ICCS 2024 Conference Proceedings

The proceedings shown on this page are the camera-ready version of the papers published in LNCS volumes 14832, 14833, 14834, 14835, 14836, 14837 and 14838. To cite these publications, please use the final published version, which is linked to at the bottom of each publication.

• Preface

  Iccs, Leonardo Franco, Clélia de Mulatier, Maciej Paszynski, Valeria Krzhizhanovskaya, Jack Dongarra and Peter Sloot

• ICCS 2024 Main Track Full Papers

• Effects of wind on forward and turning flight of flying cars using computational fluid dynamics

  Taiga Magata, Ayato Takii, Masashi Yamakawa, Yusei Kobayashi, Shinichi Asao and Seiichi Takeuchi

  DOI: 10.1007/978-3-031-63749-0_1

• DP-PINN: A Dual-Phase Training Scheme for Improving the Performance of Physics-Informed Neural Networks

  Da Yan and Ligang He

  DOI: 10.1007/978-3-031-63749-0_2

• Operator entanglement growth quantifies complexity of cellular automata

  Calvin Bakker and Wout Merbis

  DOI: 10.1007/978-3-031-63749-0_3

• HarVI: Real-time intervention planning for coronary artery disease using machine learning

  Cyrus Tanade and Amanda Randles

  DOI: 10.1007/978-3-031-63749-0_4

• Krylov Solvers for Interior Point Methods with Applications in Radiation Therapy and Support Vector Machines

  Felix Liu, Albin Fredriksson and Stefano Markidis

  DOI: 10.1007/978-3-031-63749-0_5

• From Fine-grained to Refined: APT Malware Knowledge Graph Construction and Attribution Analysis Driven by Multi-stage Graph Computation

  Rongqi Jing, Zhengwei Jiang, Qiuyun Wang, Shuwei Wang, Hao Li and Xiao Chen

  DOI: 10.1007/978-3-031-63749-0_6

• Flow Field Analysis in Vortex Ring State using Small Diameter Rotor by Descent Simulation

  Ryuki Mori, Ayato Takii, Masashi Yamakawa, Yusei Kobayashi, Shinichi Asao and Seiichi Takeuchi

  DOI: 10.1007/978-3-031-63749-0_7

• Toward Real-time Solar Content-based Image Retrieval

  Rafal Grycuk, Rafal Scherer, Giorgio De Magistris and Christian Napoli

  DOI: 10.1007/978-3-031-63749-0_8

• Velocity Temporal Shape Affects Simulated Flow in Left Coronary Arteries

  Justen Geddes, Cyrus Tanade, William Ladd, Nusrat Sadia Khan and Amanda Randles

  DOI: 10.1007/978-3-031-63749-0_9

• Simulating, Visualizing and Playing with de Sitter and anti de Sitter spacetime

  Eryk Kopczynski

  DOI: 10.1007/978-3-031-63749-0_10

• Enhancing the realism of wildfire simulation using Composite Bézier curves

  Irene González, Carlos Carrillo, Ana Cortes and Tomas Margalef

  DOI: 10.1007/978-3-031-63749-0_11

• Learning Mesh Geometry Prediction

  Filip Hácha and Libor Váša

  DOI: 10.1007/978-3-031-63749-0_12

• Data-Efficient Knowledge Distillation with Teacher Assistant-Based Dynamic Objective Alignment

  Yangyan Xu, Cong Cao, Fangfang Yuan, Rongxin Mi, Dakui Wang, Yanbing Liu and Majing Su

  DOI: 10.1007/978-3-031-63749-0_13

• MPI4All: Universal Binding Generation for MPI Parallel Programming

  César Piñeiro, Álvaro Vázquez and Juan Carlos Pichel

  DOI: 10.1007/978-3-031-63749-0_14

• Time Series Predictions Based on PCA and LSTM Networks: a Framework for Predicting Brownian Rotary Diffusion of Cellulose Nanofibrils

  Federica Bragone, Kateryna Morozovska, Tomas Rosén, Daniel Söderberg and Stefano Markidis

  DOI: 10.1007/978-3-031-63749-0_15

• Cost-effective Defense Timing Selection for Moving Target Defense in Satellite Computing Systems

  Lin Zhang, Yunchuan Guo, Siyuan Leng, Xiaogang Cao, Fenghua Li and Liang Fang

  DOI: 10.1007/978-3-031-63749-0_16

• Energy- and Resource-Aware Graph-Based Microservices Placement in the Cloud-Fog-Edge Continuum.

  Imane Taleb, Jean-Loup Guillaume and Benjamin Duthil

  DOI: 10.1007/978-3-031-63749-0_17

• Fast and Layout-Oblivious Tensor-Matrix Multiplication with BLAS

  Cem Bassoy

  DOI: 10.1007/978-3-031-63749-0_18

• Interpoint Inception Distance: Gaussian-Free Evaluation of Deep Generative Models

  Dariusz Jajeśniak, Piotr Kościelniak, Przemysław Klocek and Marcin Mazur

  DOI: 10.1007/978-3-031-63749-0_19

• Elliptic-curve factorization and witnesses

  Jacek Pomykała and Olgierd Żołnierczyk

  DOI: 10.1007/978-3-031-63749-0_20

• Data-driven 3D shape completion with product units

  Ziyuan Li, Uwe Jaekel and Babette Dellen

  DOI: 10.1007/978-3-031-63749-0_21

• Optimizing BIT1, a Particle-in-Cell Monte Carlo Code, with OpenMP/OpenACC and GPU Acceleration

  Jeremy Williams, Felix Liu, David Tskhakaya, Stefan Costea, Ales Podolnik and Stefano Markidis

  DOI: 10.1007/978-3-031-63749-0_22

• Brain-Inspired Physics-Informed Neural Networks: Bare-Minimum Neural Architectures for PDE Solvers

  Stefano Markidis

  DOI: 10.1007/978-3-031-63749-0_23

• NeRFlame: Flame-based conditioning of NeRF for 3D face rendering

  Wojciech Zając, Joanna Waczynska, Piotr Borycki, Maciej Zięba, Jacek Tabor and Przemysław Spurek

  DOI: 10.1007/978-3-031-63749-0_24

• Dynamic Growing and Shrinking of Neural Networks with Monte Carlo Tree Search

  Szymon Świderski and Agnieszka Jastrzebska

  DOI: 10.1007/978-3-031-63749-0_25

• Stacking for Probabilistic Short-term Load Forecasting

  Grzegorz Dudek

  DOI: 10.1007/978-3-031-63751-3_1

• Trends in computational science: natural language processing and network analysis of 23 years of ICCS publications

  Lijing Luo, Sergey Kovalchuk, Valeria Krzhizhanovskaya, Maciej Paszynski, Clélia de Mulatier, Jack Dongarra and Peter Sloot

  DOI: 10.1007/978-3-031-63751-3_2

• Target-phrase Zero-shot Stance Detection: Where Do We Stand?

  Dawid Motyka and Maciej Piasecki

  DOI: 10.1007/978-3-031-63751-3_3

• Architectural Modifications to Enhance Steganalysis with Convolutional Neural Networks

  Bartosz Czaplewski and Remigiusz Martyniak

  DOI: 10.1007/978-3-031-63751-3_4

• Rotationally invariant object detection on video using Zernike moments backed with integral images and frame skipping technique

  Aneta Bera, Dariusz Sychel and Przemysław Klęsk

  DOI: 10.1007/978-3-031-63751-3_5

• Reduced Simulations for High-Energy Physics, a Middle Ground for Data-Driven Physics Research

  Uraz Odyurt, Stephen Nicholas Swatman, Ana-Lucia Varbanescu and Sascha Caron

  DOI: 10.1007/978-3-031-63751-3_6

• Modeling 3D Surfaces with a Locally Conditioned Atlas

  Przemysław Spurek, Sebastian Winczowski, Maciej Zięba, Tomasz Trzciński, Kacper Kania and Marcin Mazur

  DOI: 10.1007/978-3-031-63751-3_7

• DAI: How pre-computation speeds up data analysis

  Kira Duwe and Michael Kuhn

  DOI: 10.1007/978-3-031-63751-3_8

• Evolutionary Neural Architecture Search for 2D and 3D Medical Image Classification

  Muhammad Junaid Ali, Laurent Moalic, Mokhtar Essaid and Lhasssane Idoumghar

  DOI: 10.1007/978-3-031-63751-3_9

• Solving multi-connected BVPs with uncertainly defined complex shapes

  Andrzej Kużelewski, Eugeniusz Zieniuk and Marta Czupryna

  DOI: 10.1007/978-3-031-63751-3_10

• XLTU: A Cross-Lingual Model in Temporal Expression Extraction for Uyghur

  Yifei Liang, Lanying Li, Rui Liu, Ahtam Ahmat and Lei Jiang

  DOI: 10.1007/978-3-031-63751-3_11

• From Sound to Map: Predicting Geographic Origin in Traditional Music Works

  Daniel Kostrzewa and Paweł Grabczyński

  DOI: 10.1007/978-3-031-63751-3_12

• A Novel Multi-Criteria Temporal Decision Support Method - Sustainability Evaluation Case Study

  Aleksandra Bączkiewicz, Jarosław Wątróbski and Artur Karczmarczyk

  DOI: 10.1007/978-3-031-63751-3_13

• Modeling Tsunami Waves at the Coastline of Valparaiso Area of Chile with Physics Informed Neural Networks

  Alicja Niewiadomska, Paweł Maczuga, Albert Oliver Serra, Leszek Siwik, Paulina Sepulveda, Anna Paszynska, Maciej Paszynski and Keshav Pingali

  DOI: 10.1007/978-3-031-63751-3_14

• Automated Discovery of Concurrent Models of Decision-Making Systems from Data

  Zbigniew Suraj, Piotr Grochowalski and Pawel Drygas

  DOI: 10.1007/978-3-031-63751-3_15

• Simulation Model for Application of the SDN Concept in IMS/NGN Network Transport Stratum

  Sylwester Kaczmarek, Maciej Sac and Jakub Adrych

  DOI: 10.1007/978-3-031-63751-3_16

• Cascade training as a tree search with Dijkstra's algorithm

  Dariusz Sychel, Aneta Bera and Przemysław Klęsk

  DOI: 10.1007/978-3-031-63751-3_17

• Optimizing Prescribed Burn Risk Management: A Computational and Economic Modeling Approach Using QUIC FIRE Simulations

  Yeshvant Matey, Raymond de Callafon and Ilkay Altintas

  DOI: 10.1007/978-3-031-63751-3_18

• SESP-SPOTIS: advancing stochastic approach for re-identifying MCDA models

  Bartłomiej Kizielewicz, Jakub Więckowski and Wojciech Sałabun

  DOI: 10.1007/978-3-031-63751-3_19

• BiWeighted Regular Grid Graphs - A New Class of Graphs for Which Graph Spectral Clustering is Applicable in Analytical Form

  Mieczysław Kłopotek, Slawomir T. Wierzchon, Bartłomiej Starosta, Dariusz Czerski and Piotr Borkowski

  DOI: 10.1007/978-3-031-63751-3_20

• Semi-supervised Malicious Domain Detection Based on Meta Pseudo Labeling

  Yi Gao, Fangfang Yuan, Jinglin Yang, Dakui Wang, Cong Cao and Yanbing Liu

  DOI: 10.1007/978-3-031-63751-3_21

• Elimination of Computing Singular Surface Integrals in the PIES Method through Regularization for Three-Dimensional Potential Problems

  Krzysztof Szerszen and Eugeniusz Zieniuk

  DOI: 10.1007/978-3-031-63751-3_22

• Application of Neural Graphics Primitives Models for 3D Representation of Devastation Caused by Russian Aggression in Ukraine

  Illia Oholtsov, Yurii Gordienko, Mariia Ladonia, Sergii Telenyk, Grzegorz Nowakowski and Sergii Stirenko

  DOI: 10.1007/978-3-031-63751-3_23

• GPU-Accelerated FDTD Solver for Electromagnetic Differential Equations

  Mohammadreza Hoseinyfarahabady and Albert Zomaya

  DOI: 10.1007/978-3-031-63751-3_24

• Computational aspects of homogeneous approximations of nonlinear systems

  Marcin Korzeń, Grigory Sklyar, Svetlana Ignatovich and Jarosław Woźniak

  DOI: 10.1007/978-3-031-63751-3_25

• An Asymptotic Parallel Linear Solver and Its Application to Direct Numerical Simulation for Compressible Turbulence

  Mitsuo Yokokawa, Taiki Matsumoto, Ryo Takegami, Yukiya Sugiura, Naoki Watanabe, Yoshiki Sakurai, Takashi Ishihara, Kazuhiko Komatsu and Hiroaki Kobayashi

  DOI: 10.1007/978-3-031-63751-3_26

• ICCS 2024 Main Track Short Papers

• Multitaper-Based Post-Processing of Compact Antenna Responses Obtained in Non-Anechoic Conditions

  Mariusz Dzwonkowski, Adrian Bekasiewicz and Slawomir Koziel

  DOI: 10.1007/978-3-031-63759-9_1

• Specification-Oriented Automatic Design of Topologically Agnostic Antenna Structure

  Adrian Bekasiewicz, Mariusz Dzwonkowski, Tom Dhaene and Ivo Couckuyt

  DOI: 10.1007/978-3-031-63759-9_2

• Accurate Post-Processing of Spatially-Separated Antenna Measurements Realized in Non-Anechoic Environments

  Adrian Bekasiewicz, Vorya Waladi, Tom Dhaene and Bartosz Czaplewski

  DOI: 10.1007/978-3-031-63759-9_3

• TR-Based Antenna Design with Forward FD: the Effects of Step Size on the Optimization Performance

  Adrian Bekasiewicz, Slawomir Koziel, Tom Dhaene and Marcin Narloch

  DOI: 10.1007/978-3-031-63759-9_4

• Miniaturization-Oriented Design of Spline-Parameterized UWB Antenna for In-Door Positioning Applications

  Adrian Bekasiewicz, Tom Dhaene, Ivo Couckuyt and Jacek Litka

  DOI: 10.1007/978-3-031-63759-9_5

• Beneath the Facade of IP Leasing: Graph-Based Approach for Identifying Malicious IP Blocks

  Zhenni Liu, Yong Sun, Zhao Li, Jiangyi Yin and Qingyun Liu

  DOI: 10.1007/978-3-031-63759-9_6

• A New Highly Efficient Preprocessing Algorithm for Convex Hull, Maximum Distance and Minimal Bounding Circle in E2: Efficiency Analysis

  Vaclav Skala

  DOI: 10.1007/978-3-031-63759-9_7

• Strategic Promotional Campaigns for Sustainable Behaviors: Maximizing Influence in Competitive Complex Contagions

  Arkadiusz Lipiecki

  DOI: 10.1007/978-3-031-63759-9_8

• Inference algorithm for knowledge bases with rule cluster structure

  Agnieszka Nowak-Brzezinska and Igor Gaibei

  DOI: 10.1007/978-3-031-63759-9_9

• Towards a Framework for Multimodal Creativity States Detection from Emotion, Arousal, and Valence

  Sepideh Kalatehseifari, Sanaz Nikghadam Hojjati and Jose Barata

  DOI: 10.1007/978-3-031-63759-9_10

• Coupling PIES and PINN for Solving Two-Dimensional Boundary Value Problems via Domain Decomposition

  Krzysztof Szerszen and Eugeniusz Zieniuk

  DOI: 10.1007/978-3-031-63759-9_11

• Energy Efficiency of Multithreaded WZ Factorization with the use of OpenMP and OpenACC on CPU and GPU

  Jaroslaw Bylina and Beata Bylina

  DOI: 10.1007/978-3-031-63759-9_12

• PGAS Data Structure for Unbalanced Tree-Based Algorithms at Scale

  Guillaume Helbecque, Tiago Carneiro, Nouredine Melab, Jan Gmys and Pascal Bouvry

  DOI: 10.1007/978-3-031-63759-9_13

• Assessing the Stability of Text-to-Text Models for Keyword Generation Tasks

  Tomasz Walkowiak

  DOI: 10.1007/978-3-031-63759-9_14

• A Dictionary-Based with Stacked Ensemble Learning to Time Series Classification

  Rauzan Sumara, Wladyslaw Homenda, Witold Pedrycz and Fusheng Yu

  DOI: 10.1007/978-3-031-63759-9_15

• Agent Based Simulation as an effective way for HPC I/O system tuning

  Diego Encinas, Marcelo Naiouf, Armando De Giusti, Román Bond, Sandra Méndez, Dolores Rexachs and Emilio Luque

  DOI: 10.1007/978-3-031-63759-9_16

• A "Virtual Clinical Trial" for evaluation of intelligent monitoring of exacerbation level for COPD patients

  Mohsen Hallaj, Alvaro Wong, Francisco Epelde, Manel Taboada, Dolores Rexachs and Emilio Luque

  DOI: 10.1007/978-3-031-63759-9_17

• Computational modelling of complex multiphase behavior of environmentally-friendly materials for sustainable technological solutions

  Akshayveer Akshayveer, Federico Buroni, Roderick Melnik, Luis Rodriguez-Tembleque and Andres Saez

  DOI: 10.1007/978-3-031-63759-9_18

• Sustainability in the Digital Age: Assessing the Carbon Footprint of E-Commerce Platforms

  Adam Wasilewski and Grzegorz Kołaczek

  DOI: 10.1007/978-3-031-63759-9_19

• Evaluating R-CNN and YOLO V8 for Megalithic Monument Detection in Satellite Images

  Ariele Camara, Ana Maria de Almeida, João Oliveira and Daniel Marçal

  DOI: 10.1007/978-3-031-63759-9_20

• How to facilitate hybrid model development by rebuilding the demographic simulation model

  Jacek Zabawa

  DOI: 10.1007/978-3-031-63759-9_21

• PCA dimensionality reduction for categorical data

  Aleksander Denisiuk

  DOI: 10.1007/978-3-031-63759-9_22

• EsmTemp - Transfer Learning Approach for Predicting Protein Thermostability

  Adam Sułek, Jakub Jończyk, Patryk Orzechowski, Ahmed A. Hamed and Marek Wodziński

  DOI: 10.1007/978-3-031-63759-9_23

• CrimeSeen: An Interactive Visualization Environment for Scenario Testing on Criminal Cocaine Networks

  Frederike Oetker, Liza Roelofsen, Rob Belleman and Rick Quax

  DOI: 10.1007/978-3-031-63759-9_24

• Automatic kernel construction during the neural network learning by modified fast singular value decomposition

  Norbert Jankowski and Grzegorz Dudek

  DOI: 10.1007/978-3-031-63759-9_25

• Multivariate Time Series Modelling with Neural SDE driven by Jump Diffusion

  Kirill Zakharov

  DOI: 10.1007/978-3-031-63759-9_26

• S3LLM: Large-Scale Scientific Software Understanding with LLMs using Source, Metadata, and Document

  Kareem Shaik, Dali Wang, Weijian Zheng, Qinglei Cao, Heng Fan, Peter Schwartz and Yunhe Feng

  DOI: 10.1007/978-3-031-63759-9_27

• A Novel Iterative Decoding for Iterated Codes Using Classical and Convolutional Neural Networks

  Bartosz Czaplewski and Marek Blok

  DOI: 10.1007/978-3-031-63759-9_28

• Towards a generation of Digital Twins in Healthcare of Ischaemic and Haemorrhagic Stroke

  Alfons Hoekstra and Henk Marquering

  DOI: 10.1007/978-3-031-63759-9_29

• A working week simulation approach to forecast personal well-being

  Derek Groen, Shivank Khullar, Moqi Groen-Xu and Rumyana Neykova

  DOI: 10.1007/978-3-031-63759-9_30

• Low-ordered Orthogonal Voxel Finite Element with INT8 Tensor Cores for GPU-based Explicit Elastic Wave Propagation Analysis

  Tsuyoshi Ichimura, Kohei Fujita, Muneo Hori and Lalith Maddegedara

  DOI: 10.1007/978-3-031-63759-9_31

• Development of an Estimation Method for the Seismic Motion Reproducibility of a Three-dimensional Ground Structure Model by combining Surface-observed Seismic Motion and Three-dimensional Seismic Motion Analysis

  Tsuyoshi Ichimura, Kohei Fujita, Ryota Kusakabe, Hiroyuki Fujiwara, Muneo Hori and Lalith Maddegedara

  DOI: 10.1007/978-3-031-63759-9_32

• Numerical Studies on Coupled Stokes-Transport Systems for Mantle Convection

  Ponsuganth Ilangovan, Eugenio D'Ascoli, Nils Kohl and Marcus Mohr

  DOI: 10.1007/978-3-031-63759-9_33

• The Research Repository for Data and Diagnostics (R2D2): An Online Database Software System for High Performance Computing and Cloud-based Satellite Data Assimilation Workflows

  Eric Lingerfelt, Tariq Hamzey, Maryam Abdi-Oskouei, Jérôme Barré, Fábio Diniz, Clémentine Gas, Ashley Griffin, Dominikus Heinzeller, Stephen Herbener, Evan Parker, Benjamin Ruston, Christian Sampson, Travis Sluka, Kristin Smith and Yannick Trémolet

  DOI: 10.1007/978-3-031-63759-9_34

• Robustness and Accuracy in Pipelined Biconjugate Gradient Stabilized Method: A Comparative Study

  Roman Iakymchuk, Mykhailo Havdiak and Jose I. Aliaga

  DOI: 10.1007/978-3-031-63759-9_35

• Artificial Intelligence and High-Performance Computing for Advanced Simulations

• Investigating Guiding Information for Adaptive Collocation Point Sampling in PINNs

  Jose Ignacio Lopez Florido, He Wang, Amirul Khan and Peter Jimack

  DOI: 10.1007/978-3-031-63759-9_36

• Estimating soil hydraulic parameters for unsaturated flow using Physics-Informed Neural Networks

  Sai Karthikeya Vemuri, Tim Büchner and Joachim Denzler

  DOI: 10.1007/978-3-031-63759-9_37

• Accelerating training of Physics Informed Neural Network for 1D PDEs with Hierarchical Matrices

  Mateusz Dobija, Anna Paszynska, Carlos Uriarte and Maciej Paszynski

  DOI: 10.1007/978-3-031-63759-9_38

• On the Training Efficiency of Shallow Architectures for Physics Informed Neural Networks

  Rishi J, Azhar Gafoor, Sumanth Kumar and Deepak Subramani

  DOI: 10.1007/978-3-031-63759-9_39

• Generative modeling of Sparse Approximate Inverse Preconditioners

  Mou Li, He Wang and Peter Jimack

  DOI: 10.1007/978-3-031-63759-9_40

• Solving Sparse Linear Systems on Large Unstructured Grids with Graph Neural Networks: Application to solve the Poisson's equation in Hall-Effect Thrusters simulations

  Gabriel Vigot, Bénédicte Cuenot and Olivier Vermorel

  DOI: 10.1007/978-3-031-63759-9_41

• Solving Coverage Problem by Self-organizing Wireless Sensor Networks: (ϵ,h)-Learning Automata Collective Behavior Approach

  Franciszek Seredynski, Miroslaw Szaban, Jaroslaw Skaruz, Piotr Switalski and Michal Seredynski

  DOI: 10.1007/978-3-031-63759-9_42

• Enhancing a Hierarchical Evolutionary Strategy Using the Nearest-Better Clustering

  Hubert Guzowski, Maciej Smołka and Libor Pekař

  DOI: 10.1007/978-3-031-63759-9_43

• Local Attention Augmentation for Chinese Spelling Correction

  Shuo Wang, Chaodong Tong, Kun Peng and Lei Jiang

  DOI: 10.1007/978-3-031-63759-9_44

• Fast simulations in augmented reality

  Mateusz Ksyta, Wojciech Kordylewski, Marcin Łoś, Piotr Gurgul, Maciej Sikora and Maciej Paszynski

  DOI: 10.1007/978-3-031-63759-9_45

• Towards efficient deep autoencoders for multivariate time series anomaly detection

  Marcin Pietroń, Dominik Żurek, Kamil Faber and Roberto Corizzo

  DOI: 10.1007/978-3-031-63759-9_46

• Active learning on ensemble machine-learning model to retrofit buildings under seismic mainshock-aftershock sequence

  Neda Asgarkhani, Farzin Kazemi and Robert Jankowski

  DOI: 10.1007/978-3-031-63759-9_47

• Kernel-based learning with guarantees for multi-agent applications

  Krzysztof Kowalczyk, Paweł Wachel and Cristian R. Rojas

  DOI: 10.1007/978-3-031-63759-9_48

• Biomedical and Bioinformatics Challenges for Computer Science

• Exploiting medical-expert knowledge via a novel memetic algorithm for the inference of gene regulatory networks

  Adrián Segura Ortiz, José Manuel García Nieto and José Francisco Aldana Montes

  DOI: 10.1007/978-3-031-63772-8_1

• Human sex recognition based on dimensionality and uncertainty of gait motion capture data

  Adam Świtoński and Henryk Joinski

  DOI: 10.1007/978-3-031-63772-8_2

• A Multi-Domain Multi-Task Approach for Feature Selection from Bulk RNA Datasets

  Karim Salta, Michael Kirby and Tomojit Ghosh

  DOI: 10.1007/978-3-031-63772-8_3

• Neural Dynamics in Parkinson's Disease: Integrating Machine Learning and Stochastic Modelling with Connectomic data

  Hina Shaheen and Roderick Melnik

  DOI: 10.1007/978-3-031-63772-8_4

• Investigation of Energy-efficient AI Model Architectures and Compression Techniques for "Green" Fetal Brain Segmentation

  Szymon Mazurek, Monika Pytlarz, Sylwia Malec and Alessandro Crimi

  DOI: 10.1007/978-3-031-63772-8_5

• Negation detection in medical texts

  Maria Chiara Martinis, Chiara Zucco and Mario Cannataro

  DOI: 10.1007/978-3-031-63772-8_6

• EnsembleFS: an R toolkit and a web-based tool for a filter ensemble feature selection of molecular omics data

  Aneta Polewko-Klim, Paweł Grablis and Witold Rudnicki

  DOI: 10.1007/978-3-031-63772-8_7

• A method for inferring candidate Disease-Disease Associations

  Pietro Cinaglia and Marianna Milano

  DOI: 10.1007/978-3-031-63772-8_8

• Network Model with Application to Allergy Diseases

  Konrad Furmańczyk, Wojciech Niemiro, Mariola Chrzanowska and Marta Zalewska

  DOI: 10.1007/978-3-031-63772-8_9

• TM-MSAligner: a tool for multiple sequence alignment of transmembrane proteins

  Joel Cedeño-Muñoz, Cristian Zambrano-Vega and Antonio J. Nebro

  DOI: 10.1007/978-3-031-63772-8_10

• Determining mouse behavior based on brain neuron activity data

  Anastasia Vodeneeva, Iosif Meyerov, Yury Rodimkov, Mikhail Ivanchenko, Vladimir Sotskov, Mikhail Krivonosov and Konstantin Anokhin

  DOI: 10.1007/978-3-031-63772-8_11

• Fact-Checking Generative AI: Ontology-Driven Biological Graphs for Disease-Gene Link Verification

  Ahmed Abdeen Hamed, Alessandro Crimi, Byung Suk Lee and Magdalena M. Misiak

  DOI: 10.1007/978-3-031-63772-8_12

• Identification of domain phases in selected lipid membrane compositions

  Mateusz Rzycki, Karolina Wasyluk and Dominik Drabik

  DOI: 10.1007/978-3-031-63772-8_13

• MonoWeb: cardiac electrophysiology web simulator

  Lucas Marins Ramalho de Lima, Rafael Rocha Ribeiro, Lucas Arantes Berg, Bernardo Martins Rocha, Rafael Sachetto Oliveira, Rodrigo Weber dos Santos and Joventino de Oliveira Campos

  DOI: 10.1007/978-3-031-63772-8_14

• Enhancing Breast Cancer Diagnosis: a CNN-based Approach for Medical Image Segmentation and Classification

  Shoffan Saifullah and Rafal Drezewski

  DOI: 10.1007/978-3-031-63772-8_15

• Integration of Self-Supervised BYOL in Semi-Supervised Medical Image Recognition

  Hao Feng, Yuanzhe Jia, Ruijia Xu, Mukesh Prasad, Ali Anaissi and Ali Braytee

  DOI: 10.1007/978-3-031-63772-8_16

• Computational Health

• Local sensitivity analysis of a closed-loop in silico model of the human baroregulation.

  Karolina Tlalka, Harry Saxton, Ian Halliday, Xu Xu, Daniel Taylor, Andrew Narracott and Maciej Malawski

  DOI: 10.1007/978-3-031-63772-8_17

• Healthcare Resilience Evaluation Using Novel Multi-Criteria Method

  Jarosław Wątróbski, Aleksandra Bączkiewicz and Iga Rudawska

  DOI: 10.1007/978-3-031-63772-8_18

• Plasma-assisted air cleaning decreases COVID-19 infections in a primary school: Modelling and experimental data

  Tika van Bennekum, Marie Colin, Valeria Krzhizhanovskaya and Daniel Bonn

  DOI: 10.1007/978-3-031-63772-8_19

• Modelling Information Perceiving within Clinical Decision Support using Inverse Reinforcement Learning

  Ashish Tara Shivakumar Ireddy and Sergey Valerievich Kovalchuk

  DOI: 10.1007/978-3-031-63772-8_20

• Modelling of practice sharing in complex distributed healthcare system

  Chao Li, Olga Petruchik, Elizaveta Grishanina and Sergey Kovalchuk

  DOI: 10.1007/978-3-031-63772-8_21

• Simulation and Detection of Healthcare Fraud in German Inpatient Claims Data

  Bernhard Schrupp, Kai Klede, René Raab and Björn Eskofier

  DOI: 10.1007/978-3-031-63772-8_22

• The Past Helps The Future: Coupling Differential Equations with Machine Learning Methods to Model Epidemic Outbreaks

  Yulia Abramova and Vasiliy Leonenko

  DOI: 10.1007/978-3-031-63772-8_23

• Combining Convolution and Involution for the Early Prediction of Chronic Kidney Disease

  Hadrien Salem, Sarah Ben Othman, Marc Broucqsault and Slim Hammadi

  DOI: 10.1007/978-3-031-63772-8_24

• Segmentation of Cytology Images to Detect Cervical Cancer Using Deep Learning Techniques

  Betelhem Wubineh, Andrzej Rusiecki and Krzysztof Halawa

  DOI: 10.1007/978-3-031-63772-8_25

• Federated Learning on Transcriptomic Data: Model Quality and Performance Trade-offs

  Anika Hannemann, Jan Ewald, Leo Seeger and Erik Buchmann

  DOI: 10.1007/978-3-031-63772-8_26

• Visual Explanations and Perturbation-Based Fidelity Metrics for Feature-Based Models

  Maciej Mozolewski, Szymon Bobek and Grzegorz J. Nalepa

  DOI: 10.1007/978-3-031-63772-8_27

• Understanding Survival Models through Counterfactual Explanations

  Abdallah Alabdallah, Jakub Jakubowski, Sepideh Pashami, Szymon Bobek, Mattias Ohlsson, Thorsteinn Rognvaldsson and Grzegorz J. Nalepa

  DOI: 10.1007/978-3-031-63772-8_28

• Large Language Models for Binary Health-Related Question Answering: A Zero- and Few-Shot Evaluation

  Marcos Fernández Pichel, David Losada and Juan C. Pichel

  DOI: 10.1007/978-3-031-63772-8_29

• Brain Tumor Segmentation Using Ensemble CNN-Transfer Learning Models: DeepLabV3plus and ResNet50 Approach

  Shoffan Saifullah and Rafal Drezewski

  DOI: 10.1007/978-3-031-63772-8_30

• Focal-based Deep Learning model for automatic arrhythmia diagnosis

  Abir Boulif, Bouchra Ananou, Mustapha Ouladsine and Stéphane Delliaux

  DOI: 10.1007/978-3-031-63772-8_31

• Graph-Based Data Representation and Prediction in Medical Domain Tasks Using Graph Neural Networks

  Sofiia Vdovkina, Ilya Derevitskii, Levon Abramyan and Aleksandra Vatian

  DOI: 10.1007/978-3-031-63772-8_32

• Global induction of oblique survival trees

  Malgorzata Kretowska and Marek Kretowski

  DOI: 10.1007/978-3-031-63772-8_33

• Development of a VTE prediction model based on automatically selected features in glioma patients

  Sergei Leontev, Maria Simakova, Vitaly Lukinov, Konstantin Pishchulov, Levon Abramyan, Ilia Derevitskii and Alexandra Vatian

  DOI: 10.1007/978-3-031-63772-8_34

• Computational Optimization, Modelling and Simulation

• Cost-Efficient Multi-Objective Design of Miniaturized Microwave Circuits Using Machine Learning and Artificial Neural Networks

  Slawomir Koziel, Anna Pietrenko-Dabrowska and Leifur Leifsson

  DOI: 10.1007/978-3-031-63775-9_1

• Expedited Machine-Learning-Based Global Design Optimization of Antenna Systems Using Response Features and Multi-Fidelity EM Analysis

  Anna Pietrenko-Dabrowska, Slawomir Koziel and Leifur Leifsson

  DOI: 10.1007/978-3-031-63775-9_2

• Exploring Apple Silicon's Potential from Simulation and Optimization Perspective

  Karol Struniawski, Aleksandra Konopka and Ryszard Kozera

  DOI: 10.1007/978-3-031-63775-9_3

• Deep Neural Network for Constraint Acquisition through Tailored Loss Function

  Eduardo Vyhmeister, Rocio Paez and Gabriel G. Castane

  DOI: 10.1007/978-3-031-63775-9_4

• Efficient Search Algorithms for the Restricted Longest Common Subsequence Problem

  Marko Djukanović, Aleksandar Kartelj, Tome Eftimov, Jaume Reixach and Christian Blum

  DOI: 10.1007/978-3-031-63775-9_5

• Adaptive Hyperparameter Tuning within Neural Network-based Efficient Global Optimization

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

  DOI: 10.1007/978-3-031-63775-9_6

• Hypergraph Clustering With Path-Length Awareness

  Julien Rodriguez, Francois Galea, François Pellegrini and Lilia Zaourar

  DOI: 10.1007/978-3-031-63775-9_7

• Adaptive Sampling for Non-intrusive Reduced Order Models Using Multi-Task Variance

  Abhijnan Dikshit, Leifur Leifsson, Slawomir Koziel and Anna Pietrenko-Dabrowska

  DOI: 10.1007/978-3-031-63775-9_8

• GraphMesh: Geometrically Generalized Mesh Refinement using GNNs

  Ainulla Khan, Moyuru Yamada, Abhishek Chikane and Manohar Kaul

  DOI: 10.1007/978-3-031-63775-9_9

• Gradient method for solving singular optimal control problems

  Mariusz Bodzioch

  DOI: 10.1007/978-3-031-63775-9_10

• Multiobjective Optimization of Complete Coverage and Path Planning

  Krzysztof Trojanowski, Artur Mikitiuk, Jakub Grzeszczak and Frederic Guinand

  DOI: 10.1007/978-3-031-63775-9_11

• Single-Scattering and Multi-Scattering in Real-time Volumetric Rendering of Clouds

  Mikołaj Bajkowski and Dominik Szajerman

  DOI: 10.1007/978-3-031-63775-9_12

• Modeling the Dynamics of a Multi-Planetary System with Anisotropic Mass Variation

  Alexander Prokopenya, Mukhtar Minglibayev and Aiken Kosherbayeva

  DOI: 10.1007/978-3-031-63775-9_13

• Best of both worlds: solving the Cyclic Bandwidth problem by combining pre-existing knowledge and Constraint Programming techniques

  Guillaume Fertin, Eric Monfroy and Claudia Vasconcellos-Gaete

  DOI: 10.1007/978-3-031-63775-9_14

• A novel bandwidth occupancy forecasting method for optical networks

  Pawel Krysztofik, Bartłomiej Grzelak, Piotr Sliwka, Slawomir Sujecki and Stanislaw Kozdrowski

  DOI: 10.1007/978-3-031-63775-9_15

• Automatic Gradient Estimation for Calibrating Crowd Models with Discrete Decision Making

  Philipp Andelfinger and Justin N. Kreikemeyer

  DOI: 10.1007/978-3-031-63775-9_16

• Parameter Tuning of the Firefly Algorithm by Standard Monte Carlo and Quasi-Monte Carlo Methods

  Geethu Joy, Christian Huyck and Xin-She Yang

  DOI: 10.1007/978-3-031-63775-9_17

• Generative AI and Large Language Models (LLMs) in Advancing Computational Medicine

• Quantifying Similarity: Text-Mining Approaches to Evaluate ChatGPT and Google Bard Content in Relation to BioMedical Literature

  Jakub Klimczak and Ahmed Abdeen Hamed

  DOI: 10.1007/978-3-031-63775-9_18

• ClinLinker: Medical Entity Linking of Clinical Concept Mentions in Spanish

  Fernando Gallego, Guillermo López-García, Luis Gasco-Sanchez, Martin Krallinger and Francisco J Veredas

  DOI: 10.1007/978-3-031-63775-9_19

• Stylometric Analysis of Large Language Model-Generated Commentaries in the context of Medical Neuroscience

  Jan K. Argasiński, Iwona Grabska-Gradzińska, Karol Przystalski, Jeremi K. Ochab and Tomasz Walkowiak

  DOI: 10.1007/978-3-031-63775-9_20

• Machine Learning and Data Assimilation for Dynamical Systems

• Explainable hybrid semi-parametric model for prediction of power generated by wind turbines

  Alfonso Gijón, Simone Eiraudo, Antonio Manjavacas, Lorenzo Bottaccioli, Andrea Lanzini, Miguel Molina-Solana and Juan Gómez-Romero

  DOI: 10.1007/978-3-031-63775-9_21

• State estimation of partially unknown dynamical systems with a Deep Kalman Filter

  Erik Chinellato and Fabio Marcuzzi

  DOI: 10.1007/978-3-031-63775-9_22

• Neural Network as Transformation Function in Data Assimilation

  Kun Wang, Matthew D. Piggott, Yanghua Wang and Rossella Arcucci

  DOI: 10.1007/978-3-031-63775-9_23

• Assessment of Explainable Anomaly Detection for Monitoring of Cold Rolling Process

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

  DOI: 10.1007/978-3-031-63775-9_24

• Adjoint Sensitivities of Chaotic Flows without Adjoint Solvers: A Data-Driven Approach

  Defne Ege Ozan and Luca Magri

  DOI: 10.1007/978-3-031-63775-9_25

• A Perspective on the Ubiquity of Interaction Streams in Human Realm

  Damian Serwata, Mateusz Nurek and Radosław Michalski

  DOI: 10.1007/978-3-031-63775-9_26

• Machine Learning Workflows in the Computing Continuum for Environmental Monitoring

  Alessio Catalfamo, Atakan Aral, Ivona Brandic, Ewa Deelman and Massimo Villari

  DOI: 10.1007/978-3-031-63775-9_27

• Evaluating the impact of atmospheric CO2 emissions via super resolution of remote sensing data

  Andrianirina Rakotoharisoa, Rossella Arcucci and Simone Cenci

  DOI: 10.1007/978-3-031-63775-9_28

• Multiscale Modelling and Simulation

• Integrated Multi-scale Model of Thermal Conductivity for Expanded Perlite Powder Vacuum Insulation Panels

  Ziyan Fu, Jorge Corker and Mizi Fan

  DOI: 10.1007/978-3-031-63775-9_29

• The lattice-Boltzmann-based large eddy simulations for the stenosis of the aorta

  Xiao Xue, Jon McCullough, Sharp Lo, Ioannis Zacharoudiou, Bálint Joó and Peter Coveney

  DOI: 10.1007/978-3-031-63775-9_30

• A Conceptual Approach to Agent-Based Modelling of Coping Mechanisms in Climate-Driven Flooding in Bangladesh

  Laura Harbach, Derek Groen, Alireza Jahani, Diana Suleimenova, Maziar Ghorbani and Yani Xue

  DOI: 10.1007/978-3-031-63775-9_31

• Advancing Organizational Performance: A Strategic Framework to Multiscale Modeling and Simulation

  Armin Kashefi and Faris Alwzinani

  DOI: 10.1007/978-3-031-63775-9_32

• Network Models and Analysis: From Foundations to Artificial Intelligence

• Representation learning in multiplex graphs: Where and how to fuse information?

  Piotr Bielak and Tomasz Kajdanowicz

  DOI: 10.1007/978-3-031-63778-0_1

• Data augmentation to improve molecular subtype prognosis prediction in breast cancer

  Leonardo Franco, Francisco J. Moreno Barea, José M. Jerez, Nuria Ribelles and Emilio Alba

  DOI: 10.1007/978-3-031-63778-0_2

• Threshold Optimization in Constructing Comparative Network Models: A Case Study on Enhancing Laparoscopic Surgical Skill Assessment with Edge Betweenness

  Saiteja Malisetty, Elham Rastegari, Ka-Chun Siu and Hesham Ali

  DOI: 10.1007/978-3-031-63778-0_3

• Graph Vertex Embeddings: Distance, Regularization and Community Detection

  Radosław Nowak, Adam Małkowski, Daniel Cieślak, Piotr Sokół and Paweł Wawrzyński

  DOI: 10.1007/978-3-031-63778-0_4

• A Robust Network Model for Studying Microbiomes in Precision Agriculture Applications

  Suyeon Kim, Ishwor Thapa and Hesham Ali

  DOI: 10.1007/978-3-031-63778-0_5

• A graph-theory based fMRI analysis

  Luca Barillaro, Marianna Milano, Maria Eugenia Caligiuri, Jelle R. Dalenberg, Giuseppe Agapito, Michael Biehl and Mario Cannataro

  DOI: 10.1007/978-3-031-63778-0_6

• A pipeline for the Analysis of Multilayer Brain Networks

  Ilaria Lazzaro, Marianna Milano and Mario Cannataro

  DOI: 10.1007/978-3-031-63778-0_7

• Numerical Algorithms and Computer Arithmetic for Computational Science

• Modified CORDIC Algorithm for Givens Rotator

  Paweł Poczekajło, Leonid Moroz, Ewa Deelman and Pawel Gepner

  DOI: 10.1007/978-3-031-63778-0_8

• Numerical precision errors in hyperbolic geometry

  Dorota Celińska-Kopczyńska and Eryk Kopczynski

  DOI: 10.1007/978-3-031-63778-0_9

• A Numerical Feed-Forward scheme for the Augmented Kalman Filter

  Fabio Marcuzzi

  DOI: 10.1007/978-3-031-63778-0_10

• Calculation of the Sigmoid Activation Function in FPGA Using Rational Fractions

  Anatoliy Sergiyenko, Pavlo Serhiienko, Sergii Telenyk and Grzegorz Nowakowski

  DOI: 10.1007/978-3-031-63778-0_11

• Parallel Vectorized Algorithms for Computing Trigonometric Sums Using AVX-512 Extensions

  Przemyslaw Stpiczynski

  DOI: 10.1007/978-3-031-63778-0_12

• File I/O Cache Performance of Supercomputer Fugaku Using an Out-of-core Direct Numerical Simulation Code of Turbulence

  Yuto Hatanaka, Yuki Yamane, Kenta Yamaguchi, Takashi Soga, Akihiro Musa, Takashi Ishihara, Atsuya Uno, Kazuhiko Komatsu, Hiroaki Kobayashi and Mitsuo Yokokawa

  DOI: 10.1007/978-3-031-63778-0_13

• A highly efficient computational approach for wind-driven flows over deformable topography

  Alia Al Ghosoun and Mohammed Seaid

  DOI: 10.1007/978-3-031-63778-0_14

• Unleashing the Potential of Mixed Precision in AI-Accelerated CFD Simulation on Intel CPU/GPU Architectures

  Kamil Halbiniak, Krzysztof Rojek, Sergio Iserte and Roman Wyrzykowski

  DOI: 10.1007/978-3-031-63778-0_15

• Quantum Computing

• The significance of the Quantum Volume for other algorithms: a case study for Quantum Amplitude Estimation

  Jins de Jong and Carmen Hoek

  DOI: 10.1007/978-3-031-63778-0_16

• KetGPT - Dataset Augmentation of Quantum Circuits using Transformers

  Boran Apak, Medina Bandic, Aritra Sarkar and Sebastian Feld

  DOI: 10.1007/978-3-031-63778-0_17

• Design Considerations for Denoising Quantum Time Series Autoencoder

  Jacob Cybulski and Sebastian Zając

  DOI: 10.1007/978-3-031-63778-0_18

• Optimizing Quantum Circuits using Algebraic Expressions

  Varun Puram, Geetha Karuppasamy and Johnson Thomas

  DOI: 10.1007/978-3-031-63778-0_19

• Implementing 3-SAT Gadgets for Quantum Annealers with random instances

  Pol Rodriguez, Rocco Ballester, Jordi Levy, Carlos Ansotegui and Jesus Cerquides

  DOI: 10.1007/978-3-031-63778-0_20

• Quantum Annealers Chain Strengths: A Simple Heuristic to Set Them All

  Valentin Gilbert and Stéphane Louise

  DOI: 10.1007/978-3-031-63778-0_21

• Quantum variational algorithms for the aircraft deconfliction problem

  Tomasz Pecyna, Krzysztof Kurowski, Rafał Różycki, Grzegorz Waligóra and Jan Węglarz

  DOI: 10.1007/978-3-031-63778-0_22

• Adaptive Sampling Noise Mitigation Technique for Feedback-based Quantum Algorithms

  Salahuddin Abdul Rahman, Henrik Clausen, Özkan Karabacak and Rafal Wisniewski

  DOI: 10.1007/978-3-031-63778-0_23

• Towards Federated Learning on the Quantum Internet

  Leo Sünkel, Michael Kölle, Tobias Rohe and Thomas Gabor

  DOI: 10.1007/978-3-031-63778-0_24

• Statistical Model Checking for Entanglement Swapping in Quantum Networks

  Anubhav Srivastava and Mvp Rao

  DOI: 10.1007/978-3-031-63778-0_25

• Noise robustness of a multiparty quantum summation protocol

  Antón Rodríguez-Otero, Niels M.P. Neumann, Ward van der Schoot and Robert Wezeman

  DOI: 10.1007/978-3-031-63778-0_26

• Hybrid approach to public-key algorithms in the near-quantum era

  Adrian Cinal, Gabriel Wechta and Michał Wroński

  DOI: 10.1007/978-3-031-63778-0_27

• Unsafe mechanisms of Bluetooth, E0 stream cipher cryptanalysis with quantum annealing

  Mateusz Leśniak, Elżbieta Burek and Michał Wroński

  DOI: 10.1007/978-3-031-63778-0_28

• Towards an in-depth detection of malware using multi-QCNN

  Tony Quertier and Grégoire Barrué

  DOI: 10.1007/978-3-031-63778-0_29

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

• Capillary behaviors of miscible fluids in porous media: a pore-scale simulation study

  Ronghao Cui and Shuyu Sun

  DOI: 10.1007/978-3-031-63783-4_1

• Numerical Results and Convergence of Some Inf-Sup Stable Elements for the Stokes Problem with Pressure Dirichlet Boundary Condition

  Huoyuan Duan and Xianliang Wu

  DOI: 10.1007/978-3-031-63783-4_2

• Unstructured flux-limiter convective schemes for simulation of transport phenomena in two-phase flows

  Nestor Vinicio Balcazar Arciniega, Joaquim Rigola and Assensi Oliva

  DOI: 10.1007/978-3-031-63783-4_3

• A backward-characteristics monotonicity preserving method for stiff transport problems

  Ilham Asmouh and Abdelouahed Ouardghi

  DOI: 10.1007/978-3-031-63783-4_4

• A three-dimensional fluid-structure interaction model for platelet aggregates based on porosity-dependent neo-Hookean material

  Yue Hao, Alfons G. Hoekstra and Gábor Závodszky

  DOI: 10.1007/978-3-031-63783-4_5

• Modeling of Turbulent Flow over 2D Backward-Facing Step Using Generalized Hydrodynamic Equations

  Alex Fedoseyev

  DOI: 10.1007/978-3-031-63783-4_6

• Simulation of droplet dispersion from coughing with consideration of face mask motion

  Ayato Takii, Tatsuya Miyoshi, Masashi Yamakawa, Yusei Kobayashi, Shinichi Asao, Seiichi Takeuchi and Makoto Tsubokura

  DOI: 10.1007/978-3-031-63783-4_7

• Implementation of the QGD algorithm using AMR technology and GPU parallel computing

  Ivan But, Andrey Epikhin, Maria Kirushina and Tatiana Elizarova

  DOI: 10.1007/978-3-031-63783-4_8

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

• Deep learning residential building segmentation for evaluation of suburban areas development

  Agnieszka Łysak and Marcin Luckner

  DOI: 10.1007/978-3-031-63783-4_9

• Analysing Urban Transport Using Synthetic Journeys

  Marcin Luckner, Przemysław Wrona, Maciej Grzenda and Agnieszka Łysak

  DOI: 10.1007/978-3-031-63783-4_10

• LoRaWAN Infrastructure Design and Implementation for Soil Moisture Monitoring: A Real-World Practical Case

  Erika Pamela Silva Gómez and Sang Guun Yoo

  DOI: 10.1007/978-3-031-63783-4_11

• A Framework for Intelligent Generation of Intrusion Detection Rules Based on Grad-CAM

  Xingyu Wang, Huaifeng Bao, Wenhao Li, Haoning Chen, Wen Wang and Feng Liu

  DOI: 10.1007/978-3-031-63783-4_12

• BotRGA: Neighborhood-Aware Twitter Bot Detection with Relational Graph Aggregation

  Weiguang Wang, Qi Wang, Tianning Zang, Xiaoyu Zhang, Lu Liu, Taorui Yang and Yijing Wang

  DOI: 10.1007/978-3-031-63783-4_13

• SOCXAI: Leveraging CNN and SHAP Analysis for Battery SOC Estimation and Anomaly Detection

  Amel Hidouri, Slimane Arbaoui, Ahmed Samet, Ali Ayadi, Tedjani Mesbahi, Romuald Boné and François de Bertrand de Beuvron

  DOI: 10.1007/978-3-031-63783-4_14

• Towards Detection of Anomalies in Automated Guided Vehicles Based on Telemetry Data

  Pawel Benecki, Daniel Kostrzewa, Marek Drewniak, Bohdan Shubyn, Piotr Grzesik, Vaidy Sunderam, Boleslaw Pochopien, Andrzej Kwiecien, Bozena Malysiak-Mrozek and Dariusz Mrozek

  DOI: 10.1007/978-3-031-63783-4_15

• Analysis of Marker and SLAM-based Tracking for Advanced Augmented Reality (AR)-based Flight Simulation

  Onyeka Josephine Nwobodo, Godlove Suila Kuaban, Tomasz Kukuczka, Kamil Wereszczynski and Krzysztof Cyran

  DOI: 10.1007/978-3-031-63783-4_16

• Automated prediction of air pollution conditions in environment monitoring systems

  Dawid Białka, Małgorzata Zajęcka, Ada Brzoza-Zajęcka and Tomasz Pełech-Pilichowski

  DOI: 10.1007/978-3-031-63783-4_17

• uChaos: Moving Chaos Engineering To IoT Devices

  Wojciech Kalka and Tomasz Szydlo

  DOI: 10.1007/978-3-031-63783-4_18

• Enhancing Lifetime Coverage in Wireless Sensor Networks: A Learning Automata Approach

  Jakub Gąsior

  DOI: 10.1007/978-3-031-63783-4_19

• Solving Problems with Uncertainties

• A rational logit dynamic for decision-making under uncertainty: well-posedness, vanishing-noise limit, and numerical approximation

  Hidekazu Yoshioka, Motoh Tsujimura and Yumi Yoshioka

  DOI: 10.1007/978-3-031-63783-4_20

• Fragmented Image Classification Using Local and Global Neural Networks: Investigating the Impact of the Quantity of Artificial Objects on Model Performance

  Kwabena Frimpong Marfo, Małgorzata Przybyła-Kasperek and Piotr Sulikowski

  DOI: 10.1007/978-3-031-63783-4_21

• A cross-domain perspective to Clustering with Uncertainty

  Salvatore Flavio Pileggi

  DOI: 10.1007/978-3-031-63783-4_22

• Direct Solver Aiming at Elimination of Systematic Errors in 3D Stellar Positions

  Konstantin Ryabinin, Gerasimos Sarras, Wolfgang Löffler and Michael Biermann

  DOI: 10.1007/978-3-031-63783-4_23

• On Estimation of Numerical Solution in Prager&Synge Sense

  Aleksey Alekseev and Alexander Bondarev

  DOI: 10.1007/978-3-031-63783-4_24

• Enhancing out-of-distribution detection through stochastic embeddings in self-supervised learning

  Denis Janiak, Jakub Binkowski, Piotr Bielak and Tomasz Kajdanowicz

  DOI: 10.1007/978-3-031-63783-4_25

• Enhancing the Parallel UC2B Framework: Approach Validation and Scalability Study

  Zineb Ziani, Nahid Emad, Miwako Tsuji and Mitsuhisa Sato

  DOI: 10.1007/978-3-031-63783-4_26

• Towards Modelling and Simulation of Organisational Routines

  Phub Namgay and David Johnson

  DOI: 10.1007/978-3-031-63783-4_27

• Teaching Computational Science

• Enhancing Computational Science Education Through Practical Applications: Leveraging Predictive Analytics in Box Meal Services

  Pawel Gepner, Ilona Jacyna-Golda, Andrzej Jankowski, Martyna Wybraniak-Kujawa, Kamil Halbiniak and Jerzy Krawiec

  DOI: 10.1007/978-3-031-63783-4_28

• Teaching high-performance computing systems - a case study with parallel programming APIs: MPI, OpenMP and CUDA

  Pawel Czarnul, Mariusz Matuszek and Adam Krzywaniak

  DOI: 10.1007/978-3-031-63783-4_29

• Evaluating Teacher's Classroom Performance

  Raul Ramirez, Laura Hervert-Escobar and Neil Hernandez Gress

  DOI: 10.1007/978-3-031-63783-4_30

• Analyzing Grade Inflation in Engineering Education

  Raul Ramirez, Neil Hernandez Gress and Laura Hervert-Escobar

  DOI: 10.1007/978-3-031-63783-4_31