Katalog der Deutschen Nationalbibliothek
Ergebnis der Suche nach: "Machine Learning"
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| Link zu diesem Datensatz | https://d-nb.info/1385668113 |
| Titel | Optimization and Learning : 8th International Conference, OLA 2025, Dubai, United Arab Emirates, April 23–25, 2025, Revised Selected Papers / edited by Bernabe Dorronsoro, El-Ghazali Talbi, Dua Weraikat, Sadok Bouamama |
| Person(en) |
Dorronsoro, Bernabé (Herausgeber) Talbi, El-Ghazali (Herausgeber) Weraikat, Dua (Herausgeber) Bouamama, Sadok (Herausgeber) |
| Organisation(en) | SpringerLink (Online service) (Sonstige) |
| Ausgabe | 1st ed. 2026 |
| Verlag | Cham : Springer Nature Switzerland, Imprint: Springer |
| Zeitliche Einordnung | Erscheinungsdatum: 2026 |
| Umfang/Format | Online-Ressource, XIV, 398 p. 134 illus., 111 illus. in color. : online resource. |
| Andere Ausgabe(n) |
Printed edition:: ISBN: 978-3-032-13588-9 Printed edition:: ISBN: 978-3-032-13590-2 |
| Inhalt | -- Soft Computing and Machine Learning Advanced Models. -- KAN-based On-policy PPO Method for Continuous Reinforcement Learning. -- Bayesian and Partition-Based Optimization for Hyperparameter Optimization of LLM Fine-Tuning. -- On hyperparameter Optimization of Generative Models in Recommendation Systems: a comparative study, and applications. -- Enhancing AutoML with Algorithm Selection: A Path to Bette Performance. -- NEVA: A Neuromorphic Evolutionary Algorithm. -- Enhancing Academic Advising with AI: Leveraging Large Language Models and Retrieval-Augmented Generation for Smarter Student Support. -- Overlay_dx- Automating forecasting evaluation. -- Integrated Deep Learning Approaches for Coral Health Monitoring and Database Development. -- Optimization and Search Algorithms: Metaheuristics and Hybrid Approaches. -- Chaotic Binarization of Tasmanian Devil Optimization for Solving the Knapsack Problem. -- Mother Tree Optimization Algorithm for Feature Selection. -- An Improved NSGA-III Algorithm for Solving High-dimensional Many-objective Flexible Job Shop Scheduling Problem. -- Adaptive Greedy Heuristic Algorithm for Rubber Tyred Gantry Crane Scheduling Problem at Container Terminal. -- Solving the Electricity Technician Dispatch Problem. -- Exact versus Bio-Inspired Approximation Methods for Solving Constrained CP-nets. -- Dependent Task Offloading in Cloud-Edge-End Environments with Communication Heterogeneity. -- Modelling, Simulation and Complex Systems. -- Modeling Trust Dynamics on a Multi-Agent System. -- Knowledge Management Methodology for Complex context. The Defence case. -- Exhaustive Search for Quantum Circuit Optimization using ZX Calculus. -- Almost Linear Time Consistent Mode Estimation and Quick Shift Clustering. -- Addressing classic Constraint Satisfaction Problems through Optimisation Modulo Theories. -- Chance Constrained Optimization with Complex Variables. -- Optimizing Retail Promotions with Mixed-Integer Nonlinear XI Programming and Cross-Elasticity Effects. -- Solving the Semivectorial Bilevel Hazmat Network Design Problem by a Deconstructive Heuristic Algorithm. -- Applications in Industry, Energy and Supply Chain. -- Evolutionary Techniques for Combinatorial Reverse Auctions in Electricity Consumption. -- Optimizing and Reducing Changeover Time to Enhance Line Balancing in Industrial Injection Processes. -- A Hybrid Approach for Pallet Loading in Ceramic Tile Industry. -- A Comparative Analysis of the Algorithm Results for Designing Two-stage Supply Chains with Fixed Costs. -- Optimizing Supplier Performance: Advanced Analytics and Predictive Modeling Approaches. -- Systematic Review of Machine Learning (ML) and Artificial Intelligence (AI) in Pharmaceutical Supply Chain (PSC Resilience: Identifying Gaps and Future Research Directions. -- Evolutionary Techniques for Combinatorial Reverse Auctions in Electricity Consumption |
| Persistent Identifier |
URN: urn:nbn:de:101:1-2601030309279.459366772875 DOI: 10.1007/978-3-032-13589-6 |
| URL | https://doi.org/10.1007/978-3-032-13589-6 |
| ISBN/Einband/Preis | 978-3-032-13589-6 |
| Sprache(n) | Englisch (eng) |
| Beziehungen | Communications in Computer and Information Science ; 2808 |
| DDC-Notation | 006.3 (maschinell ermittelte DDC-Kurznotation) |
| Sachgruppe(n) | 004 Informatik |
| Online-Zugriff | Archivobjekt öffnen |
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