Computational Science - ICCS 2025, Kartoniert / Broschiert

Klappentext

ICCS 2025 Main Track Short Papers.- A Method for Handling Negative Similarities in Explainable Graph Spectral Clustering of Text Documents.- Preliminary Comparison of Different EDs Performance, using Simulation.- Efficient Peptide MRM Transition Prediction via Convolutional Hashing.- Comparison of Crash Simulations on Two Types of Flying Cars.- Centrality Resilience in Complex Networks.- A Customizable Agent-Based Simulation Framework for Emergency Departments.- Leveraging Positional Bias of LLM In-context Learning with Class-few-shot and Maj-Min Alternating Ordering.- Remote Sensing AI for Crop Planting in Wildfire Fuel Mapping.- Regularization Algorithm for Eliminating Singularities in the PIES Formula for 3D Multidomain Orthotropic Problems.- Advancing Bird Species Classification: A Fusion of Audio and Image Data.- Prototype-pairs Decomposition for Extracting Simple and Meaningful Rules.- Fast Prediction of Job Execution Times in the ALICE Grid Through GPU-Based Inference with Quantization and Sparsity Techniques.- Reversible Data Hiding in Encrypted Images with Pixel Prediction and ERLE Compression.- Information Flow Between Neighboring Housing Markets: A Case from the Seoul Metropolitan Area.- A Bi-Stage Framework for Automatic Development of Pixel-Based Planar Antenna Structures.- Investigation of CUDA Graphs Performance for Selected Parallel Applications.- Instance Selection by Fast Local Set Border Selector.- Modelling the Transient Evolution of Queues in Plugged-in Electric Vehicles (PEV) Fast Charging Stations.- Is Heterogeneous Model Soup Tasty? A Multidimensional Evaluation of Diverse Model Soups in Language Model Alignment.- Performance Evaluation of IMS/NGN Network with SDN-Based Transport Stratum.- Variable Resolution Machine Learning for Rapid Multi-Criterial Antenna Design.- A Fast and Scalable Genomic Data Compressor for Multicore Clusters.- Augmenting Ontologies with Competency Questions and Distant Supervision.- Modeling Firm Birth and Death Dynamics using Survival Fractions and Age Distributions.- Enhancing Sentiment Analysis through Multimodal Fusion: A BERT-DINOv2 Approach.- Modeling Parallel AI Applications for Performance Analysis on Cloud Environments.- Simplified Swarm Learning Framework for Robust and Scalable Diagnostic Services in Cancer Histopathology.- A Fast MPI-based Distributed Hash-Table as Surrogate Model for HPC Applications.- Rockburst Forecasting using Composite Modeling for Seismic Sensors Data.- Accelerating LBM with C++ STL Asynchronous Parallel Model.- Accelerating Cloud-Based Transcriptomics: Performance Analysis and Optimization of the STAR Aligner Workflow.- Adaptive Modular Housing Design for Crisis Situations.- Evaluating Parameter-Based Training Performance of Neural Networks and Variational Quantum Circuits.- Towards an Open Science -- an Academic Recommendation Cloud Platform.- Algorithm Selection in Short-Range Molecular Dynamics Simulations.- SOPMOA*: Unleashing Shared-Open Parallelism for High-Performance Multi-Objective Pathfinding.- From Recursion to Parallelism: Plug & Play Dynamic Programming.- NeoN: A Tool for Automated Detection, Linguistic and LLM-Driven Analysis of Neologisms in Polish.- Surrogate Models for Analyzing Performance Behavior of HPC Applications Using RAJAPerf.- Cattle Identification using 2D Mask Retention Network.- Scaling Dynamics of the Electricity Utility Sector: Assessing the Role of Agglomeration Externalities and Sensitivity to Population Cutoffs in Spatial Dynamics Across European Regions.- Pollution Simulations and In-field Measurements Performed in March at Longyearbyen, Spitsbergen.- Reversed Model Verification by Inferring Conceptual Models from Simulation Code.- GPU-Accelerated Out-of-Core HMM Inference with Concurrent CUDA St