ICCS 2025 Conference Proceedings

The proceedings shown on this page are the camera-ready version of the papers published in LNCS volumes 15903, 15904, 15905, 15906, 15907, 15908, 15909, 15910, 15911 and 15912. To cite these publications, please use the final published version, which is linked to at the bottom of each publication.

• Preface

• ICCS 2025 Main Track Full Papers

• Backtranslation and Paraphrasing in the LLM Era? Comparing Data Augmentation Methods for Emotion Classification

  Łukasz Radliński, Mateusz Guściora, Jan Kocoń

  DOI: 10.1007/978-3-031-97626-1_1

• Explainable Artificial Intelligence for Bioactivity Prediction: Unveiling the Challenges with Curated CDK2/4/6 Breast Cancer Dataset

  Adam Sułek, Jakub Klimczak, Jakub Jończyk, Tomasz Kosciolek, Tomasz Danel, Barbara Pucelik

  DOI: 10.1007/978-3-031-97626-1_2

• Bus Loop Scheduling with Dueling Double Deep Q Network

  Andri Pradana, Lock Yue Chew

  DOI: 10.1007/978-3-031-97626-1_3

• Precise Language Deception: XAI Driven Targeted Adversarial Examples with Restricted Knowledge

  Mateusz Gniewkowski, Paweł Walkowiak, Marek Klonowski, Tomasz Walkowiak

  DOI: 10.1007/978-3-031-97626-1_4

• Tensorial Implementation for Robust Variational Physics-Informed Neural Networks

  Askold Vilkha, Carlos Uriarte, Paweł Maczuga, Tomasz Służalec, Maciej Paszyński

  DOI: 10.1007/978-3-031-97626-1_5

• Neural Parabolic Wave Equation for Refractivity Estimation

  Mikhail S. Lytaev

  DOI: 10.1007/978-3-031-97626-1_6

• Discover the Tractable Latent Space of Floating Offshore Wind Turbine Based on a Novel GNN-Encoder-Decoder-LSTM Deep Learning Architecture

  Kobe Hoi-Yin Yung, Qing Xiao, Xiuqing Xing, Atilla Incecik, Chang Wei Kang

  DOI: 10.1007/978-3-031-97626-1_7

• Towards Weight-Space Interpretation of Low-Rank Adapters for Diffusion Models

  Jacek Duszenko, Piotr Bielak

  DOI: 10.1007/978-3-031-97626-1_8

• Discovering Governing Equations of Geomagnetic Storm Dynamics with Symbolic Regression

  Stefano Markidis, Jonah Ekelund, Luca Pennati, Andong Hu, Ivy Peng

  DOI: 10.1007/978-3-031-97626-1_9

• Combining Shape and Trajectory Features for Human Action Classification Using a Neural Network and Synthetic Data

  Katarzyna Gościewska, Dariusz Frejlichowski

  DOI: 10.1007/978-3-031-97626-1_10

• Improving Object Detection Quality in Football Through Super-Resolution Techniques

  Karolina Seweryn, Gabriel Chȩć, Szymon Łukasik, Anna Wróblewska

  DOI: 10.1007/978-3-031-97626-1_11

• Flexible User-Defined Domain Decomposition in Kilometer-Scale E3SM Land Model Simulation

  Zhuowei Gu, Dali Wang, Dawei Gao, Yunhe Feng, Qinglei Cao

  DOI: 10.1007/978-3-031-97626-1_12

• A Deeper Look into the Limitations of Early-Exit Architectures for Single and Multi-label Classification

  Klaudia Bałazy, Julian McAuley, Jacek Tabor

  DOI: 10.1007/978-3-031-97626-1_13

• Comparative Analysis of Black-Box Optimization Methods for Weather Intervention Design

  Yuta Higuchi, Rikuto Nagai, Atsushi Okazaki, Masaki Ogura, Naoki Wakamiya

  DOI: 10.1007/978-3-031-97626-1_14

• Dual Adaptive Windows Toward Concept-Drift in Online Network Intrusion Detection

  Xiaowei Hu, Duohe Ma, Wen Wang, Feng Liu

  DOI: 10.1007/978-3-031-97626-1_15

• Estimating Airborne Transmission Risk for Indoor Space: Coupling Agent-Based Model and Computational Fluid Dynamics

  Boon Leng Ang, Jaeyoung Kwak, Chin Chun Ooi, Zhengwei Ge, Hongying Li, Michael H. Lees et al.

  DOI: 10.1007/978-3-031-97626-1_16

• A Dynamic Model of Customers Behavior: Integrating Econophysics and Physics-Informed Neural Networks

  Kirill Zakharov, Anton Kovantsev, Alexander Boukhanovsky

  DOI: 10.1007/978-3-031-97626-1_17

• Adaptive PCA-Based Outlier Detection for Multi-feature Time Series in Space Missions

  Jonah Ekelund, Savvas Raptis, Vicki Toy-Edens, Wenli Mo, Drew L. Turner, Ian J. Cohen et al.

  DOI: 10.1007/978-3-031-97626-1_18

• Adaptive Physics Refinement for Anatomic Adhesive Dynamics Simulations

  Aristotle Martin, William Ladd, Runxin Wu, Amanda Randles

  DOI: 10.1007/978-3-031-97626-1_19

• Microfluidic Digital Twin for Enhanced Single-Cell Analysis

  Samreen T. Mahmud, Wentao Ma, Taylor Thomsen, Chang Chen, Rachel Rex, Andre Lai et al.

  DOI: 10.1007/978-3-031-97626-1_20

• Energy-Efficient Neural Network Training for Scientific Datasets with Advanced Similarity Analytics and Orchestration

  Kin Wai NG, Orcun Yildiz, Tom Peterka, Florence Tama, Osamu Miyashita, Catherine Schuman et al.

  DOI: 10.1007/978-3-031-97626-1_21

• CommPlex: Community in MultiPlexes - Definition and a Suite of Algorithms for Analysis

  Abhishek Santra, Sanjukta Bhowmick, Sharma Chakravarthy

  DOI: 10.1007/978-3-031-97629-2_1

• i-QLS: Quantum-Supported Algorithm for Least Squares Optimization in Non-linear Regression

  Supreeth Mysore Venkatesh, Antonio Macaluso, Diego Arenas, Matthias Klusch, Andreas Dengel

  DOI: 10.1007/978-3-031-97629-2_2

• Uncovering and Verifying Optimal Community Structure in Complex Networks: A MaxSAT Approach

  Carlos Ansótegui, Vaidyanathan Peruvemba Ramaswamy, Stefan Szeider, Hai Xia

  DOI: 10.1007/978-3-031-97629-2_3

• WebAA: Website Association Analysis via Multi-resource Similarity Computation

  Taiyao Zhang, Dongzheng Jia, Xingyu Fu, Zhihao Zhang, Qingyun Liu

  DOI: 10.1007/978-3-031-97629-2_4

• Exploring the Effect of Spatial Scales in Studying Urban Mobility Pattern

  Hoai Nguyen Huynh

  DOI: 10.1007/978-3-031-97629-2_5

• NotiCorr: Exposing Social Relationships via Notification Traffic of Instant Messaging Applications

  Jiangchao Chen, Zhuojun Jiang, Jiangyi Yin, Dongfang Hao, Zhao Li, Meijie Du et al.

  DOI: 10.1007/978-3-031-97629-2_6

• PAWUK: Extensive Annotated Web Corpus of Ukrainian

  Witold Kieraś, Łukasz Kobyliński, Dorota Komosińska, Michał Rudolf, Maria Shvedova, Aleksandra Zwierzchowska

  DOI: 10.1007/978-3-031-97629-2_7

• Assessing Physics Parameterizations Using Evolutionary Computation

  Iciar Guerrero-Calzas, Lorenzo Rossetto, Ana Cortés, Mauricio Hanzich, Josep Ramón Miró

  DOI: 10.1007/978-3-031-97629-2_8

• Domain Solutions Obtained by the FPIES for Potential 2D BVPs

  Andrzej Kużelewski, Eugeniusz Zieniuk

  DOI: 10.1007/978-3-031-97629-2_9

• Detecting and Understanding Hateful Contents in Memes Through Captioning and Visual Question-Answering

  Ali Anaissi, Junaid Akram, Kunal Chaturvedi, Ali Braytee

  DOI: 10.1007/978-3-031-97629-2_10

• A GPU-Accelerated Interior Point Method with Applications in Radiation Therapy Optimization

  Felix Liu, Albin Fredriksson, Stefano Markidis

  DOI: 10.1007/978-3-031-97629-2_11

• An Empirical Assessment of LLM-Based Approaches to Malicious Webpage Detection

  Gracjan Mak, Mateusz Gniewkowski, Paweł Walkowiak, Arkadiusz Janz

  DOI: 10.1007/978-3-031-97629-2_12

• Physics Informed Neural Network Code for 2D Transient Problems (PINN-2DT) Compatible with Google Colab

  Paweł Maczuga, Maciej Sikora, Tomasz Służalec, Marcin Szubert, Łukasz Sztangret, Danuta Szeliga et al.

  DOI: 10.1007/978-3-031-97629-2_13

• Dynamic Neural Network with Matrix-Extended Residual Connections

  Szymon Świderski, Agnieszka Jastrzȩbska

  DOI: 10.1007/978-3-031-97629-2_14

• Proof of Training: Obtaining Verifiable ML Models by Delegating Training to a Blockchain Network

  Łukasz Krzywiecki, Gabriel Wechta

  DOI: 10.1007/978-3-031-97629-2_15

• Multiple-Meta-Instance Selection. Combining the Properties of Many Instance-Selection Methods

  Marcin Blachnik, Piotr Ciepliński, Daniel Dabrowski

  DOI: 10.1007/978-3-031-97629-2_16

• Using B-Spline Function Properties in the PIES Method to Handle Singularities in Boundary Value Problems

  Agnieszka Bołtuć, Eugeniusz Zieniuk

  DOI: 10.1007/978-3-031-97629-2_17

• cuTeBool: Fast and Scalable Boolean Matrix Factorization on GPUs Using Tensor Cores

  Andrea Beyer, Valentin Henkys, Robin Kobus, Stefan Kramer, Bertil Schmidt

  DOI: 10.1007/978-3-031-97629-2_18

• Encrypted Malicious Traffic Detection Using Multi-instance Learning

  Ziwei Zhang, Jiangyi Yin, Zhao Li, Jiangchao Chen, Meijie Du, Zhongyi Zhang et al.

  DOI: 10.1007/978-3-031-97629-2_19

• Dimensionality Reduction in Product of Metric Spaces

  Aleksander Denisiuk

  DOI: 10.1007/978-3-031-97629-2_20

• To Select or Not to Select? The Role of Meta-features Selection in Meta-learning Tasks with Tabular Data

  Irina Deeva, Alena Kropacheva

  DOI: 10.1007/978-3-031-97629-2_21

• Simple Error Estimation for PIES in 2D Elasticity Problems

  Agnieszka Bołtuć, Eugeniusz Zieniuk

  DOI: 10.1007/978-3-031-97629-2_22

• Control Synthesis of Homogeneous Approximations of Nonlinear Systems

  Marcin Korzeń, Jarosław Woźniak, Grigory Sklyar, Mateusz Firkowski

  DOI: 10.1007/978-3-031-97632-2_1

• A Robust Ensemble Malware Detector Against Powerful Adversaries

  Shangyuan Zhuang, Wei Zhang, Fengqi Liu, Jiyan Sun, Yinlong Liu, Liru Geng et al.

  DOI: 10.1007/978-3-031-97632-2_2

• Physics-Aware Compression of Plasma Distribution Functions with GPU-Accelerated Gaussian Mixture Models

  Andong Hu, Luca Pennati, Ivy Peng, Stefano Markidis

  DOI: 10.1007/978-3-031-97632-2_3

• Hierarchical Structural Information – Theory and Applications

  Marzena Bielecka, Andrzej Bielecki, Aleksander Suchorab, Igor Wojnicki

  DOI: 10.1007/978-3-031-97632-2_4

• A Connectionist Approach to Federated Digital Twins

  Christian Vergara-Marcillo, Rami Bahsoon, Nikos Tziritas, Georgios Theodoropoulos

  DOI: 10.1007/978-3-031-97632-2_5

• Low Latency Recoding CORDIC Algorithm for FPGA Implementation

  Pawel Poczekajlo, Leonid Moroz, Ewa Deelman, Michela Taufer, Pawel Gepner, Jerzy Krawiec

  DOI: 10.1007/978-3-031-97632-2_6

• Global Optimization of Microwave Circuits Using Dimensionality Reduction and Multi-fidelity EM Simulations

  Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson

  DOI: 10.1007/978-3-031-97632-2_7

• Understanding the Limitations of Deep Transformer Models for Sea Ice Forecasting

  Julia Borisova, Andrey Kuznetsov, Gleb Solovev, Nikolay O. Nikitin

  DOI: 10.1007/978-3-031-97632-2_8

• Microscopic Binary Engagement Model

  Marco Lemos, Pedro J. S. Cardoso, João M. F. Rodrigues

  DOI: 10.1007/978-3-031-97632-2_9

• Dead Gate Elimination

  Yanbin Chen, Christian B. Mendl, Helmut Seidl

  DOI: 10.1007/978-3-031-97632-2_10

• Advances in Adapting Memory-Bound CFD Computations to RISC-V Multicore Architecture

  Tomasz Olas, Lukasz Szustak, Roman Wyrzykowski, Mateusz Olas, Marco Lapegna

  DOI: 10.1007/978-3-031-97632-2_11

• Detecting Potential HIV Inhibitors Using the Cross Siamese Network

  Konrad Witkowski, Agnieszka Duraj, Piotr S. Szczepaniak

  DOI: 10.1007/978-3-031-97632-2_12

• Generation of Quality Green’s Function Libraries in Complex Three-Dimensional Crustal Structures by Adaptive Mesh Refinement

  Kai Nakao, Hideaki Ito, Tsuyoshi Ichimura, Kohei Fujita, Lalith Wijerathne, Muneo Hori

  DOI: 10.1007/978-3-031-97632-2_13

• An Iterative Scheme for the Solidification Benchmark Modeling

  Xiaoyu Feng, Huangxin Chen, Bo Yu, Shuyu Sun

  DOI: 10.1007/978-3-031-97632-2_14

• Robust, Efficient, and Long-Time Accurate Schemes to Simulate Gas Storage in Geological Formation

  Huangxin Chen, Yuxiang Chen, Jisheng Kou, Shuyu Sun, Dunhui Xiao, Xuejun Xu et al.

  DOI: 10.1007/978-3-031-97632-2_15

• A Hybrid Approach for Medical Deepfake Detection Using Depth-Wise Convolutions in Vision Transformer and Frequency Domain Analysis

  R. Dhanyalakshmi, Alexander Zakharov, Natalia Romanchuk, J. Anitha, Jude Hemanth

  DOI: 10.1007/978-3-031-97632-2_16

• Static Load Balancing for Molecular-Continuum Flow Simulations with Heterogeneous Particle Systems and on Heterogeneous Hardware

  Amartya Das Sharma, Louis Viot, Piet Jarmatz, Hauke Preuß, Philipp Neumann

  DOI: 10.1007/978-3-031-97632-2_17

• Joint Spatial-Temporal Representation for Host Intrusion Detection System

  Hao Li, Zehui Wang, Shang Shang, Zhengwei Jiang, Qiuyun Wang, Fangli Ren et al.

  DOI: 10.1007/978-3-031-97632-2_18

• Will It Blend? Mixing Numerical and Machine-Learned Physics Quantities for Accurate on-the-Fly Surrogate Modeling

  Michael Tynes, Kyle Chard, Ian Foster, Logan Ward

  DOI: 10.1007/978-3-031-97632-2_19

• Biological Community Detection with Graph Neural Network and Network Curvature Analysis on Gene Co-expression Networks

  Marianna Milano, Pietro Cinaglia, Mario Cannataro, Pietro Hiram Guzzi

  DOI: 10.1007/978-3-031-97632-2_20

• Incorporating Performance Ordering in MCDA: A Study of the Frobenius SPOTIS Method

  Andrii Shekhovtsov, Jean Dezert, Wojciech Sałabun

  DOI: 10.1007/978-3-031-97632-2_21

• ICCS 2025 Main Track Short Papers

• A Method for Handling Negative Similarities in Explainable Graph Spectral Clustering of Text Documents

  Mieczysław A. Kłopotek, Sławomir T. Wierzchoń, Bartłomiej Starosta, Dariusz Czerski, Piotr Borkowski

  DOI: 10.1007/978-3-031-97635-3_1

• Preliminary Comparison of Different EDs Performance, Using Simulation

  Ramona Galeano, Alvaro Wong, Dolores Rexachs, Remo Suppi, Eva Bruballa, Francisco Epelde et al.

  DOI: 10.1007/978-3-031-97635-3_2

• Efficient Peptide MRM Transition Prediction via Convolutional Hashing

  Ramon Adàlia, Gemma Sanjuan, Tomàs Margalef, Ismael Zamora

  DOI: 10.1007/978-3-031-97635-3_3

• Comparison of Crash Simulations on Two Types of Flying Cars

  Hiroto Sato, Ayato Takii, Masashi Yamakawa, Yusei Kobayashi, Shinichi Asao, Seiichi Takeuchi et al.

  DOI: 10.1007/978-3-031-97635-3_4

• Centrality Resilience in Complex Networks

  Fariba Afrin Irany, Turja Kundu, Soumya Sarakar, Animesh Mukherjee, Sanjukta Bhowmick

  DOI: 10.1007/978-3-031-97635-3_5

• A Customizable Agent-Based Simulation Framework for Emergency Departments

  Francisco Mesas, Manel Taboada, Dolores Rexachs, Francisco Epelde, Alvaro Wong, Emilio Luque

  DOI: 10.1007/978-3-031-97635-3_6

• Leveraging Positional Bias of LLM In-Context Learning with Class-Few-Shot and Maj-Min Alternating Ordering

  Aleksander Szczęsny, Maciej Markiewicz, Łukasz Radliński, Przemysław Kazienko

  DOI: 10.1007/978-3-031-97635-3_7

• Remote Sensing AI for Crop Planting in Wildfire Fuel Mapping

  Paula Sánchez, Irene González, Carlos Carrillo, Ana Cortés, Remo Suppi

  DOI: 10.1007/978-3-031-97635-3_8

• Regularization Algorithm for Eliminating Singularities in the PIES Formula for 3D Multidomain Orthotropic Problems

  Krzysztof Szerszeń, Eugeniusz Zieniuk

  DOI: 10.1007/978-3-031-97635-3_9

• Advancing Bird Species Classification: A Fusion of Audio and Image Data

  Jie Xie, Xueyan Dong, Zhe Wu, Zheng Lang, Yuji Wang, Chunrong He et al.

  DOI: 10.1007/978-3-031-97635-3_10

• Prototype-Pairs Decomposition for Extracting Simple and Meaningful Rules

  Marcin Blachnik, Mirosław Kordos, Daniel Dąbrowski

  DOI: 10.1007/978-3-031-97635-3_11

• Fast Prediction of Job Execution Times in the ALICE Grid Through GPU-Based Inference with Quantization and Sparsity Techniques

  Tomasz Lelek, Szymon Mazurek, Maciej Wielgosz, Bartosz Balis

  DOI: 10.1007/978-3-031-97635-3_12

• Reversible Data Hiding in Encrypted Images with Pixel Prediction and ERLE Compression

  Remigiusz Martyniak, Mariusz Dzwonkowski

  DOI: 10.1007/978-3-031-97635-3_13

• Information Flow Between Neighboring Housing Markets: A Case from the Seoul Metropolitan Area

  Leehyun Jung, Minhyuk Jeong, Yena Song, Kwangwon Ahn

  DOI: 10.1007/978-3-031-97635-3_14

• A Bi-Stage Framework for Automatic Development of Pixel-Based Planar Antenna Structures

  Khadijeh Askaripour, Adrian Bekasiewicz, Slawomir Koziel

  DOI: 10.1007/978-3-031-97635-3_15

• Investigation of CUDA Graphs Performance for Selected Parallel Applications

  Oksana Diakun, Paweł Czarnul

  DOI: 10.1007/978-3-031-97635-3_16

• Instance Selection by Fast Local Set Border Selector

  Norbert Jankowski, Mateusz Skarupski

  DOI: 10.1007/978-3-031-97635-3_17

• Modelling the Transient Evolution of Queues in Plugged-in Electric Vehicles (PEV) Fast Charging Stations

  Godlove Suila Kuaban, Tomasz Nycz, Monika Nycz, Tadeusz Czachórski, Piotr Czekalski

  DOI: 10.1007/978-3-031-97635-3_18

• Is Heterogeneous Model Soup Tasty? A Multidimensional Evaluation of Diverse Model Soups in Language Model Alignment

  Dawid Motyka, Paweł Walkowiak, Julia Moska, Bartosz Żuk, Karolina Seweryn, Arkadiusz Janz

  DOI: 10.1007/978-3-031-97635-3_19

• Performance Evaluation of IMS/NGN Network with SDN-Based Transport Stratum

  Sylwester Kaczmarek, Magdalena Młynarczuk, Maciej Sac

  DOI: 10.1007/978-3-031-97635-3_20

• Variable-Resolution Machine Learning for Rapid Multi-Criterial Antenna Design

  Anna Pietrenko-Dabrowska, Slawomir Koziel

  DOI: 10.1007/978-3-031-97635-3_21

• A Fast and Scalable Genomic Data Compressor for Multicore Clusters

  Victoria Sanz, Adrián Pousa, Marcelo Naiouf, Armando De Giusti

  DOI: 10.1007/978-3-031-97635-3_22

• Anchored Semantics: Augmenting Ontologies via Competency Questions, Self-Attention, and Predictive Graph Learning

  Shengqi Li, Amarnath Gupta

  DOI: 10.1007/978-3-031-97635-3_23

• Modeling Firm Birth and Death Dynamics Using Survival Fractions and Age Distributions

  Yipei Guo, Huynh Hoai Nguyen, Feng Ling

  DOI: 10.1007/978-3-031-97635-3_24

• Enhancing Sentiment Analysis Through Multimodal Fusion: A BERT-DINOv2 Approach

  Taoxu Zhao, Meisi Li, Kehao Chen, Liye Wang, Xucheng Zhou, Kunal Chaturvedi et al.

  DOI: 10.1007/978-3-031-97635-3_25

• Modeling Parallel AI Applications for Performance Analysis on Cloud Environments

  Miquel Albert, Alvaro Wong, Betzabeth Leon, Dolores Rexachs, Emilio Luque

  DOI: 10.1007/978-3-031-97635-3_26

• Simplified Swarm Learning Framework for Robust and Scalable Diagnostic Services in Cancer Histopathology

  Yanjie Wu, Yuhao Ji, Saiho Lee, Juniad Akram, Ali Braytee, Ali Anaissi

  DOI: 10.1007/978-3-031-97635-3_27

• A Fast MPI-Based Distributed Hash-Table as Surrogate Model for HPC Applications

  Max Lübke, Marco De Lucia, Stefan Petri, Bettina Schnor

  DOI: 10.1007/978-3-031-97635-3_28

• Rockburst Forecasting Using Composite Modelling for Seismic Sensors Data

  Ilia Revin, Vadim A. Potemkin, Nikolay O. Nikitin

  DOI: 10.1007/978-3-031-97635-3_29

• Accelerating LBM with C++ STL Asynchronous Parallel Model

  Ziheng Yuan, Takashi Shimokawabe

  DOI: 10.1007/978-3-031-97635-3_30

• Accelerating Cloud-Based Transcriptomics: Performance Analysis and Optimization of the STAR Aligner Workflow

  Piotr Kica, Sabina Lichołai, Michał Orzechowski, Maciej Malawski

  DOI: 10.1007/978-3-031-97635-3_31

• Adaptive Modular Housing Design for Crisis Situations

  Anastasiya Pechko, Katarzyna Grzesiak-Kopeć, Barbara Strug, Grażyna Ślusarczyk

  DOI: 10.1007/978-3-031-97635-3_32

• Evaluating Parameter-Based Training Performance of Neural Networks and Variational Quantum Circuits

  Michael Kölle, Alexander Feist, Jonas Stein, Sebastian Wölckert, Claudia Linnhoff-Popien

  DOI: 10.1007/978-3-031-97635-3_33

• Towards an Open Science—An Academic Recommendation Cloud Platform

  Anna Kobusińska, Damian Tabaczyński, Victor Chang

  DOI: 10.1007/978-3-031-97635-3_34

• Algorithm Selection in Short-Range Molecular Dynamics Simulations

  Samuel James Newcome, Fabio Alexander Gratl, Manuel Lerchner, Abdulkadir Pazar, Manish Kumar Mishra, Hans-Joachim Bungartz

  DOI: 10.1007/978-3-031-97635-3_35

• SOPMOA*: Unleashing Shared-Open Parallelism for High-Performance Multi-Objective Pathfinding

  Long Viet Truong, Tien Minh Dam, Tuan Anh Nguyen, Linh Thuy Thi Nguyen, Duong Trung Dinh

  DOI: 10.1007/978-3-031-97635-3_36

• From Recursion to Parallelization: Plug & Play Dynamic Programming

  Jiang Long

  DOI: 10.1007/978-3-031-97635-3_37

• NeoN: A Tool for Automated Detection, Linguistic and LLM-Driven Analysis of Neologisms in Polish

  Aleksandra Tomaszewska, Dariusz Czerski, Bartosz Żuk, Maciej Ogrodniczuk

  DOI: 10.1007/978-3-031-97635-3_38

• Surrogate Models for Analyzing Performance Behavior of HPC Applications Using the RAJA Performance Suite

  Befikir Bogale, Ian Lumsden, Dalal Sukkari, Dewi Yokelson, Stephanie Brink, Olga Pearce et al.

  DOI: 10.1007/978-3-031-97635-3_39

• Cattle Identification Using 2D Mask Retention Network

  Niraj Kumar, Sakshi Ranjan, Sanjay Kumar Singh

  DOI: 10.1007/978-3-031-97635-3_40

• Scaling Dynamics of the Electricity Utility Sector:

  Vidit Kundu, Debraj Roy, Michel Ehrenhard, Karin Pfeffer

  DOI: 10.1007/978-3-031-97635-3_41

• Pollution Simulations and in-Field Measurements Performed in March at Longyearbyen, Spitzbergen

  Albert Oliver-Serra, Leszek Siwik, Natalia Leszczyńska, Maciej Sikora, Tomasz Maciej Ciesielski, Eirik Valseth et al.

  DOI: 10.1007/978-3-031-97635-3_42

• Reversed Model Verification by Inferring Conceptual Models from Simulation Code

  Rumyana Neykova, Derek Groen

  DOI: 10.1007/978-3-031-97635-3_43

• GPU-Accelerated Out-of-Core HMM Inference with Concurrent CUDA Streams

  MohammadReza HoseinyFarahabady, Albert Y. Zomaya

  DOI: 10.1007/978-3-031-97635-3_44

• Predicting Future Collaborations in a Scientific Community Using Graph Neural Networks

  Nachyn Dorzhu, Tatiana Sukhomlinova, Lijing Luo, Sergey Kovalchuk

  DOI: 10.1007/978-3-031-97635-3_45

• Data-Centric Parallel Programming Abstractions for High Performance Computations

  Domenico Talia

  DOI: 10.1007/978-3-031-97635-3_46

• Neural Network for Evaluating the Operational Range of Antennas with Randomly Generated Designs

  Bartosz Czaplewski

  DOI: 10.1007/978-3-031-97635-3_47

• Optimizing U-Net Architecture Using Differential Evolution for Brain Tumor Segmentation

  Shoffan Saifullah, Rafał Dreżewski

  DOI: 10.1007/978-3-031-97635-3_48

• Simulation Modeling of Clinical Decision Making for Personalized Policy Identification

  Ashish T. S. Ireddy, Sergey V. Kovalchuk

  DOI: 10.1007/978-3-031-97635-3_49

• Verified Eigenvalue Calculation for the Laplace Operator

  Jijing Zhao, Shuyu Sun

  DOI: 10.1007/978-3-031-97635-3_50

• A Hybrid Q-Learning Automata Routing Protocol for Wireless Sensor Networks

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  DOI: 10.1007/978-3-031-97635-3_51

• Improving Project-Level Code Generation Using Combined Relevant Context

  Dmitriy Fedrushkov, Denis Tereshchenko, Sergey Kovalchuk, Artem Aliev

  DOI: 10.1007/978-3-031-97635-3_52

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

• Large-Scale Nonlinear Viscoelastic Simulation for Crustal Deformation Accelerated by Data-Driven Method and Multi-grid Solver

  Sota Murakami, Kohei Fujita, Tsuyoshi Ichimura, Ryota Kaneko, Takane Hori, Muneo Hori et al.

  DOI: 10.1007/978-3-031-97554-7_1

• Artificial Intelligence Approaches for Network Analysis

• Informing the Neural Network Activation Function with Graph Centrality Measures: the Case Study of Oscillating Chemical Reaction Simulation

  Paola Lecca

  DOI: 10.1007/978-3-031-97554-7_2

• A Novel Routing Algorithm for Optical Networks Based on ML Methods

  Paweł Krysztofik, Paweł Cichosz, Sławomir Sujecki, Stanisław Kozdrowski

  DOI: 10.1007/978-3-031-97554-7_3

• Decision Trees and Machine Learning for Cybersecurity: How Model Settings Affect Attack Detection

  Konrad Lukiewicz, Michal Podpora, Grzegorz Dralus, Damian Mazur, Jakub Dralus, Tomasz Kajdanowicz et al.

  DOI: 10.1007/978-3-031-97554-7_4

• Covering the Online Spectrum of Opinion in Social Context: The Benefit of Network Node Sampling Through an Italian Case Study

  Alex Cucco, Emiliano del Gobbo, Lara Fontanella, Sara Fontanella, Luigi Ippoliti

  DOI: 10.1007/978-3-031-97554-7_5

• A Multilayer and Temporal Network for Studying the Connections of Cross-Listed Stocks

  Hongyu Liu, Hao Xia

  DOI: 10.1007/978-3-031-97554-7_6

• A Machine Learning-Based Framework for Predicting Candidate Drug Side Effects from Biological Networks

  Pietro Cinaglia, Giulia Pingitore, Marianna Milano, Mario Cannataro

  DOI: 10.1007/978-3-031-97554-7_7

• Artificial Intelligence and High-Performance Computing for Advanced Simulations

• Introducing B-spline Basis Functions in Neural Network Approximations

  Maciej Sikora, Kamil Doległo, Anna Paszyńska, Maciej Paszyński

  DOI: 10.1007/978-3-031-97554-7_8

• Augmenting Petrov-Galerkin Method with Optimal Test Functions by DNN Learning the Inverse of the Gram Matrix

  Tomasz Służalec

  DOI: 10.1007/978-3-031-97554-7_9

• EXPBrain: Exponential Integrators for Glioblastoma Brain Tumor Simulations

  Magdalena Pabisz, Dominika Ciupek, Askold Vilkha, Maciej Paszyński

  DOI: 10.1007/978-3-031-97554-7_10

• Influence of Mixed Precision on Performance and Accuracy of DNN Training for AI-Accelerated CFD Simulations on NVIDIA Multi-GPU System

  Kamil Halbiniak, Krzysztof Rojek, Roman Wyrzykowski, Paweł Gepner, Norbert Meyer

  DOI: 10.1007/978-3-031-97554-7_11

• Performance-Energy Investigation of Selected Applications Using a Parallel Multi-GPU Genetic Algorithm Under Power Capping

  Filip Magdziak, Paweł Czarnul

  DOI: 10.1007/978-3-031-97554-7_12

• Discrete Residual Loss Functions for Training Physics-Informed Neural Networks

  J. Rishi, Sumanth Kumar, Azhar Gafoor, Deepak Subramani

  DOI: 10.1007/978-3-031-97554-7_13

• Uncertainty-Aware Well Placement: Simulator-Verified Dual-Network Reinforcement Learning Approach Meets Particle Filters

  Hibat Errahmen Djecta, Sergey Alyaev, Kristian Fossum, Reidar B. Bratvold, Ressi Bonti Muhammad, Apoorv Srivastava

  DOI: 10.1007/978-3-031-97554-7_14

• Sequential, Parallel and Consecutive Hybrid Evolutionary-Swarm Optimization Metaheuristics

  Piotr Urbańczyk, Aleksandra Urbańczyk, Magdalena Król, Leszek Rutkowski, Marek Kisiel-Dorohinicki

  DOI: 10.1007/978-3-031-97554-7_15

• Graph Grammar Model for H-Adaptation for Meshes with Quadrilateral, Pentagon, and Hexagon Elements

  Anna Paszyńska, Paweł Maczuga, Mateusz Dobija, Albert Oliver-Serra, Edyta Paruch, Jakub Radek

  DOI: 10.1007/978-3-031-97554-7_16

• MinRNNs for Lagrangian-Based Simulations of Transient Flow Problems

  Dody Dharma, Peter K. Jimack, He Wang

  DOI: 10.1007/978-3-031-97554-7_17

• Socio-Cognitive Agent-Oriented Evolutionary Algorithm with Trust-Based Optimization

  Aleksandra Urbańczyk, Krzysztof Czech, Piotr Urbańczyk, Marek Kisiel-Dorohinicki, Aleksander Byrski

  DOI: 10.1007/978-3-031-97554-7_18

• Structural Limiting Range of Perception in Particle Swarm Optimization

  Mateusz Mastalerczyk, Malgorzata Zajecka, Sylwia Bielaszek, Marek Kisiel-Dorohinicki, Aleksander Byrski

  DOI: 10.1007/978-3-031-97554-7_19

• Towards Novel Migration Topologies for Parallel Evolutionary Algorithms

  Sylwia Biełaszek, Laszlo Gulyas, Aleksander Byrski

  DOI: 10.1007/978-3-031-97554-7_20

• Biomedical and Bioinformatics Challenges for Computer Science

• From the Synaptome to the Connectome: Data Bigness Estimation for the Human Connectome at the Nanoscale

  Wieslaw L. Nowinski

  DOI: 10.1007/978-3-031-97554-7_21

• Enzyme Stability Prediction: Advancing with Ensemble Machine Learning and Explainable Artificial Intelligence

  Swati Sampada Parida

  DOI: 10.1007/978-3-031-97554-7_22

• MTL-FECAM: Bridging the Stability-Plasticity Tradeoff in Exemplar-Free Continual Learning

  Sakshi Ranjan, Niraj Kumar, Jatin Kumar, Sanjay Kumar Singh

  DOI: 10.1007/978-3-031-97554-7_23

• Development of a pH-Responsive Bio-robotics for Targeted Drug Delivery to Lung Cancer in the Vascular System

  Phuwich Uthansakul, Pichchaya Petchsritong, Adis Khetubol

  DOI: 10.1007/978-3-031-97554-7_24

• Accelerating Super-Resolution Magnetic Resonance Imaging Using Toeplitz K-Space Matrices and Deep Learning Reconstruction

  Krzysztof Malczewski

  DOI: 10.1007/978-3-031-97554-7_25

• Logistic Regression with Covariate Clustering in Genome-Wide Association Interaction Studies

  Volker Neff, Lars Wienbrandt, David Ellinghaus

  DOI: 10.1007/978-3-031-97554-7_26

• Predicting Antibody Responses to Type V GBS-TT Conjugate Vaccine Using Computational Modelling

  Matheus R. Ribeiro, Bárbara de M. Quintela, Ruy F. Reis, Rodrigo W. dos Santos, Marcelo Lobosco

  DOI: 10.1007/978-3-031-97554-7_27

• A Computational Immune Approach for Modeling Different Levels of Severity in COVID-19 Infections

  Laura Polverari e Silva, Marcelo Lobosco, Ruy Freitas Reis

  DOI: 10.1007/978-3-031-97554-7_28

• Implementation of Convolutional Neural Networks for the Purpose of Five Types of White Blood Cells Automatic Counting

  Grzegorz Dralus, Damian Mazur, Konrad Lukiewicz, Michal Podpora, Jacek Bartman, Henryk Racheniuk et al.

  DOI: 10.1007/978-3-031-97554-7_29

• BioSkel - Towards a Framework for OMICS Applications

  Valentin Beauvais, Clémence Couton, Nicoló Tonci, Sébastien Limet, Lucile Mollet, Thierry Prazuck et al.

  DOI: 10.1007/978-3-031-97554-7_30

• Uncertainty Quantification of Thermal Damage in Hyperthermia as a Cancer Therapy

  Gustavo Coelho Martins, Gustavo Resende Fatigate, Marcelo Lobosco, Ruy Freitas Reis

  DOI: 10.1007/978-3-031-97554-7_31

• Bias in Dermatological Datasets: A Critical Analysis of the Underrepresentation of Dark Skin Tones in Melanoma Classification Images

  Tommaso Ruga, Ester Zumpano, Eugenio Vocaturo, Luciano Caroprese, Caterina Arlia

  DOI: 10.1007/978-3-031-97554-7_32

• Computational Health

• Simulation of Blood Flow in the Left Ventricle Considering Purkinje Fibers

  Misaki Iwai, Yusuke Nishiya, Masashi Yamakawa, Ayato Takii, Yusei Kobayashi, Takahiro Ikeda et al.

  DOI: 10.1007/978-3-031-97557-8_1

• ViT-SE_Res: A Hybrid Vision Transformer and ResNet50V2 with Squeeze-And-Excitation Block for Cervical Cell Classification

  Betelhem Zewdu Wubineh, Andrzej Rusiecki, Krzysztof Halawa

  DOI: 10.1007/978-3-031-97557-8_2

• MedCT: A Clinical Terminology Graph for Generative AI Applications in Healthcare

  Ye Chen, Dongdong Huang, Yuqiang Shen, Haoyun Xu, Lin Sheng, Qingli Zhou et al.

  DOI: 10.1007/978-3-031-97557-8_3

• A Fractional Computation Based Deep Learning Framework for Silicosis Detection

  Rinki Sharma, Priyanka Harjule

  DOI: 10.1007/978-3-031-97557-8_4

• Combining XAI and Graph Cuts for Skin-Lesion Segmentation

  Zyad Husni, Uwe Jaekel, Babette Dellen

  DOI: 10.1007/978-3-031-97557-8_5

• Accelerating Two-Dimensional k-Wave Ultrasound Simulations Through Pruned FFT: A Treatment Planning Optimisation

  Ondrej Olsak, David Bayer, Jiri Jaros

  DOI: 10.1007/978-3-031-97557-8_6

• A Computational Framework for Modelling Biomechanical Tumour Dynamics and Tissue Interactions: A Proof-of-Concept in Pleural Mesothelioma

  Sacha Gijsbers, Valeria Krzhizhanovskaya, Stefano Trebeschi, Vivek M. Sheraton

  DOI: 10.1007/978-3-031-97557-8_7

• Towards Sensitivity Analysis: 3D Venous Modelling in the Lower Limb

  Magdalena Otta, Karol Zając, Maciej Malawski, Ian Halliday, Chung Lim, Janice Tsui et al.

  DOI: 10.1007/978-3-031-97557-8_8

• Cross-Scale Modeling of Healthcare Norms and Patient Features Dynamics with Interpretable Machine Learning

  Chao Li, Dutao Zhang, Fei Ren, Sergey Kovalchuk

  DOI: 10.1007/978-3-031-97557-8_9

• Automatic Detection and Segmentation of Coronary Artery Stenosis in Coronary Angiography Images

  Dmitrii Evtyukhov, Georgy Kopanitsa, Oleg Metsker, Aleksandr Mogilevskii, Alexey Yakovlev, Sergey Kovalchuk

  DOI: 10.1007/978-3-031-97557-8_10

• Explainable Artificial Intelligence for Doctors Decision Support in Diagnosing Spinal Pathologies

  Aleksandra Vatian, Alexey Zubanenko, Pavel Ulyanov, Alexander Golubev, Artem Beresnev, Natalia Gusarova

  DOI: 10.1007/978-3-031-97557-8_11

• Predicting Disease Transmission Rates for Hybrid Modeling of Epidemic Outbreaks: Statistical and Machine Learning Approaches

  Maria Koshkareva, Elizabetty Guseva, Alyona Sharova, Vasiliy Leonenko

  DOI: 10.1007/978-3-031-97557-8_12

• Lightweight Heterogeneous SEIR Models for Epidemic Surveillance in Russian Cities: Turning Synthetic Populations Into Equations

  Andrey Korzin, Vasiliy Leonenko

  DOI: 10.1007/978-3-031-97557-8_13

• Is Health Systems Sustainability Measurable? - Operationalizing SDG Targets Using SSP-TOPSIS Approach

  Aleksandra Bączkiewicz, Jarosław Wątróbski, Iga Rudawska

  DOI: 10.1007/978-3-031-97557-8_14

• Computational Modeling and Artificial Intelligence for Social Systems

• Automatic Detection and Identification of Causal Relationships in Polish Legal Texts

  Łukasz Kurant

  DOI: 10.1007/978-3-031-97557-8_15

• A Parameter-Free Model for the Online Spread of Far-Right Messages: Combining Agent-Based Models with Large-Language Models

  Stephen Zhong, Nathalie Japkowicz, Frédéric Amblard, Philippe J. Giabbanelli

  DOI: 10.1007/978-3-031-97557-8_16

• Accelerated Approximation of Bellman Equation Solutions: Agent Policy Optimization With a Feedforward Neural Network

  Victoria M. Garibay

  DOI: 10.1007/978-3-031-97557-8_17

• Simulation-Based Inference in Agent-Based Models Using Spatio-Temporal Summary Statistics

  Eric Dignum, Harshita Choudhary, Mike Lees

  DOI: 10.1007/978-3-031-97557-8_18

• Emergent Communication in Merging Artificial Agent Populations

  Piotr M. Kosela

  DOI: 10.1007/978-3-031-97557-8_19

• MAVS: An Ensemble-Based Multi-agent Framework for Fake News Detection

  Dhruv Tyagi, Anurag Singh, Hocine Cherifi

  DOI: 10.1007/978-3-031-97557-8_20

• Evolutionary Game Selection Leads to Emergent Inequality

  Isaak Mengesha, Debraj Roy

  DOI: 10.1007/978-3-031-97557-8_21

• Computational Optimization, Modelling and Simulation

• Enhancing Gaussian Mixture Model Fitting via Equiprobable Binning and Adaptive Differential Evolution

  Wojciech Achtelik, Maciej Smołka

  DOI: 10.1007/978-3-031-97557-8_22

• Asymptotics in Curve Estimation by Modified Cubic Spline and Exponential Parameterization

  Ryszard Kozera, Lyle Noakes, Magdalena Wilkołazka

  DOI: 10.1007/978-3-031-97557-8_23

• Physics Informed Neural Networks for Non-stationary Material Science Problems

  Paweł Maczuga, Tomasz Służalec, Łukasz Sztangret, Danuta Szeliga, Marcin Łoś, Maciej Paszyński

  DOI: 10.1007/978-3-031-97557-8_24

• Adaptive Global Modeling Using Neural Networks with Deep Ensembles and Space-Filling Sequences

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

  DOI: 10.1007/978-3-031-97557-8_25

• Automated Antenna Design Using Computational Intelligence and Numerical Optimization

  Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson

  DOI: 10.1007/978-3-031-97557-8_26

• Near-Optimal Mixed Partial Replications Versus Uniform Replication

  Ralf Vamosi

  DOI: 10.1007/978-3-031-97557-8_27

• Hybrid Subgradient and Simulated Annealing Method for Hemivariational Inequalities

  Piotr Bartman-Szwarc, Adil M. Bagirov, Anna Ochal

  DOI: 10.1007/978-3-031-97557-8_28

• Reduced-Order Modeling of Compressible Flows Using Supervised Dimensionality Reduction

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

  DOI: 10.1007/978-3-031-97557-8_29

• Exact and Approximate Methods for Solving the Edge-Strength Problem

  Eduardo Rodriguez-Tello, Eric Monfroy, Claudia Vasconcellos-Gaete

  DOI: 10.1007/978-3-031-97557-8_30

• Computational Science and AI for Addressing Complex and Dynamic Societal Challenges Equitably

• Temporal-Aware Social Bot Detection with Graph Contrastive Learning

  Weiguang Wang, Tianning Zang, Xiaoyu Zhang

  DOI: 10.1007/978-3-031-97564-6_1

• Bias or Justice? Analyzing LLM Sentencing Variability in Theft Indictments Across Gender, Ethnicity, and Education Factors

  Karol Struniawski, Ryszard Kozera, Aleksandra Konopka

  DOI: 10.1007/978-3-031-97564-6_2

• Minimally Supervised Hierarchical Domain Intent Learning for CRS

  Safikureshi Mondal, Subhasis Dasgupta, Amarnath Gupta

  DOI: 10.1007/978-3-031-97564-6_3

• Computer Graphics, Image Processing and Artificial Intelligence

• A New Technique for Enhanced Monochrome Visualization of Non-visual Data

  Andrzej Śluzek

  DOI: 10.1007/978-3-031-97564-6_4

• SupResDiffGAN a New Approach for the Super-Resolution Task

  Dawid Kopeć, Wojciech Kozłowski, Maciej Wizerkaniuk, Dawid Krutul, Jan Kocoń, Maciej Zięba

  DOI: 10.1007/978-3-031-97564-6_5

• Optimized Custom CNN for Real-Time Tomato Leaf Disease Detection

  Tabia Tanzin Prama, Mangsura Kabir Oni

  DOI: 10.1007/978-3-031-97564-6_6

• ConvNeXt Fine-Tuning for Accurate Classification of 300 Cooking Ingredients

  Nhan Thanh Tran, Vuong Quoc Le, Thinh Ba Le, Duc Le Tai Nguyen, Long Phi Nguyen, Khanh Hong Vo

  DOI: 10.1007/978-3-031-97564-6_7

• Universal Deepfake Detection Across Various Image Generators Based on Data from Diffusion Models

  Karolina Łȩcka, Andrzej Rusiecki

  DOI: 10.1007/978-3-031-97564-6_8

• Hybrid Procedural Level Generation Using Wave Function Collapse and Genetic Algorithms

  Anton Karpetskyi, Piotr Napieralski, Dominik Szajerman

  DOI: 10.1007/978-3-031-97564-6_9

• Enhancing AI Face Realism: Cost-Efficient Quality Improvement in Distilled Diffusion Models with a Fully Synthetic Dataset

  Jakub Wąsala, Bartłomiej Wrzalski, Kornelia Noculak, Yuliia Tarasenko, Oliwer Krupa, Jan Kocoń et al.

  DOI: 10.1007/978-3-031-97564-6_10

• Deep Learning Classification of Blackcurrant Genotypes by Ploidy Levels on Stomata Microscopic Images

  Aleksandra Konopka, Karol Struniawski, Ryszard Kozera, Luciano Ortenzi, Agnieszka Marasek-Ciołakowska, Aleksandra Machlańska

  DOI: 10.1007/978-3-031-97564-6_11

• Advanced Graph-Based Object Segmentation in Large-Scale 3D Point Clouds

  Marcin Mazur, Marcin Daszuta, Dominik Szajerman, Piotr Napieralski

  DOI: 10.1007/978-3-031-97564-6_12

• BVH Trees of Many Dynamic Lights for Real-Time Ray Tracing

  Hubert Sosnowski, Dominik Szajerman

  DOI: 10.1007/978-3-031-97564-6_13

• Transferability of UNet-Based Downscaling Model for High-Resolution Temperature Data Across Diverse Regions

  Marc Benitez, Mirta Rodriguez, Javier Panadero, Omjyoti Dutta, Tomas Margalef

  DOI: 10.1007/978-3-031-97564-6_14

• Bayesianization of ML Models in Forecasting Small Data Sequences with Missing Values

  Aleksandra Vatian, Ivan Tomilov, Keram Goguev, Oksana Romakina, Anna Arsenyeva, Dmitry Dobrenko et al.

  DOI: 10.1007/978-3-031-97564-6_15

• Enhancing Medical Image Analysis with Multi-Task Learning Using Visual Transformers

  Aleksandra Vatian, Ivan Tomilov, Mikhail Gritskikh, Natalia Dobrenko, Anton Kharytonov, Yuliya Valitova et al.

  DOI: 10.1007/978-3-031-97564-6_16

• Bat Algorithm for Automatic Chaos Control Method Driven by Multiplicative Pulses to the System Variables on the Logistic Map

  Akemi Gálvez, Andrés Iglesias

  DOI: 10.1007/978-3-031-97564-6_17

• Computing and Data Science for Materials Discovery and Design

• Domain Specific Language for Materials Modeling

  Ivan Kondov, Rodrigo Cortés Mejía, Marvin Müller, Nikolai Pfisterer, Sruthy Sreenivasan

  DOI: 10.1007/978-3-031-97564-6_18

• Structural Response of Bijels Stabilized by Ellipsoidal Magnetic Particles

  Nikhil Karthikeyan, Ulf D. Schiller

  DOI: 10.1007/978-3-031-97564-6_19

• Data-Driven Prediction of Glass Transition Temperature Using Molecular Structural Features

  Sunny Kaushik, Rohit Mogli, Riddhika Mahalanabis, Balakrishnan Ashok

  DOI: 10.1007/978-3-031-97564-6_20

• Exploration and Learning Algorithms Used for Predicting Casting Properties

  Sandra Gajoch, Łukasz Marcjan, Mateusz Witkowski, Adam Bitka, Krzysztof Jaśkowiec, Marcin Małysza et al.

  DOI: 10.1007/978-3-031-97564-6_21

• Physics Informed Neural Networks for a Wigner-Fokker-Planck Model of Open Quantum Systems

  Isaul Garcia, Jose Morales Escalante

  DOI: 10.1007/978-3-031-97564-6_22

• Large Language Models and Intelligent Decision-Making within the Digital Economy

• Dataset Distillation via Kantorovich-Rubinstein Dual of Wasserstein Distance

  Muyang Li, Jiayu Xue, Yong Shi

  DOI: 10.1007/978-3-031-97564-6_23

• Predicting Stock Prices with ChatGPT-Annotated Reddit Sentiment: Hype or Reality?

  Mateusz Kmak, Kamil Chmurzyński, Kamil Matejuk, Paweł Kotzbach, Jan Kocoń

  DOI: 10.1007/978-3-031-97564-6_24

• AIOps for Reliability: Evaluating Large Language Models for Automated Root Cause Analysis in Chaos Engineering

  Tomasz Szandała

  DOI: 10.1007/978-3-031-97564-6_25

• Machine Learning and Data Assimilation for Dynamical Systems

• Cluster-Based Reduced-Order Modelling and Control for Chaotic Systems with Extreme Events

  Yuxuan Yang, Nguyen Anh Khoa Doan

  DOI: 10.1007/978-3-031-97567-7_1

• First Experiences on Exploiting Physics-Informed Neural Networks for Approximating Solutions of a Biological Model

  Attilio Di Vicino, Pasquale De Luca, Livia Marcellino

  DOI: 10.1007/978-3-031-97567-7_2

• A Machine Learning System for Energy Forecasting with Feature Importance Analysis

  Marcin Zalasinski, Tomasz Szczepanik, Piotr Dobosz

  DOI: 10.1007/978-3-031-97567-7_3

• Latent Three-Dimensional Variational Data Assimilation with Convolutional Autoencoder and LSTM for Flood Forecasting

  Kun Wang, Gabriele Bertoli, Kai Schröter, Enrica Caporali, Matthew D. Piggott, Yanghua Wang et al.

  DOI: 10.1007/978-3-031-97567-7_4

• Online Model Learning with Data-Assimilated Reservoir Computers

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  DOI: 10.1007/978-3-031-97567-7_5

• Data-Assimilated Model-Based Reinforcement Learning for Partially Observed Chaotic Flows

  Defne Ege Ozan, Andrea Nóvoa, Luca Magri

  DOI: 10.1007/978-3-031-97567-7_6

• SHAP-Prioritised Machine Learning for Diagnostic-Grade Prediction of Lung Function

  Oliver Pitts, Salman Siddiqui, Anand Shah, Alex Bell, Christopher Brightling, David Singh et al.

  DOI: 10.1007/978-3-031-97567-7_7

• Turn Detection in Alpine Skiing Using Smartphone Sensors

  Jakub Robak, Wojciech Turek

  DOI: 10.1007/978-3-031-97567-7_8

• Assimilation of Data for Dynamic Digital Twins by Learning Covariance Information

  Tolga Çağlar, Ilkay Altıntaş, Raymond A. de Callafon

  DOI: 10.1007/978-3-031-97567-7_9

• Multi-Criteria Decision-Making: Methods, Applications, and Innovations

• Issues Importance Analysis for Reaching High-Quality Consensus in Preference-Based Conflict Scenarios

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  DOI: 10.1007/978-3-031-97567-7_10

• Integrating Conflict Analysis and Rule-Based Systems for Dispersed Data Classification

  Małgorzata Przybyła-Kasperek, Katarzyna Kusztal

  DOI: 10.1007/978-3-031-97567-7_11

• Multicriteria Framework for Digital Content Design and Evaluation in Cross-Generational Targeting

  Agnieszka Olejnik-Krugly, Kamil Bortko, Gracjan Jasnos, Jarosław Jankowski

  DOI: 10.1007/978-3-031-97567-7_12

• Integrating Habituation Effects with UCB and Softmax Multi-Armed Bandit Algorithms for Optimized Digital Content Delivery

  Kamil Bortko, Kacper Fornalczyk, Jarosław Jankowski

  DOI: 10.1007/978-3-031-97567-7_13

• Computational Risk Assessment in Water Distribution Network

  Yas Barzegar, Atrin Barzegar, Stefano Marrone, Laura Verde, Francesco Bellini, Patrizio Pisani

  DOI: 10.1007/978-3-031-97567-7_14

• Preserving Informative Content of Condition Attributes in Data Transformations for CRSA

  Urszula Stańczyk, Beata Zielosko, Grzegorz Baron

  DOI: 10.1007/978-3-031-97567-7_15

• Using SSP-VIKOR in Sustainable Share of Renewable Energy Sources Assessment

  Aleksandra Bączkiewicz, Jakub Dowejko

  DOI: 10.1007/978-3-031-97567-7_16

• Decision-Making of Homogeneous Multiple Classifiers Based on Attribute Characterisation by Discretisation

  Urszula Stańczyk, Beata Zielosko, Grzegorz Baron

  DOI: 10.1007/978-3-031-97567-7_17

• New Multi-Criteria Approach to Sustainable Development Assessment

  Jarosław Wątróbski

  DOI: 10.1007/978-3-031-97567-7_18

• Compromise Fuzzy Ranking: a Novel Method for Reaching Consensus in Complex Multi-criteria Decision Problems

  Bartosz Paradowski, Jakub Więckowski, Wojciech Sałabun

  DOI: 10.1007/978-3-031-97567-7_19

• A New Approach to Large-Scale Multi-criteria Group Decision-Making Based on the RANCOM Method

  Jakub Wiȩckowski, Bartłomiej Kizielewicz, Wojciech Sałabun

  DOI: 10.1007/978-3-031-97567-7_20

• Towards Sustainable Decision Making: New Reference Point-Based MCDA Method

  Artur Karczmarczyk, Jarosaw Wątróbski

  DOI: 10.1007/978-3-031-97567-7_21

• An Adaptive RANCOM-ST Method for Bias Reduction Using Statistical Thresholds

  Anna Shkurina

  DOI: 10.1007/978-3-031-97567-7_22

• Strong Sustainability Paradigm in TOPSIS Method: New Approach to Wind Farm Selection Problem

  Artur Karczmarczyk, Wojciech Drożdż, Aleksandra Karczmarczyk, Jarosław Wątróbski

  DOI: 10.1007/978-3-031-97567-7_23

• Aspects of Implementing RPA in an IT Company

  Witold Chmielarz, Anna Sołtysik-Piorunkiewicz, Artur Vasylkov

  DOI: 10.1007/978-3-031-97567-7_24

• Evaluating Sufficiency Practices for Sustainable Competitiveness Using Grey-AHP Analysis

  Agnieszka Karman

  DOI: 10.1007/978-3-031-97567-7_25

• Actionable Fire Modeling in Firemap for Extended Attack Decision Support

  Ilkay Altintas, Shweta Purawat, Daniel Crawl, Jessica Block, Jenny Lee, Adrienne Breland et al.

  DOI: 10.1007/978-3-031-97567-7_26

• The Role of Preference Reidentification in MCDA: Comparing Weight-Based, Normalization, and Reference-Object Approaches

  Bartłomiej Kizielewicz

  DOI: 10.1007/978-3-031-97567-7_27

• Subjective Equal Criteria Influence Approach (SECIA): A Novel Extended Approach to Weights Determination

  Bartosz Paradowski

  DOI: 10.1007/978-3-031-97567-7_28

• Local Markovian Consensus for Ranking Aggregation: A Novel Approach to Weak Ordinal Dominance

  Joanna Kołodziejczyk

  DOI: 10.1007/978-3-031-97567-7_29

• (Credible) Multiscale Modelling and Simulation

• Novel Hierarchical Decision Tree Frameworks Introducing Tree Method Bagging-Stump Integration and Height Optimization

  Małgorzata Przybyła-Kasperek, Benjamin Agyare Addo

  DOI: 10.1007/978-3-031-97570-7_1

• Modelling Heat Conduction Between Two Contacting Particles in Vacuum Insulation Panels Made with Granular Porous Media

  Ziyan Fu, Yizhuo Feng, Hanyuan Chen, Abdulahi Mohamed, Mizi Fan

  DOI: 10.1007/978-3-031-97570-7_2

• Multiscale Parallel Simulation of Malignant Pleural Mesothelioma via Adaptive Domain Partitioning – An Efficiency Analysis Study

  Anton Dolganov, Valeria Krzhizhanovskaya, Stefano Trebeschi, Vivek M. Sheraton

  DOI: 10.1007/978-3-031-97570-7_3

• Node-Level Performance of Adaptive Resolution in ls1 Mardyn

  Jose Alfonso Pinzon Escobar, Alex Hocks, Philipp Neumann

  DOI: 10.1007/978-3-031-97570-7_4

• A Multiscale Modeling Framework for Organizational Resilience: Integrating Agent-Based, Discrete Event, and System Dynamics Approaches

  Armin Kashefi, Faris Alwzinani

  DOI: 10.1007/978-3-031-97570-7_5

• mUQSA – An Online Service for Uncertainty Quantification and Sensitivity Analysis

  Bartosz Bosak, Piotr Kopta, Michał Kulczewski, Tomasz Piontek

  DOI: 10.1007/978-3-031-97570-7_6

• FUMEplot: A Prototype Tool for Automated Visualisation of Uncertainties in Ensemble Modelling Outputs

  Derek Groen, Jon McCullough, Yehor Yudin

  DOI: 10.1007/978-3-031-97570-7_7

• AI-Enhanced Agent-Based Modelling Approach for Forced Displacement Predictions

  Diana Suleimenova, Yani Xue, Auke Tas, William Low

  DOI: 10.1007/978-3-031-97570-7_8

• Numerical Algorithms and Computer Arithmetic for Computational Science

• On Floating Point Approximation of the Reciprocal Cube Root Function

  Cezary Walczyk, Pawel Gepner, Hatem Ltaief, Nataliia Gavkalova

  DOI: 10.1007/978-3-031-97570-7_9

• Fourier Error Analysis of Caputo Derivative Approximations Based on Lagrange Interpolation over Uniform Mesh

  Shweta Kumari, Mani Mehra

  DOI: 10.1007/978-3-031-97570-7_10

• Time and Energy Consumption of Multithreaded Matrix Factorization Using Various Compilers Optimizations

  Beata Bylina, Monika Piekarz, Jarosław Bylina

  DOI: 10.1007/978-3-031-97570-7_11

• Quantum Computing

• Modeling the Cyclic Bandwidth Problem in QUBO for Quantum Annealing

  Philippe Codognet, Eric Monfroy

  DOI: 10.1007/978-3-031-97570-7_12

• Optimization Framework for Reducing Mid-circuit Measurements and Resets

  Yanbin Chen, Innocenzo Fulginiti, Christian B. Mendl

  DOI: 10.1007/978-3-031-97570-7_13

• Quantum-Classical Dual Kernel SVMs for Power Quality Classification

  Dhana Phassadawongse, Stephen John Turner

  DOI: 10.1007/978-3-031-97570-7_14

• Quantum-Aware Transformer Model for State Classification

  Przemysław Sekuła, Michał Romaszewski, Przemysław Głomb, Michał Cholewa, Łukasz Pawela

  DOI: 10.1007/978-3-031-97570-7_15

• Hyperspectral Image Segmentation with a Machine Learning Model Trained Using Quantum Annealer

  Dawid Mazur, Tomasz Rybotycki, Piotr Gawron

  DOI: 10.1007/978-3-031-97570-7_16

• Classification of the Polish Handwritten Letters by the Use of Quantum Convolutional Neural Network

  Joanna Wiśniewska, Marek Sawerwain

  DOI: 10.1007/978-3-031-97570-7_17

• Retrieval-Augmented Generation

• AggTruth: Contextual Hallucination Detection Using Aggregated Attention Scores in LLMs

  Piotr Matys, Jan Eliasz, Konrad Kiełczyński, Mikołaj Langner, Teddy Ferdinan, Jan Kocoń et al.

  DOI: 10.1007/978-3-031-97570-7_18

• CiteVerifier: How Good Are Citation Verifiers and How to Use Them?

  Konrad Wojtasik, Tymoteusz Dolega, Maciej Piasecki

  DOI: 10.1007/978-3-031-97570-7_19

• From Statement of Facts to Statutory Provisions - Efficient Retrieval of Relevant Legislation

  Aleksander Smywiński-Pohl, Magdalena Król, Piotr Mirosław

  DOI: 10.1007/978-3-031-97570-7_20

• PoliChat: Retrieval Augmented Generation on University Documents and Regulations

  Konrad Wojtasik, Adrian Berdowski, Inez Okulska, Maciej Piasecki

  DOI: 10.1007/978-3-031-97570-7_21

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

• Isogeometric Galerkin-Characteristic Analysis for Miscible Flows in Porous Media

  Abdelouahed Ouardghi, Ilham Asmouh

  DOI: 10.1007/978-3-031-97570-7_22

• An Unconditionally Stable Parallel Splitting Algorithm for the Coupled Stokes-Parabolic Equation Based on the Three-Field Biot Model

  Jijing Zhao, Shuyu Sun

  DOI: 10.1007/978-3-031-97570-7_23

• A Thermodynamically Consistent Model for Compressible Fluid Flow in Fractured Porous Elastic Media

  Dongchun Tang, Minfu Feng, Shuyu Sun

  DOI: 10.1007/978-3-031-97570-7_24

• DarcyLite Modules for a Property-Preserving Transport Solver

  Jiangguo Liu, Boyang Yu, Yingli Li

  DOI: 10.1007/978-3-031-97570-7_25

• Natural Convection in Periodically Heated Porous-Fluid Systems Under Local Thermal Non-Equilibrium Conditions: A Numerical Study for Enhanced Thermal Management

  Marina Astanina, Mikhail Sheremet

  DOI: 10.1007/978-3-031-97570-7_26

• Development of a Library for Far-Field Sonic Boom Prediction in OpenFOAM

  Artem Maslov, Andrey Epikhin

  DOI: 10.1007/978-3-031-97570-7_27

• Numerical Analysis of Dolphin Kick in Competitive Swimming with Free Surface Effects

  Ayato Takii, Naoki Kabuo, Masashi Yamakawa, Yusei Kobayashi, Shinichi Asao, Seiichi Takeuchi et al.

  DOI: 10.1007/978-3-031-97570-7_28

• DNS of Bubble Dynamics in the Wobbling Regime Using the Unstructured Conservative Level-Set Method

  Néstor Balcázar-Arciniega, Joaquim Rigola, Assensi Oliva

  DOI: 10.1007/978-3-031-97570-7_29

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

• Formal Security Analysis of the Authentication Protocol in Smart Cities Using AVISPA

  Hyewon Park, Yohan Park

  DOI: 10.1007/978-3-031-97573-8_1

• Automatic Help Summoning Through Speech Analysis on Mobile Devices

  Bożena Małysiak-Mrozek, Paweł Wojaczek, Krzysztof Tokarz, Vaidy Sunderam, Dariusz Mrozek, Jean-Charles Lamirel

  DOI: 10.1007/978-3-031-97573-8_2

• Leveraging Graph Digital Twin for Fault Detection and Improved Power Grid Stability in Smart Cities

  Anubhav Mendhiratta, Craig Fernandes, Dharini Hindlatti, Divyansh Vinayak, Chandrashekhar Pomu Chavan

  DOI: 10.1007/978-3-031-97573-8_3

• PEMS-API: Malware Classification Using Parameter-Enhanced Multi-dimensional API Sequence Features

  Han Miao, Wen Wang, Wanqian Zhang, Feng Liu

  DOI: 10.1007/978-3-031-97573-8_4

• The Effectiveness of Visual Attention Patterns in the Process of Spatial Exploration in a 3D Video Game Environment

  Bartosz Krukowski, Mateusz Zawisza, Aneta Wiśniewska, Adam Wojciechowski, Rafał Szrajber

  DOI: 10.1007/978-3-031-97573-8_5

• A New Way to Generate Urban Environments for Video Games Using the Architectural Impression Curve Method

  Andrzej Sasinowski, Aneta Wiśniewska, Jarosław Andrzejczak, Adam Wojciechowski, Rafał Szrajber

  DOI: 10.1007/978-3-031-97573-8_6

• Enhancing Learning in Augmented Reality (AR): A Deep Learning Framework for Predicting Memory Retention in AR Environments

  Onyeka J. Nwobodo, Godlove Suila Kuaban, Kamil Wereszczyński, Krzysztof A. Cyran

  DOI: 10.1007/978-3-031-97573-8_7

• Solving Problems with Uncertainty

• Unified and Diverse Coalition Formation in Dispersed Data Classification – A Conflict Analysis Approach with Weighted Decision Trees

  Małgorzata Przybyła-Kasperek, Jakub Sacewicz

  DOI: 10.1007/978-3-031-97573-8_8

• From Uncertainty to Semantics in Self-reported Data: An Empirical Analysis

  Salvatore F. Pileggi, Gnana Bharathy

  DOI: 10.1007/978-3-031-97573-8_9

• Uncertainties in Modeling Psychological Symptom Networks: The Case of Suicide

  Valeria Epelbaum, Sophie Engels, Rory O’Connor, Denny Borsboom, Derek De Beurs, Valeria Krzhizhanovskaya

  DOI: 10.1007/978-3-031-97573-8_10

• Making Astrometric Solver Tractable Through In-Situ Visual Analytics

  Konstantin Ryabinin, Wolfgang Löffler, Olga Erokhina, Gerasimos Sarras, Michael Biermann

  DOI: 10.1007/978-3-031-97573-8_11

• Scheduling in Workflow-as-a-Service Model with Pre-parameterized DAG Using Inaccurate Estimates

  Victor Toporkov, Dmitry Yemelyanov, Artem Bulkhak

  DOI: 10.1007/978-3-031-97573-8_12

• Global Sensitivity Analysis for a Mathematical Model of the General Escape Theory of Suicide

  Sophie Engels, Valeria Epelbaum, Shirley B. Wang, Derek de Beurs, Valeria Krzhizhanovskaya

  DOI: 10.1007/978-3-031-97573-8_13

• Multidimensional Granular Approach to Solving Fuzzy Complex System of Linear Equations

  Marek Landowski

  DOI: 10.1007/978-3-031-97573-8_14

• An Algorithm for Calculating the Multidimensional Solution of the Fuzzy Sylvester Matrix Equation

  Marek Landowski

  DOI: 10.1007/978-3-031-97573-8_15

• Modelling Extreme Uncertainty: Queues with Pareto Inter-arrival Times and Pareto Service Times

  Raul Ramirez-Velarde, Cristobal Pareja-Flores, Neil Hernandez-Gress, Laura Hervert-Escobar

  DOI: 10.1007/978-3-031-97573-8_16

• Teaching Computational Science

• Best Practices in Teaching Digitization and Process Automation - A Case Study of Warsaw University of Technology

  Wojtachnik Robert, Gavkalova Nataliia, Krawiec Jerzy, Martin John

  DOI: 10.1007/978-3-031-97573-8_17

• Contrast Computation for Improved Visibility and User Experience in Educational Interfaces

  Agnieszka Olejnik-Krugly, Anna Lewandowska, Maja Dzisko, Jarosław Jankowski

  DOI: 10.1007/978-3-031-97573-8_18

• The Role of Sustainability Competences for IT Systems Engineers

  Aleksander Buczacki, Bartlomiej Gladysz, Aldona Kluczek, Krzysztof Krystosiak, Krzysztof Ejsmont, Izabela Malenczyk et al.

  DOI: 10.1007/978-3-031-97573-8_19

• Smart Product-Service System for Intelligent Welding System

  Mariusz Salwin, Tomasz M. Chmielewski

  DOI: 10.1007/978-3-031-97573-8_20

• The Use of Artificial Intelligence and Virtual Computer Laboratories to Develop Computer Science Education

  Andrzej Kamiński, Martyna Wybraniak-Kujawa, Sergio Iserte, Jerzy Krawiec

  DOI: 10.1007/978-3-031-97573-8_21

• Exploring AI Applications in Business: Case Studies on Key Competencies for Professionals

  Aleksandra Kopyto, Mahtab Afsari, Bartosz Wachnik

  DOI: 10.1007/978-3-031-97573-8_22

• The Use of the Chat GPT to Solve Mathematical Programming Tasks: A Didactic Experiment with the Participation of Warsaw University of Life Sciences Students

  Włodzimierz Wojas, Piotr Stachura

  DOI: 10.1007/978-3-031-97573-8_23

• Service-Oriented Architecture: Learning with Generative AI and AWS

  Marcela Castro León, Dolores Rexachs, Emilio Luque

  DOI: 10.1007/978-3-031-97573-8_24