Computational Science and Its Applications - ICCSA 2025 (eBook, PDF)

25th International Conference, Istanbul, Turkey, June 30 - July 3, 2025, Proceedings, Part III
Redaktion: Gervasi, Osvaldo; Apduhan, Bernady O.; C. Rocha, Ana Maria A.; Taniar, David; Karaca, Yeliz; Garau, Chiara; Murgante, Beniamino

• Format: PDF

Produktbeschreibung

The three-volumes LNCS 15648, 15649, 15650 set constitutes the refereed proceedings of the 25th International Conference on Computational Science and Its Applications - ICCSA 2025, held in Istanbul, Turkey, during June 30-July 3, 2025.

The 71 full papers, 6 short papers, and 1 PHD showcase paper were carefully reviewed and selected from 269 submissions. The papers have been organized in topical sections as follows:

Part I: Computational Methods, Algorithms and Scientific Applications; High Performance Computing and Networks; Geometric Modeling, Graphics and Visualization; Advanced and Emerging Applications; Information Systems and Technologies; Urban and Regional Planning.

Part II: Information Systems and Technologies;

Part III: Information Systems and Technologies; Urban and Regional Planning; PHD Showcase Paper; Short papers.

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Produktdetails

• Verlag: Springer Nature Switzerland
• Seitenzahl: 388
• Erscheinungstermin: 27. Juni 2025
• Englisch
• ISBN-13: 9783031969621
• Artikelnr.: 74745941

Inhaltsangabe

Information Systems and Technologies.- Improving Anomaly Detection in Network Tra c Using Choquet-Based Feature Engineering for Random Forest and XGBoost Models.- LLMs and Finetuning: Benchmarking cross-domain performance for hate speech detection.- Machine Learning-Based Solar Radiation Forecasting for Green Hydrogen Production.- Ties that mobilize: predicting sustained online protest participation from early social media reactions.- MobileTestPro: Testing Framework for Mobile Application.- Small-to-Large: Proportional Uniform Distribution Weights Transferring to Reduce Energy Consumption of Training the Models with Fully Connected Layers.- A Review of Comparative Studies on Performance Evaluation of Communication Mechanisms for Microservices.- A review on computer vision-based object and safe navigation zone identi cation for Autonomous Vehicles and Advanced Driver Assistance Systems (ADAS).- Assessing the Relationship Between DevOps Practices and Customer Satisfaction: A Preliminary Analysis.- Enhancing Money Laundering Detection: A Comparative Study of Machine Learning Techniques and Sampling Methods.- Beyond the Like Button: Predicting How Risks Impact Trust on Instagram
S-Commerce.- STEAMigPOWER: Empowering Migrants Through Inclusive STEAM Education Introduction: Education as a Lifeline in the Migration Crisi.- Urban and Regional Planning.- SUPERTRENTO: a practice-led design process for urban transformation.- Dynamic Parking Space Allocation for Real-Time Urban Management.- Well-Being in Italy: A Comprehensive Statistical Analysis Beyond GDP.- Composite indicators for performance evaluation in healthcare.- Territorial Dynamics of Housing: Structural Patterns, Market Accessibility, and Public Policy Implications.- Enhancing Malaria Control in Nigeria: A Data-Driven Approach to Prioritizing Insecticide-Treated Net Assessment.- Governance matters! Developing the foundations for a Transnational Integrated Planning Network.- Application of Machine-Learning Techniques for Water Quality Assessment in Coastal Environments: A Case Study of the Jacarepaguá Lagoon System at Rio de Janeiro/BR.- PHD Showcase Papers.- CFD Prediction of Slot Jet Impingement Heat Transfer.- Short Papers- Classi cation of Strawberry Maturity Level from Images Using Supervised Classi ers and Convolutional Neural Networks as Feature Extractors.- Software system for intelligent monitoring of storage systems through log analysis.- Unsupervised Learning for Calorimeter Response Correction: A WGAN-Based Method.- A Data-Driven Approach on Bioconvection Flow.- Finding sustainable clusters in supply chains dynamics via graph partitioning.- Implementation of Multiple Multiplicative Inverses Modulo 2w Using Intel AVX-512 Instructions.