ICCS 2023 Conference Proceedings

The proceedings shown on this page are the camera-ready version of the papers published in LNCS volumes 14073, 14074, 14075, 14076 and 14077. To cite these publications, please use the final published version, which is linked to at the bottom of each publication.

• ICCS 2023 Main Track Full Papers

• Improving the Resiliency of Decentralized Crowdsourced Blockchain Oracles

  Adrian Fuertes Blanco, Zeshun Shi, Debraj Roy and Zhiming Zhao

  DOI: 10.1007/978-3-031-35995-8_1

• Characterization of pedestrian contact interaction trajectories

  Jaeyoung Kwak, Michael Lees and Wentong Cai

  DOI: 10.1007/978-3-031-35995-8_2

• Siamese Autoencoder-based Approach for Missing Data Imputation

  Ricardo Cardoso Pereira, Pedro Henriques Abreu and Pedro Pereira Rodrigues

  DOI: 10.1007/978-3-031-35995-8_3

• An Intelligent Transportation System for Tsunamis Combining CEP, CPN and Fuzzy Logic

  Gregorio Diaz-Descalzo, Hermenegilda Macià, Enrique Brazalez, Juan Boubeta-Puig, M. Carmen Ruiz and Valentin Valero

  DOI: 10.1007/978-3-031-35995-8_4

• Downscaling WRF-Chem: Analyzing urban air quality in Barcelona city

  Veronica Vidal, Ana Cortés, Alba Badia and Gara Villalba

  DOI: 10.1007/978-3-031-35995-8_5

• Influence of activation functions on the convergence of Physics-Informed Neural Networks for 1D wave equation

  Paweł Maczuga and Maciej Paszynski

  DOI: 10.1007/978-3-031-35995-8_6

• Accelerating Multivariate Functional Approximation Computation with Domain Decomposition Techniques

  Vijay Mahadevan, David Lenz, Iulian Grindeanu and Thomas Peterka

  DOI: 10.1007/978-3-031-35995-8_7

• User Popularity Preference Aware Sequential Recommendation

  Mingda Qian, Feifei Dai, Xiaoyan Gu, Haihui Fan, Dong Liu and Bo Li

  DOI: 10.1007/978-3-031-35995-8_8

• Data Heterogeneity Differential Privacy: From Theory to Algorithm

  Yilin Kang, Jian Li, Yong Liu and Weiping Wang

  DOI: 10.1007/978-3-031-35995-8_9

• Inference of over-constrained NFA of size k+1 to efficiently and systematically derive NFA of size k for grammar learning

  Tomasz Jastrząb, Frederic Lardeux and Eric Monfroy

  DOI: 10.1007/978-3-031-35995-8_10

• Differential Dataset Cartography: Explainable Artificial Intelligence in Comparative Personalized Sentiment Analysis

  Jan Kocoń, Joanna Baran, Kamil Kanclerz, Michał Kajstura and Przemysław Kazienko

  DOI: 10.1007/978-3-031-35995-8_11

• Alternative platforms and privacy paradox: A system dynamics analysis

  Ektor Arzoglou and Yki Kortesniemi

  DOI: 10.1007/978-3-031-35995-8_12

• The first scientiffic evidence for the hail cannon

  Krzysztof Misan, Maciej Kozieja, Marcin Łoś, Dominik Gryboś, Jacek Leszczyński, Paweł Maczuga, Maciej Wozniak, Albert Oliver Serra and Maciej Paszynski

  DOI: 10.1007/978-3-031-35995-8_13

• Constituency Parsing with Spines and Attachments

  Katarzyna Krasnowska-Kieraś and Marcin Woliński

  DOI: 10.1007/978-3-031-35995-8_14

• Performing Aerobatic Maneuver with Imitation Learning

  Henrique Freitas, Rui Camacho and Daniel Castro Silva

  DOI: 10.1007/978-3-031-35995-8_15

• An application of evolutionary algorithms and machine learning in four-part harmonization

  Mikołaj Sikora and Maciej Smołka

  DOI: 10.1007/978-3-031-35995-8_16

• Predicting ABM Results with Covering Arrays and Random Forests

  Megan Olsen, M S Raunak and D. Richard Kuhn

  DOI: 10.1007/978-3-031-35995-8_17

• Vecpar -- A Framework for Portability and Parallelization

  Georgiana Mania, Nicholas Styles, Michael Kuhn, Andreas Salzburger, Beomki Yeo and Thomas Ludwig

  DOI: 10.1007/978-3-031-35995-8_18

• Self-supervised Deep Heterogeneous Graph Neural Networks with Contrastive Learning

  Zhiping Li, Fangfang Yuan, Cong Cao, Dakui Wang, Jiali Feng, Baoke Li and Yanbing Liu

  DOI: 10.1007/978-3-031-35995-8_19

• First-Principles Calculation to N-type Beryllium related Co-doping and Beryllium Doping in Diamond

  Delun Zhou, Jinyu Zhang, Ruifeng Yue and Yan Wang

  DOI: 10.1007/978-3-031-35995-8_20

• Machine learning detects anomalies in OPS-SAT telemetry

  Bogdan Ruszczak, Krzysztof Kotowski, Jacek Andrzejewski, Alicja Musiał, David Evans, Vladimir Zelenevskiy, Sam Bammens, Rodrigo Laurinovics and Jakub Nalepa

  DOI: 10.1007/978-3-031-35995-8_21

• Wildfire Perimeter Detection via Iterative Trimming Method

  Li Tan, Yangsheng Hu, Shuo Tan, Raymond de Callafon and Ilkay Altintas

  DOI: 10.1007/978-3-031-35995-8_22

• Variable Discovery with Large Language Models for Metamorphic Testing of Scientific Software

  Christos Tsigkanos, Pooja Rani, Sebastian Müller and Timo Kehrer

  DOI: 10.1007/978-3-031-35995-8_23

• On Irregularity Localization for Scientific Data Analysis Workflows

  Anh Duc Vu, Christos Tsigkanos, Jorge Arnulfo Quiane Ruiz, Volker Markl and Timo Kehrer

  DOI: 10.1007/978-3-031-35995-8_24

• RAFEN - Regularized Alignment Framework for Embeddings of Nodes

  Kamil Tagowski, Piotr Bielak, Jakub Binkowski and Tomasz Kajdanowicz

  DOI: 10.1007/978-3-031-35995-8_25

• CLARIN-Emo: Training Emotion Recognition Models using Human Annotation and ChatGPT

  Bartłomiej Koptyra, Anh Ngo, Łukasz Radliński and Jan Kocoń

  DOI: 10.1007/978-3-031-35995-8_26

• B2-FedGAN: Balanced Bi-directional Federated GAN

  Ali Anaissi and Basem Suleiman

  DOI: 10.1007/978-3-031-35995-8_27

• Graph-level representations using ensemble-based readout functions

  Jakub Binkowski, Albert Sawczyn, Denis Janiak, Piotr Bielak and Tomasz Kajdanowicz

  DOI: 10.1007/978-3-031-35995-8_28

• Parallel Adjoint Taping using MPI

  Markus Towara, Jannick Kremer and Uwe Naumann

  DOI: 10.1007/978-3-031-35995-8_29

• A Moral Foundations Dictionary for the European Portuguese Language: The Case of Portuguese Parliamentary Debates

  Mafalda Zúquete, Flávio L. Pinheiro and Diana Orghian

  DOI: 10.1007/978-3-031-35995-8_30

• Towards Automatic Generation of Digital Twins: Graph-based Integration of Smart City Datasets

  Sebastian Ernst, Leszek Kotulski and Igor Wojnicki

  DOI: 10.1007/978-3-031-35995-8_31

• Forecasting Cryptocurrency Prices using Contextual ES-adRNN with Exogenous Variables

  Slawek Smyl, Grzegorz Dudek and Paweł Pełka

  DOI: 10.1007/978-3-031-35995-8_32

• Enhanced Emotion and Sentiment Recognition for Empathetic Dialogue System Using Big Data and Deep Learning Methods

  Marek Kozłowski, Karolina Gabor-Siatkowska, Izabela Stefaniak, Marcin Sowański and Artur Janicki

  DOI: 10.1007/978-3-031-35995-8_33

• Automatic Delta-Adjustment Method applied to Missing Not At Random Imputation

  Ricardo Cardoso Pereira, Pedro Pereira Rodrigues, Mário A. T. Figueiredo and Pedro Henriques Abreu

  DOI: 10.1007/978-3-031-35995-8_34

• Data Integration Landscapes: The Case for Non-Optimal Solutions in Network Diffusion Models

  James Nevin, Paul Groth and Michael Lees

  DOI: 10.1007/978-3-031-35995-8_35

• Excessive Internet Use in the Organizational Context: A Proposition of the New Instrument to Measure Cyberloafing at Work

  Beata Bajcar and Jolanta Babiak

  DOI: 10.1007/978-3-031-35995-8_36

• FAIR-FATE: Fair Federated Learning with Momentum

  Teresa Salazar, Miguel Fernandes, Helder Araújo and Pedro Henriques Abreu

  DOI: 10.1007/978-3-031-35995-8_37

• Multi-agent cellular automaton model for traffic flow considering the heterogeneity of human delay and accelerations

  Krzysztof Małecki, Patryk Górka and Maria Gokieli

  DOI: 10.1007/978-3-031-35995-8_38

• A Contrastive Self-Distillation BERT with Kernel Alignment-Based Inference

  Yangyan Xu, Fangfang Yuan, Cong Cao, Majing Su, Yuhai Lu and Yanbing Liu

  DOI: 10.1007/978-3-031-35995-8_39

• Turning Flight Simulation with Fluid-rigid Body Interaction for Flying Car with Contra-rotating Propellers

  Ayato Takii, Ritsuka Gomi, Masashi Yamakawa and Makoto Tsubokura

  DOI: 10.1007/978-3-031-35995-8_40

• Combining Outlierness Scores and Feature Extraction Techniques for Improvement of OoD and Adversarial Attacks Detection in DNNs

  Tomasz Walkowiak, Kamil Szyc and Henryk Maciejewski

  DOI: 10.1007/978-3-031-35995-8_41

• From Online Behaviours to Images: A Novel Approach to Social Bot Detection

  Edoardo Di Paolo, Angelo Spognardi and Marinella Petrocchi

  DOI: 10.1007/978-3-031-35995-8_42

• Linking Scholarly Datasets -- the EOSC Perspective

  Marcin Wolski, Antoni Klorek, Cezary Mazurek and Anna Kobusinska

  DOI: 10.1007/978-3-031-35995-8_43

• Memory-efficient all-pair suffix-prefix overlaps on GPU

  Sayan Goswami

  DOI: 10.1007/978-3-031-35995-8_44

• Ensemble Based Learning for Automated Safety Labeling of Prescribed Fires

  Li Tan, Raymond de Callafon, Mai H. Nguyen and Ilkay Altintas

  DOI: 10.1007/978-3-031-35995-8_45

• SLAM methods for Augmented Reality systems for flight simulators

  Onyeka Josephine Nwobodo, Kamil Wereszczyński and Krzysztof Cyran

  DOI: 10.1007/978-3-031-35995-8_46

• Improving the Performance of Task-based Linear Algebra Software with Autotuning Techniques on Heterogeneous Architectures

  Jesús Cámara, Javier Cuenca and Murilo Boratto

  DOI: 10.1007/978-3-031-35995-8_47

• Tempo and Time Signature Detection of a Musical Piece

  Daniel Kostrzewa and Marek Zabialowicz

  DOI: 10.1007/978-3-031-35995-8_48

• Tempo and Time Signature Detection of a Musical Piece

  Daniel Kostrzewa and Marek Zabialowicz

  DOI: 10.1007/978-3-031-35995-8_48

• ICCS 2023 Main Track Full Papers (continued)

• Automated identification and location of three dimensional atmospheric frontal systems

  Stefan Niebler, Bertil Schmidt, Peter Spichtinger and Holger Tost

  DOI: 10.1007/978-3-031-36021-3_1

• Digital twin simulation development and execution on HPC infrastructures

  Marek Kasztelnik, Piotr Nowakowski, Jan Meizner, Maciej Malawski, Adam Nowak, Krzysztof Gądek, Karol Zając, Antonino Amedeo La Mattina and Marian Bubak

  DOI: 10.1007/978-3-031-36021-3_2

• Numerical simulation of the octorotor flying car in sudden rotor stop

  Naoya Takahashi, Ritsuka Gomi, Ayato Takii, Masashi Yamakawa, Shinichi Asao and Seiichi Takeuchi

  DOI: 10.1007/978-3-031-36021-3_3

• Experimental Study of a Parallel Iterative Solver for Markov Chain Modeling

  Valerio Besozzi, Matteo Della Bartola and Luca Gemignani

  DOI: 10.1007/978-3-031-36021-3_4

• Impact of Mixed-Precision: a Way to Accelerate Data-Driven Forest Fire Spread Systems

  Carlos Carrillo, Tomàs Margalef, Antonio Espinosa and Ana Cortés

  DOI: 10.1007/978-3-031-36021-3_5

• RL-MAGE: Strengthening Malware Detectors against Smart Adversaries

  Adarsh Nandanwar, Hemant Rathore, Sanjay K. Sahay and Mohit Sewak

  DOI: 10.1007/978-3-031-36021-3_6

• Online Runtime Environment Prediction for Complex Colocation Interference in Distributed Stream Processing

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

  DOI: 10.1007/978-3-031-36021-3_7

• ICCS 2023 Main Track Short Papers

• On the Impact of Noisy Labels on Supervised Classification Models

  Rafal Dubel, Agata Wijata and Jakub Nalepa

  DOI: 10.1007/978-3-031-36021-3_8

• Improving Patients' Length of Stay Prediction Using Clinical and Demographics Features Enrichment

  Hamzah Osop, Basem Suleiman, Muhammad Johan Alibasa, Drew Wrigley, Alexandra Helsham and Anne Asmaro

  DOI: 10.1007/978-3-031-36021-3_9

• Compiling Tensor Expressions into Einsum

  Julien Klaus, Mark Blacher and Joachim Giesen

  DOI: 10.1007/978-3-031-36021-3_10

• r-softmax: Generalized Softmax with Controllable Sparsity Rate

  Klaudia Bałazy, Łukasz Struski, Marek Śmieja and Jacek Tabor

  DOI: 10.1007/978-3-031-36021-3_11

• Solving uncertainly defined curvilinear potential 2D BVPs by the IFPIES

  Andrzej Kużelewski, Eugeniusz Zieniuk and Marta Czupryna

  DOI: 10.1007/978-3-031-36021-3_12

• Improving LocalMaxs Multiword Expression Statistical Extractor

  Joaquim Silva and Jose Cunha

  DOI: 10.1007/978-3-031-36021-3_13

• PIES in multi-region elastic problems including body forces

  Agnieszka Boltuc and Eugeniusz Zieniuk

  DOI: 10.1007/978-3-031-36021-3_14

• Fine-Tuning Large Language Models for Answering Programming Questions with Code Snippets

  Vadim Lomshakov, Sergey Kovalchuk, Sergey Nikolenko and Artem Aliev

  DOI: 10.1007/978-3-031-36021-3_15

• Introducing a computational method to retrofit ‎damaged buildings under seismic mainshock-aftershock ‎sequence

  Farzin Kazemi, Neda Asgarkhani, Ahmed Manguri, Natalia Lasowicz and Robert Jankowski

  DOI: 10.1007/978-3-031-36021-3_16

• Hierarchical Classification of Adverse Events Based on Consumer's Comments

  Monika Kaczorowska, Piotr Szymczak and Sergiy Tkachuk

  DOI: 10.1007/978-3-031-36021-3_17

• Estimating Chlorophyll Content from Hyperspectral Data Using Gradient Features

  Bogdan Ruszczak, Agata Wijata and Jakub Nalepa

  DOI: 10.1007/978-3-031-36021-3_18

• Image Recognition of Plants and Plant Diseases with Transfer Learning and Feature Compression

  Marcin Zięba, Konrad Przewłoka, Michał Grela, Kamil Szkoła and Marcin Kuta

  DOI: 10.1007/978-3-031-36021-3_19

• TwitterEmo: Annotating Emotions and Sentiment in Polish Twitter

  Stanisław Bogdanowicz, Hanna Cwynar, Aleksandra Zwierzchowska, Cezary Klamra, Witold Kieraś and Łukasz Kobyliński

  DOI: 10.1007/978-3-031-36021-3_20

• Timeseries Anomaly Detection Using SAX and Matrix Profiles Based Longest Common Subsequence

  Thi Phuong Quyen Nguyen, Trung Nghia Tran, Ton Nu Huong Giang Hoang and Thanh Tung Nguyen

  DOI: 10.1007/978-3-031-36021-3_21

• Korpusomat.eu: A Multilingual Platform for Building and Analysing Linguistic Corpora

  Karol Saputa, Aleksandra Tomaszewska, Natalia Zawadzka-Paluektau, Witold Kieraś and Łukasz Kobyliński

  DOI: 10.1007/978-3-031-36021-3_22

• What will happen when we radically simplify t-SNE and UMAP visualization algorithms? Is it worth doing so?

  Bartosz Minch, Radosław Łazarz and Witold Dzwinel

  DOI: 10.1007/978-3-031-36021-3_23

• Fast Electromagnetic Field Pattern Calculation with Fourier Neural Operators

  Nattawat Pornthisan and Stefano Markidis

  DOI: 10.1007/978-3-031-36021-3_24

• Elements of Antirival Accounting with sNFT

  Tommi Elo, Jarno Marttila, Sergi Cutillas and Esko Hakanen

  DOI: 10.1007/978-3-031-36021-3_25

• Learning shape-preserving autoencoder for the reconstruction of functional data from noisy observations

  Adam Krzyżak, Wojciech Rafajłowicz and Ewaryst Rafajłowicz

  DOI: 10.1007/978-3-031-36021-3_26

• Attribute Relevance and Discretisation in Knowledge Discovery: A Study in Stylometric Domain

  Urszula Stańczyk, Beata Zielosko and Grzegorz Baron

  DOI: 10.1007/978-3-031-36021-3_27

• Bayesian Networks for Named Entity Prediction in Programming Community Question Answering

  Alexey Gorbatovski and Sergey Kovalchuk

  DOI: 10.1007/978-3-031-36021-3_28

• Similarity-based Memory Enhanced Joint Entity and Relation Extraction

  Witold Kościukiewicz, Mateusz Wójcik, Tomasz Kajdanowicz and Adam Gonczarek

  DOI: 10.1007/978-3-031-36021-3_29

• Solving Complex Sequential Decision-Making Problems by Deep Reinforcement Learning with Heuristic Rules

  Thanh Thi Nguyen, Cuong M. Nguyen, Thien Huynh-The, Quoc-Viet Pham, Quoc Viet Hung Nguyen, Imran Razzak and Vijay Janapa Reddi

  DOI: 10.1007/978-3-031-36021-3_30

• Weighted Hamming Metric and KNN Classification of Nominal-Continuous Data

  Aleksander Denisiuk

  DOI: 10.1007/978-3-031-36021-3_31

• Application of genetic algorithm to load balancing in networks with a homogeneous traffic flow

  Marek Bolanowski, Alicja Gerka, Andrzej Paszkiewicz, Maria Ganzha and Marcin Paprzycki

  DOI: 10.1007/978-3-031-36021-3_32

• Automatic structuring of topics for natural language generation in community question answering in programming domain

  Lyudmila Rvanova and Sergey Kovalchuk

  DOI: 10.1007/978-3-031-36021-3_33

• Modelling the interplay between Chronic Stress and Type 2 Diabetes on-set

  Roland Bumbuc, Vehpi Yildirim and Vivek M Sheraton

  DOI: 10.1007/978-3-031-36021-3_34

• How to select superior Neural Network simulating inner city contaminant transport? Verification and validation techniques.

  Anna Wawrzynczak-Szaban and Monika Berendt-Marchel

  DOI: 10.1007/978-3-031-36021-3_35

• DeBERTNeXT: A Multimodal Fake News Detection framework

  Kamonashish Saha and Ziad Kobti

  DOI: 10.1007/978-3-031-36021-3_36

• Optimization and Comparison of Coordinate- and Metric-Based Indexes on GPUs for Distance Similarity Searches

  Michael Gowanlock, Benoit Gallet and Brian Donnelly

  DOI: 10.1007/978-3-031-36021-3_37

• Sentiment Analysis Using Machine Learning Approach Based on Feature Extraction for Anxiety Detection

  Shoffan Saifullah, Rafal Drezewski, Felix Andika Dwiyanto, Agus Sasmito Aribowo and Yuli Fauziah

  DOI: 10.1007/978-3-031-36021-3_38

• Efficiency Analysis for IA applications in HPC systems. Case study: k-means

  Jose Rivas, Alvaro Wong, Remo Suppi, Emilio Luque and Dolores Rexachs

  DOI: 10.1007/978-3-031-36021-3_39

• A New Algorithm for the Closest Pair of Points for Very Large Data Sets using Exponent Bucketing and Windowing

  Vaclav Skala

  DOI: 10.1007/978-3-031-36021-3_40

• Heart rate-based Identification of Users of IoT Wearables: A Supervised Learning Approach

  Sachit Desa, Basem Suleiman and Waheeb Yaqub

  DOI: 10.1007/978-3-031-36021-3_41

• Transferable Keyword Extraction and Generation with Text-to-Text Language Models

  Piotr Pęzik, Agnieszka Mikołajczyk-Bareła, Adam Wawrzyński, Filip Żarnecki, Bartłomiej Nitoń and Maciej Ogrodniczuk

  DOI: 10.1007/978-3-031-36021-3_42

• Adsorption Characteristics and Thermal Stability of Hy-drogen Termination on Diamond Surface：A first-principles study

  Delun Zhou, Jinyu Zhang, Ruifeng Yue and Yan Wang

  DOI: 10.1007/978-3-031-36021-3_43

• Exploring Counterfactual Explanations for Predicting Student Success

  Farzana Afrin, Margaret Hamilton and Charles Thevathyan

  DOI: 10.1007/978-3-031-36021-3_44

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

• Development of 3D viscoelastic crustal deformation analysis solver with data-driven method on GPU

  Sota Murakami, Kohei Fujita, Tsuyoshi Ichimura, Takane Hori, Muneo Hori, Maddegedara Lalith and Naonori Ueda

  DOI: 10.1007/978-3-031-36021-3_45

• Implementation of Coupled Numerical Analysis of Magnetospheric Dynamics and Spacecraft Charging Phenomena via Code-To-Code Adapter (CoToCoA) Framework

  Yohei Miyake, Youhei Sunada, Yuito Tanaka, Kazuya Nakazawa, Takeshi Nanri, Keiichiro Fukazawa and Yuto Katoh

  DOI: 10.1007/978-3-031-36021-3_46

• Artificial Intelligence and High-Performance Computing for Advanced Simulations

• Improving Group Lasso for high-dimensional categorical data

  Szymon Nowakowski, Piotr Pokarowski, Wojciech Rejchel and Agnieszka Soltys

  DOI: 10.1007/978-3-031-36021-3_47

• Actor-based Scalable Simulation of N-body Problem

  Kamil Szarek, Wojciech Turek, Łukasz Bratek, Marek Kisiel-Dorohinicki and Aleksander Byrski

  DOI: 10.1007/978-3-031-36021-3_48

• Intracellular Material Transport Simulation in Neurons Using Isogeometric Analysis and Deep Learning

  Angran Li and Jessica Zhang

  DOI: 10.1007/978-3-031-36021-3_49

• Chemical Mixing Simulations with Integrated AI Accelerator

  Krzysztof Rojek, Roman Wyrzykowski and Paweł Gepner

  DOI: 10.1007/978-3-031-36021-3_50

• Memory-based Monte Carlo integration for solving Partial Differential Equations using Neural Networks

  Carlos Uriarte, Jamie M. Taylor, David Pardo, Oscar A. Rodríguez and Patrick Vega

  DOI: 10.1007/978-3-031-36021-3_51

• Fast solver for advection dominated diffusion using residual minimization and neural networks

  Tomasz Sluzalec and Maciej Paszynski

  DOI: 10.1007/978-3-031-36021-3_52

• Long-term prediction of cloud resource usage in high-performance computing

  Piotr Nawrocki and Mateusz Smendowski

  DOI: 10.1007/978-3-031-36021-3_53

• Least-squares space-time formulation for advection-diffusion problem with efficient adaptive solver based on matrix compression

  Anna Paszynska, Marcin Los, Paulina Sepúlveda and Mateusz Dobija

  DOI: 10.1007/978-3-031-36021-3_54

• Towards understanding of Deep Reinforcement Learning Agents used in Cloud Resource Management

  Andrzej Małota, Paweł Koperek and Wlodzimierz Funika

  DOI: 10.1007/978-3-031-36021-3_55

• ML-based proactive control of industrial processes

  Edyta Kuk, Szymon Bobek and Grzegorz J. Nalepa

  DOI: 10.1007/978-3-031-36021-3_56

• Parallel algorithm for concurrent integration of three-dimensional B-spline functions

  Anna Szyszka and Maciej Woźniak

  DOI: 10.1007/978-3-031-36021-3_57

• Biomedical and Bioinformatics Challenges for Computer Science

• Resting State Brain Connectivity analysis from EEG and FNIRS signals

  Rosmary Blanco, Cemal Koba and Alessandro Crimi

  DOI: 10.1007/978-3-031-36021-3_58

• Anomaly detection of motion capture data based on the autoencoder approach

  Piotr Hasiec, Adam Świtoński, Henryk Josiński and Konrad Wojciechowski

  DOI: 10.1007/978-3-031-36021-3_59

• Influence of the capillaries bed in hyperthermia for cancer treatment

  Antônio Marchese Bravo Esteves, Gustavo Resende Fatigate, Marcelo Lobosco and Ruy Freitas Reis

  DOI: 10.1007/978-3-031-36021-3_60

• Phase Correction and Noise-to-Noise Denoising of Diffusion Magnetic Resonance Images using Neural Networks

  Jakub Jurek, Andrzej Materka, Kamil Ludwisiak, Agata Majos and Filip Szczepankiewicz

  DOI: 10.1007/978-3-031-36021-3_61

• CNN-based Quantification of Blood Vessels Lumen in 3D Images

  Andrzej Materka, Jakub Jurek, Marek Kociński and Artur Klepaczko

  DOI: 10.1007/978-3-031-36021-3_62

• Tensor Train Subspace Analysis for Classification of Hand Gestures with Surface EMG Signals

  Rafał Zdunek

  DOI: 10.1007/978-3-031-36021-3_63

• A new statistical approach to image reconstruction with rebinning for the x-ray CT scanners with flying focal spot tube

  Piotr Pluta and Robert Cierniak

  DOI: 10.1007/978-3-031-36021-3_64

• Investigating the Sentiment in Italian Long-COVID Narrations

  Maria Chiara Martinis, Ileana Scarpino, Chiara Zucco and Mario Cannataro

  DOI: 10.1007/978-3-031-36021-3_65

• Toward the Human Nanoscale Connectome: Neuronal Morphology Format, Modeling, and Storage Requirement Estimation

  Wieslaw Nowinski

  DOI: 10.1007/978-3-031-36021-3_66

• Replacing the FitzHugh-Nagumo electrophysiology model by physics-informed neural networks

  Yan Werneck, Bernardo Martins Rocha, Rafael Sachetto Oliveria and Rodrigo Weber dos Santos

  DOI: 10.1007/978-3-031-36021-3_67

• Sensitivity Analysis of a Two-compartmental Differential Equation Mathematical Model of Multiple Sclerosis using Parallel Programming

  Matheus A M de Paula, Gustavo G Silva, Marcelo Lobosco and Barbara M Quintela

  DOI: 10.1007/978-3-031-36021-3_68

• Hierarchical relative expression analysis in multi-omics data classification

  Marcin Czajkowski, Krzysztof Jurczuk and Marek Kretowski

  DOI: 10.1007/978-3-031-36021-3_69

• Hierarchical relative expression analysis in multi-omics data classification

  Marcin Czajkowski, Krzysztof Jurczuk and Marek Kretowski

  DOI: 10.1007/978-3-031-36021-3_69

• Computational Collective Intelligence

• Balancing agents for mining imbalanced multiclass datasets - performance evaluation

  Piotr Jedrzejowicz and Joanna Jedrzejowicz

  DOI: 10.1007/978-3-031-36024-4_1

• Decision Tree-Based Algorithms for Detection of Damage in AIS Data

  Marta Szarmach and Ireneusz Czarnowski

  DOI: 10.1007/978-3-031-36024-4_2

• The role of conformity in opinion dynamics modelling with multiple social circles

  Stanisław Stępień, Jaroslaw Jankowski, Piotr Bródka and Radosław Michalski

  DOI: 10.1007/978-3-031-36024-4_3

• Impact of Input Data Preparation on Multi-Criteria Decision Analysis Results

  Jarosław Wątróbski, Aleksandra Bączkiewicz and Robert Król

  DOI: 10.1007/978-3-031-36024-4_4

• Computational Diplomacy and Policy

• Automating the Analysis of Institutional Design in International Agreements

  Anna Wróblewska, Bartosz Pieliński, Karolina Seweryn, Sylwia Sysko-Romańczuk, Karol Saputa, Aleksandra Wichrowska and Hanna Schreiber

  DOI: 10.1007/978-3-031-36024-4_5

• Modeling mechanisms of school segregation and policy interventions: a complexity perspective

  Eric Dignum, Willem Boterman, Andreas Flache and Mike Lees

  DOI: 10.1007/978-3-031-36024-4_6

• An Approach for Probabilistic Modeling and Reasoning of Political Networks

  Douglas O. Cardoso, Willian P. C. Lima, Guilherme G. V. L. Silva and Laura S. Assis

  DOI: 10.1007/978-3-031-36024-4_7

• An Analysis of Political Parties Cohesion based on Congressional Speeches

  Willian P. C. Lima, Lucas C. Marques, Laura S. Assis and Douglas O. Cardoso

  DOI: 10.1007/978-3-031-36024-4_8

• Computational Health

• Comparative study of meta-heuristic algorithms for damage detection problem

  Kamel Belhadj, Najeh Ben Guedria, Ali Helali, Omar Anis Harzallah, Chokri Bouraoui and Lhassane Idoumghar

  DOI: 10.1007/978-3-031-36024-4_9

• Estimation of the Impact of COVID-19 Pandemic Lockdowns on Breast Cancer Deaths and Costs in Poland using Markovian Monte Carlo Simulation

  Magdalena Dul, Michal K. Grzeszczyk, Ewelina Nojszewska and Arkadiusz Sitek

  DOI: 10.1007/978-3-031-36024-4_10

• Machine Learning for Risk Stratification of Diabetic Foot Ulcers using Biomarkers

  Kyle Martin, Ashish Uphadyay, Anjana Wijekoon, Nirmalie Wiratunga and Stewart Massie

  DOI: 10.1007/978-3-031-36024-4_11

• A Robust Machine Learning Protocol for Prediction of Prostate Cancer Survival at Multiple Time-Horizons

  Wojciech Lesinski and Witold Rudnicki

  DOI: 10.1007/978-3-031-36024-4_12

• Supervised machine learning techniques applied to medical records toward the diagnosis of rare autoimmune diseases

  Pedro Emilio A. Martins, Márcio Colombo Filho, Ana Clara Mioto, Filipe Andrade Bernardi, Vinicius Lima, Têmis Maria Felix and Domingos Alves

  DOI: 10.1007/978-3-031-36024-4_13

• Handwriting Analysis AI-based System for Assisting People with Dysgraphia

  Deepti Mehrotra, Hajer Baazaoui Zghal, Richa Gupta, Redouane Bouhamoum and Maroua Masmoudi

  DOI: 10.1007/978-3-031-36024-4_14

• Universal machine-learning processing pattern for computing in the video-oculography.

  Albert Śledzianowski, Jerzy Nowacki, Konrad Sitarz and Andrzej Przybyszewski

  DOI: 10.1007/978-3-031-36024-4_15

• RuMedSpellchecker: correcting spelling errors for natural Russian language in electronic health records using machine learning techniques

  Dmitrii Pogrebnoi, Anastasia Funkner and Sergey Kovalchuck

  DOI: 10.1007/978-3-031-36024-4_16

• Named Entity Recognition for De-identifying Real-World Health Records in Spanish

  Guillermo López-García, Francisco J. Moreno-Barea, Héctor Mesa, Jose M. Jerez, Nuria Ribelles, Emilio Alba and Francisco J. Veredas

  DOI: 10.1007/978-3-031-36024-4_17

• Discovering Process Models from Patient Notes

  Rolf B. Banziger, Artie Basukoski and Thierry Chaussalet

  DOI: 10.1007/978-3-031-36024-4_18

• Knowledge hypergraph-based multidimensional analysis for natural language queries: application to medical data

  Sana Ben Abdallah Ben Lamine, Marouane Raddaoui and Hajer Baazaoui Zghal

  DOI: 10.1007/978-3-031-36024-4_19

• Coupling between a finite element model of coronary artery mechanics and a microscale agent-based model of smooth muscle cells through trilinear interpolation

  Aleksei Fotin and Pavel Zun

  DOI: 10.1007/978-3-031-36024-4_20

• Does complex mean accurate: comparing COVID-19 propagation models with different structural complexity

  Israel Huaman and Vasiliy Leonenko

  DOI: 10.1007/978-3-031-36024-4_21

• Multi-Granular Computing Can Predict Prodromal Alzheimer's Disease Indications in Normal Subjects

  Andrzej W. Przybyszewski

  DOI: 10.1007/978-3-031-36024-4_22

• Accounting for data uncertainty in modeling acute respiratory infections: influenza in St. Petersburg as a case study

  Kseniya Sahatova, Aleksandr Kharlunin, Israel Huaman and Vasiliy Leonenko

  DOI: 10.1007/978-3-031-36024-4_23

• A web portal for real-time data quality analysis on the Brazilian Tuberculosis Research Network: A Case Study

  Victor Cassão, Filipe Andrade Bernardi, Vinícius Costa Lima, Giovane Thomazini Soares, Newton Shydeo Brandão Miyoshi, Ana Clara de Andrade Mioto, Afrânio Kritiski and Domingos Alves

  DOI: 10.1007/978-3-031-36024-4_24

• Use of Decentralized-Learning Methods Applied to Healthcare: A Bibliometric Analysis

  Carolina Ameijeiras-Rodriguez, Rita Rb-Silva, Jose Miguel Diniz, Julio Souza and Alberto Freitas

  DOI: 10.1007/978-3-031-36024-4_25

• Computational Modelling of Cellular Mechanics

• Simulating initial steps of platelet aggregate formation in a cellular blood flow environment

  Christian Spieker, Konstantinos Asteriou and Gábor Závodszky

  DOI: 10.1007/978-3-031-36024-4_26

• Estimating Parameters of 3D Cell Model using a Bayesian Recursive Global Optimizer (BaRGO)

  Pietro Miotti, Edoardo Filippi Mazzola, Ernst-Jan Camiel Wit and Igor Pivkin

  DOI: 10.1007/978-3-031-36024-4_27

• A novel high-throughput framework to quantify spatio- temporal tumor clonal dynamics

  Selami Baglamis, Joyaditya Saha, Maartje van der Heijden, Daniël M. Miedema, Demi van Gent, Przemek M Krawczyk, Louis Vermeulen and Vivek M Sheraton

  DOI: 10.1007/978-3-031-36024-4_28

• Computational Optimization, Modelling and Simulation

• Expedited Metaheuristic-Based Antenna Optimization Using EM Model Resolution Management

  Anna Pietrenko-Dabrowska, Slawomir Koziel and Leifur Leifsson

  DOI: 10.1007/978-3-031-36024-4_29

• Dynamic core binding for load balancing of applications parallelized with MPI/OpenMP

  Masatoshi Kawai, Akihiro Ida, Toshihiro Hanawa and Kengo Nakajima

  DOI: 10.1007/978-3-031-36024-4_30

• Surrogate-Assisted Ship Route Optimisation

  Roman Dębski and Rafal Drezewski

  DOI: 10.1007/978-3-031-36024-4_31

• Optimization of asynchronous logging kernels for a GPU accelerated CFD solver

  Paul Zehner and Atsushi Hashimoto

  DOI: 10.1007/978-3-031-36024-4_32

• Constrained aerodynamic shape optimization using neural networks and sequential sampling

  Pavankumar Koratikere, Leifur Leifsson, Slawomir Koziel and Anna Pietrenko-Dabrowska

  DOI: 10.1007/978-3-031-36024-4_33

• Optimal Knots Selection in Fitting Degenerate Reduced Data

  Ryszard Kozera and Lyle Noakes

  DOI: 10.1007/978-3-031-36024-4_34

• A Case Study of the Profit-Maximizing Multi-Vehicle Pickup and Delivery Selection Problem for the Road Networks with the Integratable Nodes

  Aolong Zha, Qiong Chang, Naoto Imura and Katsuhiro Nishinari

  DOI: 10.1007/978-3-031-36024-4_35

• Symbolic-Numeric Computation in Modeling the Dynamics of the Many-Body System TRAPPIST

  Alexander Chichurin, Alexander Prokopenya, Mukhtar Minglibayev and Aiken Kosherbayeva

  DOI: 10.1007/978-3-031-36024-4_36

• Transparent Checkpointing for Automatic Differentiation of Program Loops through Expression Transformations

  Michel Schanen, Sri Hari Krishna Narayanan, Sarah Williamson, Valentin Churavy, William S. Moses and Ludger Paehler

  DOI: 10.1007/978-3-031-36024-4_37

• Performance of selected Nature-Inspired Metaheuristic Algorithms used for Extreme Learning Machine

  Karol Struniawski, Ryszard Kozera and Aleksandra Konopka

  DOI: 10.1007/978-3-031-36024-4_38

• Simulation-Based Optimisation Model as an Element of a Digital Twin Concept for Supply Chain Inventory Control

  Bożena Mielczarek, Maja Gora and Anna Dobrowolska

  DOI: 10.1007/978-3-031-36024-4_39

• Semi-supervised Learning Approach to Efficient Cut Selection in the Branch-and-Cut Framework

  Jia He Sun and Salimur Choudhury

  DOI: 10.1007/978-3-031-36024-4_40

• Efficient uncertainty quantification using sequential sampling-based neural networks

  Pavankumar Koratikere, Leifur Leifsson, Slawomir Koziel and Anna Pietrenko-Dabrowska

  DOI: 10.1007/978-3-031-36024-4_41

• Hierarchical Learning to Solve PDEs Using Physics-Informed Neural Networks

  Jihun Han and Yoonsang Lee

  DOI: 10.1007/978-3-031-36024-4_42

• SPMD-based Neural Network Simulation with Golang

  Daniela Kalwarowskyj and Erich Schikuta

  DOI: 10.1007/978-3-031-36024-4_43

• Low-Cost Behavioral Modeling of Antennas by Dimensionality Reduction and Domain Confinement

  Slawomir Koziel, Anna Pietrenko-Dabrowska and Leifur Leifsson

  DOI: 10.1007/978-3-031-36024-4_44

• Real-time reconstruction of complex flow in nanoporous media: linear vs non-linear decoding

  Emmanuel Akeweje, Andrey Olhin, Vsevolod Avilkin, Aleksey Vishnyakov and Maxim Panov

  DOI: 10.1007/978-3-031-36024-4_45

• Model of perspective distortions for a vision measuring system of large-diameter bent pipes

  Krzysztof Borkowski, Dariusz Janecki and Jarosław Zwierzchowski

  DOI: 10.1007/978-3-031-36024-4_46

• Outlier detection under False Omission Rate control

  Jan Mielniczuk and Adam Wawrzenczyk

  DOI: 10.1007/978-3-031-36024-4_47

• Minimal Path Delay Leading Zero Counters on Xilinx FPGAs

  Gregory Morse, Tamás Kozsik and Peter Rakyta

  DOI: 10.1007/978-3-031-36024-4_48

• Reduction of the computational cost of tuning methodology of a simulator of a physical system.

  Mariano Trigila, Adriana Gaudiani, Alvaro Wong, Dolores Rexachs and Emilio Luque

  DOI: 10.1007/978-3-031-36024-4_49

• A Hypergraph Model and Associated Optimization Strategies for Path Length-Driven Netlist Partitioning

  Julien Rodriguez, Francois Galea, François Pellegrini and Lilia Zaourar

  DOI: 10.1007/978-3-031-36024-4_50

• Graph TopoFilter: a method for noisy labels detection for graph-structured classes

  Artur Budniak and Tomasz Kajdanowicz

  DOI: 10.1007/978-3-031-36024-4_51

• Dynamic Data Replication for Short Time-to-Completion in a Data Grid

  Ralf Vamosi and Erich Schikuta

  DOI: 10.1007/978-3-031-36024-4_52

• Detection of Anomalous Days in Energy Demand using Leading Point Multi-Regression Model

  Krzysztof Karpio and Piotr Łukasiewicz

  DOI: 10.1007/978-3-031-36024-4_53

• Detection of Anomalous Days in Energy Demand using Leading Point Multi-Regression Model

  Krzysztof Karpio and Piotr Łukasiewicz

  DOI: 10.1007/978-3-031-36024-4_53

• Computational Social Complexity

• The social graph based on real data

  Tomasz Gwizdałła and Aleksandra Piecuch

  DOI: 10.1007/978-3-031-36027-5_1

• Longitudinal Analysis of the Topology of Criminal Networks using a Simple Cost-Benefit Agent-Based Model

  Louis Weyland, Ana Isabel Barros and Koen van der Zwet

  DOI: 10.1007/978-3-031-36027-5_2

• Manifold Analysis for High-Dimensional Socio-Environmental Surveys

  Charles Dupont and Debraj Roy

  DOI: 10.1007/978-3-031-36027-5_3

• Toxicity in Evolving Twitter Topics

  Marcel Geller, Flávio L. Pinheiro and Vítor V. Vasconcelos

  DOI: 10.1007/978-3-031-36027-5_4

• Structural Validation Of Synthetic Power Distribution Networks Using The Multiscale Flat Norm

  Rounak Meyur, Lyman Kostiantyn, Bala Krishnamoorthy and Mahantesh Halappananvar

  DOI: 10.1007/978-3-031-36027-5_5

• OptICS-EV: A Data-Driven Model for Optimal Installation of Charging Stations for Electric Vehicles

  Kazi Ashik Islam, Rounak Meyur, Aparna Kishore, Swapna Thorve, Da Qi Chen and Madhav Marathe

  DOI: 10.1007/978-3-031-36027-5_6

• Computer Graphics, Image Processing and Artificial Intelligence

• Radial Basis Function Neural Network with a Centers Training Stage for Prediction Based on Dispersed Image Data

  Kwabena Frimpong Marfo and Małgorzata Przybyła-Kasperek

  DOI: 10.1007/978-3-031-36027-5_7

• Database of fragments of medieval codices of the 11th-12th centuries - the uniqueness of requirements and data

  Jakub Leszek Pach

  DOI: 10.1007/978-3-031-36027-5_8

• Global optimisation for improved volume tracking of time-varying meshes

  Jan Dvořák, Filip Hácha and Libor Váša

  DOI: 10.1007/978-3-031-36027-5_9

• Detection of objects dangerous for the operation of mining machines

  Marek Bazan, Jakub Szymkowiak, Krzysztof Halawa and Tomasz Janiczek

  DOI: 10.1007/978-3-031-36027-5_10

• A Novel DAAM-DCNNs Hybrid Approach to Facial Expression Recognition to Enhance Learning Experience

  Rayner Alfred, Joe Henry Obit, Yuto Lim, Haviluddin Haviluddin and Rayner Henry Pailus

  DOI: 10.1007/978-3-031-36027-5_11

• Champion Recommendation in League of Legends Using Machine Learning

  Kinga Błaszczyk and Dominik Szajerman

  DOI: 10.1007/978-3-031-36027-5_12

• Classification performance of Extreme Learning Machine Radial Basis Function with k-means, k-medoids and mean shift clustering algorithms

  Aleksandra Konopka, Karol Struniawski and Ryszard Kozera

  DOI: 10.1007/978-3-031-36027-5_13

• Impact of text pre-processing on classification accuracy in Polish

  Urszula Gumińska, Aneta Poniszewska-Maranda and Joanna Ochelska-Mierzejewska

  DOI: 10.1007/978-3-031-36027-5_14

• A Method of Social Context Enhanced User Preferences for Conversational Recommender Systems

  Zhanchao Gao, Lingwei Wei, Wei Zhou, Meng Lin and Songlin Hu

  DOI: 10.1007/978-3-031-36027-5_15

• Forest Image Classification based on Deep learning and XGBoost algorithm

  Clopas Kwenda, Mandlenkosi Victor Gwetu and Jean Vincent Fonou-Dombeu

  DOI: 10.1007/978-3-031-36027-5_16

• Radius Estimation in Angiograms using Multiscale Vesselness Function

  Piotr Szczypinski

  DOI: 10.1007/978-3-031-36027-5_17

• 3D tracking of multiple drones based on Particle Swarm Optimization

  Tomasz Krzeszowski, Adam Switonski, Michal Zielinski, Konrad Wojciechowski and Jakub Rosner

  DOI: 10.1007/978-3-031-36027-5_18

• Sun Magnetograms Retrieval From Vast Collections Through Small Hash Codes

  Rafal Grycuk and Rafal Scherer

  DOI: 10.1007/978-3-031-36027-5_19

• Cerebral vessel segmentation in CE-MR images using deep learning and synthetic training datasets

  Artur Klepaczko

  DOI: 10.1007/978-3-031-36027-5_20

• Numerical method for 3D quantification of glenoid bone loss

  Alexander Malyshev and Algirdas Noreika

  DOI: 10.1007/978-3-031-36027-5_21

• Artificial Immune Systems Approach for Surface Reconstruction of Shapes with Large Smooth Bumps

  Akemi Galvez-Tomida, Iztok Jr. Fister, Lihua You, Iztok Fister and Andres Iglesias Prieto

  DOI: 10.1007/978-3-031-36027-5_22

• Machine Learning and Data Assimilation for Dynamical Systems

• Clustering-based Identification of Precursors of Extreme Events in Chaotic Systems

  Urszula Gołyska and Nguyen Anh Khoa Doan

  DOI: 10.1007/978-3-031-36027-5_23

• Convolutional autoencoder for the spatiotemporal latent representation of turbulence

  Nguyen Anh Khoa Doan, Alberto Racca and Luca Magri

  DOI: 10.1007/978-3-031-36027-5_24

• Graph neural network potentials for molecular dynamics simulations of water cluster anions

  Alfonso Gijón, Miguel Molina-Solana and Juan Gómez-Romero

  DOI: 10.1007/978-3-031-36027-5_25

• Bayesian optimization of the layout of wind farms with a high-fidelity surrogate model

  Nikolaos Bempedelis and Luca Magri

  DOI: 10.1007/978-3-031-36027-5_26

• An analysis of Universal Differential Equations for data-driven discovery of Ordinary Differential Equations

  Mattia Silvestri, Federico Baldo, Eleonora Misino and Michele Lombardi

  DOI: 10.1007/978-3-031-36027-5_27

• Learning Neural Optimal Interpolation Models and Solvers

  Maxime Beauchamp, Quentin Febvre, Joseph Thompson, Hugo Georgenthum and Ronan Fablet

  DOI: 10.1007/978-3-031-36027-5_28

• Physics-informed long short-term memory for forecasting and reconstruction of chaos

  Elise Özalp, Georgios Margazoglou and Luca Magri

  DOI: 10.1007/978-3-031-36027-5_29

• Rules' Quality Generated by the Classification Method for Independent Data Sources Using Pawlak Conflict Analysis Model

  Małgorzata Przybyła-Kasperek and Katarzyna Kusztal

  DOI: 10.1007/978-3-031-36027-5_30

• Data-driven stability analysis of a chaotic time-delayed system

  Georgios Margazoglou and Luca Magri

  DOI: 10.1007/978-3-031-36027-5_31

• Learning 4DVAR inversion directly from observations

  Arthur Filoche, Dominque Béréziat, Julien Brajard and Anastase Charantonis

  DOI: 10.1007/978-3-031-36027-5_32

• Human-Sensors & Physics aware Machine Learning for Wildfire Detection and Nowcasting

  Jake Lever, Sibo Cheng and Rossella Arcucci

  DOI: 10.1007/978-3-031-36027-5_33

• An efficient ViT-based spatial interpolation learner for field reconstruction

  Hongwei Fan, Sibo Cheng, Audrey De Nazelle and Rossella Arcucci

  DOI: 10.1007/978-3-031-36027-5_34

• A kernel extension of the Ensemble Transform Kalman Filter

  Sophie Mauran, Sandrine Mouysset, Ehouarn Simon and Laurent Bertino

  DOI: 10.1007/978-3-031-36027-5_35

• Fixed-Budget Online Adaptive Learning for Physics-Informed Neural Networks. Towards Parameterized Problem Inference.

  Thi Nguyen Khoa Nguyen, Thibault Dairay, Raphaël Meunier, Christophe Millet and Mathilde Mougeot

  DOI: 10.1007/978-3-031-36027-5_36

• Towards Online Anomaly Detection in Steel Manufacturing Process

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

  DOI: 10.1007/978-3-031-36027-5_37

• MeshFree Methods and Radial Basis Functions in Computational Sciences

• Biharmonic scattered data interpolation based on the Method of Fundamental Solutions

  Csaba Gaspar

  DOI: 10.1007/978-3-031-36027-5_38

• Spatially-varying meshless approximation method for enhanced computational efficiency

  Mitja Jančič, Miha Rot and Gregor Kosec

  DOI: 10.1007/978-3-031-36027-5_39

• Oscillatory behaviour of the RBF-FD approximation accuracy under increasing stencil size

  Andrej Kolar-Požun, Mitja Jančič, Miha Rot and Gregor Kosec

  DOI: 10.1007/978-3-031-36027-5_40

• On the weak formulations of the Multipoint meshless FDM

  Irena Jaworska

  DOI: 10.1007/978-3-031-36027-5_41

• Multiscale Modelling and Simulation

• Convolutional Recurrent Autoencoder for Molecular-Continuum Coupling

  Piet Jarmatz, Sebastian Lerdo and Philipp Neumann

  DOI: 10.1007/978-3-031-36027-5_42

• Developing an Agent-Based Simulation Model to Forecast Flood-Induced Evacuation and Internally Displaced Persons

  Alireza Jahani, Shenen Jess, Diana Suleimenova, Derek Groen and Yani Xue

  DOI: 10.1007/978-3-031-36027-5_43

• Towards a simplified solution of COVID spread in buildings for use in coupled models.

  Lucas Heighington and Derek Groen

  DOI: 10.1007/978-3-031-36027-5_44

• Epistemic and Aleatoric Uncertainty Quantification and Surrogate Modelling in High-Performance Multiscale Plasma Physics Simulations

  Yehor Yudin, David Coster, Udo von Toussaint and Frank Jenko

  DOI: 10.1007/978-3-031-36027-5_45

• Network Models and Analysis: From Foundations to Complex Systems

• Applying reinforcement learning to Ramsey problems

  Tomasz Dzido

  DOI: 10.1007/978-3-031-36027-5_46

• Strengthening structural baselines for graph classification using Local Topological Profile

  Jakub Adamczyk and Wojciech Czech

  DOI: 10.1007/978-3-031-36027-5_47

• Heuristic Modularity Maximization Algorithms for Community Detection Rarely Return an Optimal Partition or Anything Similar

  Samin Aref, Mahdi Mostajabdaveh and Hriday Chheda

  DOI: 10.1007/978-3-031-36027-5_48

• Analyzing the Attitudes of Consumers to Electric Vehicles Using Bayesian Networks

  Karolina Bienias and David Ramsey

  DOI: 10.1007/978-3-031-36027-5_49

• Parallel Triangles and Squares Count for Multigraphs using Vertex Covers

  Luca Cappelletti, Tommaso Fontana, Oded Green and David Bader

  DOI: 10.1007/978-3-031-36027-5_50

• Deep Learning Attention Model For Supervised and Unsupervised Network Community Detection

  Stanislav Sobolevsky

  DOI: 10.1007/978-3-031-36027-5_51

• On filtering the noise in consensual communities

  Antoine Huchet, Jean-Loup Guillaume and Yacine Ghamri-Doudane

  DOI: 10.1007/978-3-031-36027-5_52

• On filtering the noise in consensual communities

  Antoine Huchet, Jean-Loup Guillaume and Yacine Ghamri-Doudane

  DOI: 10.1007/978-3-031-36027-5_52

• Quantum Computing

• Searching B-smooth numbers using quantum annealing: applications to factorization and discrete logarithm problem

  Olgierd Żołnierczyk and Michał Wroński

  DOI: 10.1007/978-3-031-36030-5_1

• Classification of Hybrid Quantum-Classical Computing

  Frank Phillipson, Niels Neumann and Robert Wezeman

  DOI: 10.1007/978-3-031-36030-5_2

• Solving (Max) 3-SAT via Quadratic Unconstrained Binary Optimization

  Jonas Nüßlein, Sebastian Zielinski, Thomas Gabor, Claudia Linnhoff-Popien and Sebastian Feld

  DOI: 10.1007/978-3-031-36030-5_3

• Black Box Optimization Using QUBO and the Cross Entropy Method

  Jonas Nüßlein, Christoph Roch, Thomas Gabor, Jonas Stein, Claudia Linnhoff-Popien and Sebastian Feld

  DOI: 10.1007/978-3-031-36030-5_4

• Sub-Exponential ML algorithm for predicting local ground state properties

  Lauren Preston and Shivshankar

  DOI: 10.1007/978-3-031-36030-5_5

• Quantum Factory Method: A Software Engineering Approach to Deal with Incompatibilities in Quantum Libraries

  Samuel Magaz-Romero, Eduardo Mosqueira-Rey, Diego Alvarez-Estevez and Vicente Moret-Bonillo

  DOI: 10.1007/978-3-031-36030-5_6

• A polynomial size model with implicit SWAP gate counting for exact qubit reordering

  Jesse Mulderij, Karen Aardal, Irina Chiscop and Frank Phillipson

  DOI: 10.1007/978-3-031-36030-5_7

• Translating Constraints into QUBOs for the Quadratic Knapsack Problem

  Tariq Bontekoe, Frank Phillipson and Ward van der Schoot

  DOI: 10.1007/978-3-031-36030-5_8

• Qubit: The Game. Teaching Quantum Computing through a Game-Based Approach

  Daniel Escanez-Exposito, Javier Correa-Marichal and Pino Caballero-Gil

  DOI: 10.1007/978-3-031-36030-5_9

• Software aided approach for constrained optimization based on QAOA modifications

  Tomasz Lamża, Justyna Zawalska, Mariusz Sterzel and Katarzyna Rycerz

  DOI: 10.1007/978-3-031-36030-5_10

• GCS-Q: Quantum Graph Coalition Structure Generation

  Supreeth Mysore Venkatesh, Antonio Macaluso and Matthias Klusch

  DOI: 10.1007/978-3-031-36030-5_11

• Learning QUBO Models for Quantum Annealing: A Constraint-based Approach

  Florian Richoux, Jean-François Baffier and Philippe Codognet

  DOI: 10.1007/978-3-031-36030-5_12

• TAQOS: A Benchmark Protocol for Quantum Optimization Systems

  Valentin Gilbert, Stéphane Louise and Renaud Sirdey

  DOI: 10.1007/978-3-031-36030-5_13

• Enabling Non-Linear Quantum Operations through Variational Quantum Splines

  Matteo Antonio Inajetovic, Filippo Orazi, Antonio Macaluso, Stefano Lodi and Claudio Sartori

  DOI: 10.1007/978-3-031-36030-5_14

• Exploring the Capabilities of Quantum Support Vector Machines for Image Classification on the MNIST Benchmark

  Mateusz Slysz, Krzysztof Kurowski, Grzegorz Waligóra and Jan Węglarz

  DOI: 10.1007/978-3-031-36030-5_15

• Determination of lower bounds of the goal function for a single machine scheduling problem on D-Wave quantum annealer

  Wojciech Bozejko, Jaroslaw Pempera, Mariusz Uchronski and Mieczyslaw Wodecki

  DOI: 10.1007/978-3-031-36030-5_16

• Simulating sparse and shallow Gaussian Boson Sampling

  Zoltán Kolarovszki, Ágoston Kaposi, Tamás Kozsik and Zoltán Zimborás

  DOI: 10.1007/978-3-031-36030-5_17

• Solving Higher Order Binary Optimization Problems on NISQ Devices: Experiments and Limitations

  Valentin Gilbert, Julien Rodriguez, Renaud Sirdey and Stéphane Louise

  DOI: 10.1007/978-3-031-36030-5_18

• Constructing Generalized Unitary Group Designs

  Ágoston Kaposi, Zoltán Kolarovszki, Adrian Solymos, Tamás Kozsik and Zoltán Zimborás

  DOI: 10.1007/978-3-031-36030-5_19

• Multi-objective Quantum-inspired Genetic Algorithm for Supervised Learning of Deep Classification Models

  Jerzy Balicki

  DOI: 10.1007/978-3-031-36030-5_20

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

• Numerical simulation of virus-laden droplets transport from lung to lung by using eighth-generation airway model

  Shohei Kishi, Masashi Yamakawa, Ayato Takii, Tomoaki Watamura, Shinichi Asao, Seiichi Takeuchi and Minsuok Kim

  DOI: 10.1007/978-3-031-36030-5_21

• Constraint energy minimizing generalized multiscale finite element method for highly heterogeneous compressible flow

  Eric Chung, Leonardo Poveda and Shubin Fu

  DOI: 10.1007/978-3-031-36030-5_22

• Numerical simulation of propeller hydrodynamics using the open source software

  Andrey Britov, Andrey Epikhin, Sofya Yarikova, Stepan Elistratov and Qin Zhang

  DOI: 10.1007/978-3-031-36030-5_23

• Numerical simulation of supersonic jet noise using open source software

  Andrey Epikhin and Ivan But

  DOI: 10.1007/978-3-031-36030-5_24

• DNS of thermocapillary migration of a bi-dispersed suspension of droplets

  Néstor Vinicio Balcázar Arciniega, Joaquim Rigola and Assensi Oliva

  DOI: 10.1007/978-3-031-36030-5_25

• Unstructured conservative level-set (UCLS) simulations of film boiling heat transfer

  Néstor Vinicio Balcázar Arciniega, Joaquim Rigola and Assensi Oliva

  DOI: 10.1007/978-3-031-36030-5_26

• Deswelling Dynamics of Chemically-Active Polyelectrolyte Gels

  Bindi Nagda, Jian Du, Owen Lewis and Aaron Fogelson

  DOI: 10.1007/978-3-031-36030-5_27

• Mathematical Modeling and Numerical Simulations for Drug Release from PLGA Micro/Nanoparticles

  Yu Sun, Yan Li and Jiangguo Liu

  DOI: 10.1007/978-3-031-36030-5_28

• Molecular dynamics study of hydrogen dissolution and diffusion in different nonmetallic pipe materials

  Dukui Zheng, Jingfa Li, Bo Yu, Yindi Zhang, Yafan Yang, Dongxu Han and Jianli Li

  DOI: 10.1007/978-3-031-36030-5_29

• Component-wise and unconditionally energy-stable VT flash calculation

  Xiaoyu Feng, Meng-Huo Chen, Yuanqing Wu, Shuyu Sun and Tao Zhang

  DOI: 10.1007/978-3-031-36030-5_30

• Smart Systems: Bringing Together Computer Vision, Sensor Networks and Artificial Intelligence

• Feasibility and performance benefits of directional force fields for the tactical conflict management of UAVs

  Enrique Hernández-Orallo, Jamie Wubben and Carlos Calafate

  DOI: 10.1007/978-3-031-36030-5_31

• Payload Level Graph Attention Network for Web Attack Traffic Detection

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

  DOI: 10.1007/978-3-031-36030-5_32

• Feature importances as a tool for root cause analysis in time-series events

  Michał Kuk, Szymon Bobek, Bruno Veloso, Lala Rajaoarisoa and Grzegorz J. Nalepa

  DOI: 10.1007/978-3-031-36030-5_33

• Smart Head-mount Obstacle Avoidance Wearable for the Vision Impaired

  Peijie Xu, Ron Van Schyndel and Andy Song

  DOI: 10.1007/978-3-031-36030-5_34

• Multimodal Emotion Classification Supported in the Aggregation of Pre-Trained classification models

  Pedro J. S. Cardoso, João M. F. Rodrigues and Rui Novais

  DOI: 10.1007/978-3-031-36030-5_35

• Cyber-physical system supporting the production technology of steel mill products based on ladle furnace tracking and sensor networks

  Piotr Hajder, Andrzej Opaliński, Monika Pernach, Łukasz Sztangret, Krzysztof Regulski, Krzysztof Bzowski, Michał Piwowarczyk and Łukasz Rauch

  DOI: 10.1007/978-3-031-36030-5_36

• SocHAP: a new data driven explainable prediction of battery state of charge

  Théo Heitzmann, Ahmed Samet, Tedjani Mesbahi, Cyrine Soufi, Inès Jorge and Romuald Boné

  DOI: 10.1007/978-3-031-36030-5_37

• ATS: A Fully Automatic Troubleshooting System with Efficient Anomaly Detection and Localization

  Lu Yuan, Yuan Meng, Jiyan Sun, Shangyuan Zhuang, Yinlong Liu, Liru Geng and Weiqing Huang

  DOI: 10.1007/978-3-031-36030-5_38

• Resource consumption of Federated Learning approach applied on edge IoT devices in the AGV environment

  Bohdan Shubyn, Piotr Grzesik, Taras Maksymyuk, Daniel Kostrzewa, Paweł Benecki, Jia-Hao Syu, Jerry Chun-Wei Lin, Vaidy Sunderam and Dariusz Mrozek

  DOI: 10.1007/978-3-031-36030-5_39

• Quantifying Parking Difficulty with Transport and Prediction Models for Travel Mode Choice Modelling

  Maciej Grzenda, Marcin Luckner and Łukasz Brzozowski

  DOI: 10.1007/978-3-031-36030-5_40

• Cloud Native approach to the implementation of an environmental monitoring system for Smart City based on IoT devices

  Mirosław Hajder, Lucyna Hajder, Piotr Hajder and Janusz Kolbusz

  DOI: 10.1007/978-3-031-36030-5_41

• Prediction of casting mechanical parameters based on direct microstructure image analysis using deep neural network and graphite forms classification

  Bartlomiej Sniezynski, Dorota Wilk-Kolodziejczyk, Radosław Łazarz and Krzysztof Jaskowiec

  DOI: 10.1007/978-3-031-36030-5_42

• Breaking the Anti-Malware: EvoAAttack based on Genetic Algorithm against Android Malware Detection Systems

  Hemant Rathore, Praneeth B, Sundaraja Sitharama Iyengar and Sanjay K. Sahay

  DOI: 10.1007/978-3-031-36030-5_43

• Smart Control System for Sustainable Swimming Pools

  Cristiano Cabrita, Jailson Carvalho, Armando Inverno, Jânio Monteiro and Miguel J. Oliveira

  DOI: 10.1007/978-3-031-36030-5_44

• Solving Problems with Uncertainties

• Distributionally-Robust Optimization for Sustainable Exploitation of the Infinite-dimensional Superposition of Affine Processes with an Application to Fish Migration

  Hidekazu Yoshioka, Motoh Tsujimura and Yumi Yoshioka

  DOI: 10.1007/978-3-031-36030-5_45

• Global Sensitivity Analysis using Polynomial Chaos Expansion on the Grassmann Manifold

  Valentina Bazyleva, Victoria Garibay and Debraj Roy

  DOI: 10.1007/978-3-031-36030-5_46

• Fuzzy solutions of boundary problems using interval parametric integral equations system

  Eugeniusz Zieniuk, Marta Czupryna and Andrzej Kuzelewski

  DOI: 10.1007/978-3-031-36030-5_47

• Allocation of Distributed Resources with Group Dependencies and Availability Uncertainties

  Victor Toporkov, Dmitry Yemelyanov and Alexey Tselishchev

  DOI: 10.1007/978-3-031-36030-5_48

• A Bayesian Optimization through Sequential Monte Carlo and Statistical Physics-Inspired Techniques

  Emre Sahin, Anton Lebedev and Thomas Warford

  DOI: 10.1007/978-3-031-36030-5_49

• Creating Models for Predictive Maintenance of Field Equipment in the Oil Industry with Simulation Based Uncertainty Modelling

  Raul Ramirez-Velarde, Laura Hervert-Escobar and Neil Hernandez-Gress

  DOI: 10.1007/978-3-031-36030-5_50

• On the Resolution of Approximation Errors on an Ensemble of Numerical Solutions

  Aleksey Alekseev and Alexander Bondarev

  DOI: 10.1007/978-3-031-36030-5_51

• Semantic Hashing to Remedy Uncertainties in Ontology-Driven Edge Computing

  Konstantin Ryabinin and Svetlana Chuprina

  DOI: 10.1007/978-3-031-36030-5_52

• Ontological Modelling and Social Networks: from expert validation to consolidated domains

  Salvatore Flavio Pileggi

  DOI: 10.1007/978-3-031-36030-5_53

• Teaching Computational Science

• The idea of a student research project as a method of preparing a student for professional and scientific work

  Krzysztof Nowicki, Mariusz Kaczmarek and Pawel Czarnul

  DOI: 10.1007/978-3-031-36030-5_54

• Empirical studies of students behaviour using Scottie-Go block tools to develop problem-solving experience

  Pawel Gepner, Martyna Wybraniak-Kujawa, Jerzy Krawiec, Andrzej Kamiński and Kamil Halbiniak

  DOI: 10.1007/978-3-031-36030-5_55

• Symbolic calculation behind floating-point arithmetic: didactic examples and experiment using CAS

  Włodzimierz Wojas and Jan Krupa

  DOI: 10.1007/978-3-031-36030-5_56

• Code Semantics Learning with Deep Neural Networks: an AI-based Approach for Programming Education

  Md. Mostafizer Rahman, Yutaka Watanobe, Paweł Szmeja, Piotr Sowiński, Marcin Paprzycki and Maria Ganzha

  DOI: 10.1007/978-3-031-36030-5_57

• A Framework for Effective Guided Mnemonic Journeys

  David Iclanzan and Zoltan Katai

  DOI: 10.1007/978-3-031-36030-5_58

• Analysis of outcomes from the gamification of a collaboration intensive course on computer networking basics

  Sławomir Zieliński and Marek Konieczny

  DOI: 10.1007/978-3-031-36030-5_59

• Towards an Earned Value Management Didactic Simulator for Engineering Management Teaching

  Manuel Castañón-Puga, Alfredo Tirado-Ramos, Camilo Khatchikian, Eugenio D. Suarez, Luis Enrique Palafox-Maestre and Carelia Guadalupe Gaxiola-Pacheco

  DOI: 10.1007/978-3-031-36030-5_60