Data Analytics Aviation Operations by Ruia Arpit (3 results)

Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware 72 pp. Englisch.

Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - This monograph presents a comprehensive treatment of artificial intelligence and data analytics as applied to civil aviation operations. The work develops a multi-tier analytical architecture spanning aviation data infrastructure, machine learning fundamentals for safety-critical systems, and predictive safety applications including trajectory prediction and predictive maintenance. A central original contribution is a probabilistic Transformer-based airspace conflict prediction system combining a domain-adapted encoder-decoder architecture with calibrated Gaussian output distributions. The monograph addresses federated learning for privacy-preserving model training across distributed air navigation service providers, regulatory frameworks under EASA, FAA, and ICAO, and concludes with a strategic outlook on urban air mobility, large language model interfaces, quantum computing, and cybersecurity threats to AI-driven ATM systems.…

Taschenbuch. Condition: Neu. This item is printed on demand - Print on Demand Titel. Neuware 72 pp. Englisch.