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Research papers

5,883 papers · NASA NTRS, NTSB, FAA CAMI

NASA NTRS · 1,269 NTSB Safety Studies · 12 NTSB Aircraft Accident Reports · 17 Embry-Riddle Scholarly Commons · 1,993

1 match · Pre-flight Information Bulletin; NOTAM; Text classification; ERNIE; DPCNN; Dynamical learning rate

Embry-Riddle Scholarly Commons 2025 ERAU Journal article (IJAAA)

Mitigating Information Overload in Aviation Safety: AI-Driven Hierarchical Tagging and Summarization of NOTAM for Pre-flight Information Bulletin

To address the challenges of aviation safety information overload in Pre-flight Information Bulletin (PIB) systems, this study proposes an intelligent classification framework (ERNIE-DPCNN) that integrates knowledge-enha…