AI and Data Analytics in Aviation Operations - Softcover

Ruia, Arpit

Softcover

ISBN 10: 6630093828 ISBN 13: 9786630093827

Verlag: GlobeEdit, 2026

Inhaltsangabe

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.

Über diesen Titel

Über die Autorin bzw. den Autor

Arpit Ruia is a researcher and practitioner working at the intersection of artificial intelligence and civil aviation. His work focuses on machine learning, probabilistic inference, and decision-support architectures for air traffic management, with particular attention to federated learning, conflict prediction, and airspace capacity optimization.

Details zur Ausgabe

• Verlag: GlobeEdit
• Erscheinungsdatum: 2026
• Sprache: Englisch
• ISBN 10: 6630093828
• ISBN 13: 9786630093827
• Einband: Taschenbuch
• Anzahl der Seiten: 72
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Nicht verfügbar