AI and Data Analytics in Aviation Operations - Couverture souple

Ruia, Arpit

Couverture souple

ISBN 10 : 6630093828 ISBN 13 : 9786630093827

Editeur : GlobeEdit, 2026

Synopsis

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.

Détails de l'édition

• Éditeur: GlobeEdit
• Date d'édition: 2026
• Langue: anglais
• ISBN 10: 6630093828
• ISBN 13: 9786630093827
• Reliure: Broché
• Nombre de pages: 72
• Coordonnées du fabricant: non disponible
• Personne responsable: non disponible