8_39

• Performance of Explainable AI methods in asset failure prediction

  Jakub Jakubowski, Przemysław Stanisz, Szymon Bobek and Grzegorz J. Nalepa

  DOI: 10.1007/978-3-031-08760-8_40

• Streaming detection of significant delay changes in public transport systems

  Przemysław Wrona, Maciej Grzenda and Marcin Luckner

  DOI: 10.1007/978-3-031-08760-8_41

• Software Engineering for Computational Science

• Learning I/O Variables from Scientific Software's User Manuals

  Zedong Peng, Xuanyi Lin, Sreelekhaa Nagamalli Santhoshkumar, Nan Niu and Upulee Kanewala

  DOI: 10.1007/978-3-031-08760-8_42

• Distributed Architecture for Highly Scalable Urban Traffic Simulation

  Michał Zych, Mateusz Najdek, Mateusz Paciorek and Wojciech Turek

  DOI: 10.1007/978-3-031-08760-8_43

• Automated and Manual Testing in the Development of the Research Software RCE

  Robert Mischke, Kathrin Schaffert, Dominik Schneider and Alexander Weinert

  DOI: 10.1007/978-3-031-08760-8_44

• Digging Deeper Into the State of the Practice for Domain Specific Research Software

  Spencer Smith and Peter Michalski

  DOI: 10.1007/978-3-031-08760-8_45

• A Survey on Sustainable Software Ecosystems to Support Experimental and Observational Science at Oak Ridge National Laboratory

  David Bernholdt, Mathieu Doucet, William Godoy, Addi Malviya-Thakur and Gregory Watson

  DOI: 10.1007/978-3-031-08760-8_46

• Solving Problems with Uncertainty

• Derivation and Computation of Integro-Riccati Equation for Ergodic Control of Infinite-dimensional SDE

  Hidekazu Yoshioka and Motoh Tsujimura

  DOI: 10.1007/978-3-031-08760-8_47

• Acceleration of interval PIES computations using interpolation of kernels with uncertainly defined boundary shape

  Eugeniusz Zieniuk, Marta Czupryna and Andrzej Kużelewski

  DOI: 10.1007/978-3-031-08760-8_48

• Uncertainty occurrence in projects and its consequences for project management

  Dorota Kuchta and Barbara Gladysz

  DOI: 10.1007/978-3-031-08760-8_49

• Getting formal Ontologies closer to final users through Knowledge Graph Visualization: interpretation and misinterpretation

  Salvatore Flavio Pileggi

  DOI: 10.1007/978-3-031-08760-8_50

• Towards Mitigating the Eye Gaze Tracking Uncertainty in Virtual Reality

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  DOI: 10.1007/978-3-031-08760-8_51

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  DOI: 10.1007/978-3-031-08760-8_52

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  DOI: 10.1007/978-3-031-08760-8_53

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  DOI: 10.1007/978-3-031-08760-8_54

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  DOI: 10.1007/978-3-031-08760-8_55

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  DOI: 10.1007/978-3-031-08760-8_56

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  DOI: 10.1007/978-3-031-08760-8_57

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  DOI: 10.1007/978-3-031-08760-8_58

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  DOI: 10.1007/978-3-031-08760-8_59

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  DOI: 10.1007/978-3-031-08760-8_60

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  DOI: 10.1007/978-3-031-08760-8_61

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  DOI: 10.1007/978-3-031-08760-8_62