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| Link zu diesem Datensatz | https://d-nb.info/1370695624 |
| Art des Inhalts | Konferenzschrift |
| Titel | Computational Science – ICCS 2025 : 25th International Conference, Singapore, Singapore, July 7–9, 2025, Proceedings, Part II / edited by Michael H. Lees, Wentong Cai, Siew Ann Cheong, Yi Su, David Abramson, Jack J. Dongarra, Peter M. A. Sloot |
| Person(en) |
Lees, Michael (Herausgeber) Cai, Wentong (Herausgeber) Cheong, Siew Ann (Herausgeber) Su, Yi (Herausgeber) Abramson, David (Herausgeber) Dongarra, Jack (Herausgeber) Sloot, Peter (Herausgeber) |
| Organisation(en) | SpringerLink (Online service) (Sonstige) |
| Ausgabe | 1st ed. 2025 |
| Verlag | Cham : Springer Nature Switzerland, Imprint: Springer |
| Zeitliche Einordnung | Erscheinungsdatum: 2025 |
| Umfang/Format | Online-Ressource, XIII, 324 p. 126 illus., 111 illus. in color. : online resource. |
| Andere Ausgabe(n) |
Printed edition:: ISBN: 978-3-031-97628-5 Printed edition:: ISBN: 978-3-031-97630-8 |
| Inhalt | ICCS 2025 Main Track Full Papers -- CommPlex: Community in Multiplexes - Definition and a Suite of Algorithms for Analysis -- i-QLS: Quantum-supported Algorithm for Least Squares Optimization in Non-Linear Regression -- Uncovering and Verifying Optimal Community Structure in Complex Networks: A MaxSAT Approach -- WebAA: Website Association Analysis via Multi-Resource Similarity Computation -- Exploring the Effect of Spatial Scales in Studying Urban Mobility Pattern -- NotiCorr: Exposing Social Relationships via Notification Traffic of Instant Messaging Applications -- PAWUK: Extensive Annotated Web Corpus of Ukrainian -- Assessing Physics Parameterizations using Evolutionary Computation -- Domain solutions obtained by the FPIES for potential 2D BVPs -- Detecting and Understanding Hateful Contents in Memes Through Captioning and Visual Question-Answering -- A GPU-Accelerated Interior Point Method with Applications in Radiation Therapy Optimization -- An Empirical Assessment of LLM-Based Approaches to Malicious Webpage Detection -- Physics Informed Neural Network Code for 2D Transient Problems (PINN-2DT) Compatible with Google Colab -- Dynamic Neural Network with Matrix-extended Residual Connections -- Proof of Training: Obtaining Verifiable ML Models by Delegating Training to a Blockchain Network -- Multiple-Meta-Instance Selection. Combining the Properties of Many Instance-Selection Methods -- Using B-spline Function Properties in the PIES Method to Handle Singularities in Boundary Value Problems -- cuTeBool: Fast and Scalable Boolean matrix factorization on GPUs using Tensor Cores -- Encrypted Malicious Traffic Detection Using Multi-Instance Learning -- Dimensionality Reduction in Product of Metric Spaces -- To Select or Not to Select? The Role of Meta-features Selection in Meta-learning Tasks with Tabular Data -- Simple Error Estimation for PIES in 2D Elasticity Problems |
| Persistent Identifier |
URN: urn:nbn:de:101:1-2507050408229.855019482746 DOI: 10.1007/978-3-031-97629-2 |
| URL | https://doi.org/10.1007/978-3-031-97629-2 |
| ISBN/Einband/Preis | 978-3-031-97629-2 |
| Sprache(n) | Englisch (eng) |
| Beziehungen | Lecture Notes in Computer Science ; 15904 |
| DDC-Notation | 006.3 (maschinell ermittelte DDC-Kurznotation) |
| Sachgruppe(n) | 004 Informatik |
| Online-Zugriff | Archivobjekt öffnen |
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