Katalog der Deutschen Nationalbibliothek
Ergebnis der Suche nach: "\"knowledge" and "and" and "language" and "processing\""
Treffer 22 von 558
|
|
| Link zu diesem Datensatz | https://d-nb.info/1362906735 |
| Titel | Informed Machine Learning / edited by Daniel Schulz, Christian Bauckhage |
| Person(en) |
Schulz, Daniel (Herausgeber) Bauckhage, Christian (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, 339 p. 98 illus., 87 illus. in color. : online resource. |
| Andere Ausgabe(n) |
Printed edition:: ISBN: 978-3-031-83096-9 Printed edition:: ISBN: 978-3-031-83098-3 Printed edition:: ISBN: 978-3-031-83099-0 |
| Inhalt | Preface -- 1. Introduction and Overview -- Part I. Digital Twins -- 2 Optimizing Cooling System Operations with Informed ML and a Digital Twin -- 3. AITwin - A Uniform Digital Twin Interface for Artificial Intelligence Applications -- Part II. Optimization -- 4. A Regression-based Predictive Model Hierarchy for Nonwoven Tensile Strength Inference -- 5. Machine Learning for Optimizing the Homogeneity of Spunbond Nonwovens -- 6. Bayesian Inference for Fatigue Strength Estimation -- 7. Incorporating Shape Knowledge into Regression Models -- Part III Neural Networks -- 8. Predicting Properties of Oxide Glasses Using Informed Neural Networks -- 9. Graph Neural Networks for Predicting Side Effects and New Indications of Drugs Using Electronic Health Records -- 10. On the Interplay of Subset Selection and Informed Graph Neural Networks -- 11. Informed Machine Learning Aspects for the Multi-Agent Neural Rewriter -- Part IV. Hybrid Methods -- 12. Training Support Vector Machines by Solving Differential Equations -- 13. Informed Machine Learning to Maximize Robustness and Computational Performance of Linear Solvers -- 14. Anomaly Detection in Multivariate Time Series Using Uncertainty Estimation |
| Persistent Identifier |
URN: urn:nbn:de:101:1-2504120430291.777566312479 DOI: 10.1007/978-3-031-83097-6 |
| URL | https://doi.org/10.1007/978-3-031-83097-6 |
| ISBN/Einband/Preis | 978-3-031-83097-6 |
| Sprache(n) | Englisch (eng) |
| Beziehungen | Cognitive Technologies |
| DDC-Notation | 006.3 (maschinell ermittelte DDC-Kurznotation) |
| Sachgruppe(n) | 004 Informatik |
| Online-Zugriff | Archivobjekt öffnen |
Treffer 22 von 558
Administration
