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| Link zu diesem Datensatz | https://d-nb.info/1326998366 |
| Titel | Advanced Machine Learning with Evolutionary and Metaheuristic Techniques / edited by Jayaraman Valadi, Krishna Pratap Singh, Muneendra Ojha, Patrick Siarry |
| Person(en) |
Valadi, Jayaraman (Herausgeber) Singh, Krishna Pratap (Herausgeber) Ojha, Muneendra (Herausgeber) Siarry, Patrick (Herausgeber) |
| Organisation(en) | SpringerLink (Online service) (Sonstige) |
| Ausgabe | 1st ed. 2024 |
| Verlag | Singapore : Springer Nature Singapore, Imprint: Springer |
| Zeitliche Einordnung | Erscheinungsdatum: 2024 |
| Umfang/Format | Online-Ressource, X, 366 p. 129 illus., 110 illus. in color. : online resource. |
| Andere Ausgabe(n) |
Printed edition:: ISBN: 978-981-9997-17-6 Printed edition:: ISBN: 978-981-9997-19-0 Printed edition:: ISBN: 978-981-9997-20-6 |
| Inhalt | Chapter 1. From Evolution to Intelligence: Exploring the Synergy of Optimization and Machine Learning -- Chapter 2. Metaheuristic and Evolutionary Algorithms in Ex-plainable Artificial Intelligence -- Chapter 3. Evolutionary Dynamic Optimization and Machine Learning -- Chapter 4. Evolutionary Techniques in making Efficient Deep-Learning Framework: A Review -- Chapter 5. Integrating Particle Swarm Optimization with Reinforcement Learning: A Promising Approach to Optimization -- Chapter 6. Synergies between Natural Language Processing and Swarm Intelligence Optimization: A Comprehensive Overview -- Chapter 7. Heuristics-based Hyperparameter Tuning for Transfer Learning Algorithms -- Chapter 8. Machine Learning Applications of Evolutionary and Metaheuristic Algorithms -- Chapter 9. Machine Learning Assisted Metaheuristic Based Optimization of Mixed Suspension Mixed Product Removal Process -- Chapter 10. Machine Learning based Intelligent RPL Attack Detection System for IoT Networks -- Chapter 11. Shallow and Deep Evolutionary Neural Networks applications in Solid Mechanics -- Chapter 12. Polymer and nanocomposite Informatics: Recent Applications of Artificial Intelligence and Data Repositories -- Chapter 13. Synergistic combination of machine learning and evolutionary and heuristic algorithms for handling imbalance in biological and biomedical datasets |
| Persistent Identifier |
URN: urn:nbn:de:101:1-2404230415115.313616462288 DOI: 10.1007/978-981-99-9718-3 |
| URL | https://doi.org/10.1007/978-981-99-9718-3 |
| ISBN/Einband/Preis | 978-981-99-9718-3 |
| Sprache(n) | Englisch (eng) |
| Beziehungen | Computational Intelligence Methods and Applications |
| DDC-Notation | 006.3 (maschinell ermittelte DDC-Kurznotation) |
| Sachgruppe(n) | 004 Informatik |
| Online-Zugriff | Archivobjekt öffnen |
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