Topic Modeling Analysis of Aviation Accident Reports: A Comparative Study between LDA and NMF Models
Fuente:
arXiv
Saved in:
| Main Authors: | Nanyonga, Aziida, Wasswa, Hassan, Wild, Graham |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Comparative Analysis of Topic Modeling Techniques on ATSB Text Narratives Using Natural Language Processing
by: Nanyonga, Aziida, et al.
Published: (2025)
by: Nanyonga, Aziida, et al.
Published: (2025)
Exploring Aviation Incident Narratives Using Topic Modeling and Clustering Techniques
by: Nanyonga, Aziida, et al.
Published: (2025)
by: Nanyonga, Aziida, et al.
Published: (2025)
ADS-B Cybersecurity Resilience in Air Traffic Management: Research Overview
by: Mofolo, Victoria Lebogang
Published: (2026)
by: Mofolo, Victoria Lebogang
Published: (2026)
Technical brochure - photonic sensors
by: Wagner, Katharina
Published: (2025)
by: Wagner, Katharina
Published: (2025)
Technical brochure - induction welding
by: Wagner, Katharina
Published: (2025)
by: Wagner, Katharina
Published: (2025)
Climate governance and International Civil Aviation: Brazil's policy profile
by: Veronica Korber Gonçalves
Published: (2019)
by: Veronica Korber Gonçalves
Published: (2019)
Reassessing the position of Aviation English: from a special language to English for Specific Purposes
by: Wang Aiguo
Published: (2008)
by: Wang Aiguo
Published: (2008)
Aviation Industry - Mitigating Climate Change Impacts through Technology and Policy
by: Sam Capoccitti
Published: (2010)
by: Sam Capoccitti
Published: (2010)
Well done! Or how to Avoid Dangers of Pseudoscience: Common Standard for Research in Behavioural Analysis and Deception Detection in Aviation Security
by: Jenny K. Krüger
Published: (2025)
by: Jenny K. Krüger
Published: (2025)
Lifestyle factors, direct and indirect costs for a Brazilian airline company
by: Fabiana Maluf Rabacow
Published: (2014)
by: Fabiana Maluf Rabacow
Published: (2014)
Consumer law in Constitution: a big mistake? The specific case of aviation in Brazil
by: DELPHINE AURELIE LAURENCE DEFOSSEZ
Published: (2017)
by: DELPHINE AURELIE LAURENCE DEFOSSEZ
Published: (2017)
Fighting climate change in the air: lessons from the EU directive on global aviation
by: Nicole de Paula Domingos
Published: (2012)
by: Nicole de Paula Domingos
Published: (2012)
Low-Cost vs. Full-Service: A Financial Performance Comparison Between Indigo Airlines and Emirates in Financial Year 2025
by: Anjana George
Published: (2026)
by: Anjana George
Published: (2026)
A Short Guide for Aviation Resources for Community College Libraries
by: Cunningham, Jim
Published: (2009)
by: Cunningham, Jim
Published: (2009)
Video Arrival of the spitfire wing
by: Preud'Homme Lisa, et al.
Published: (2022)
by: Preud'Homme Lisa, et al.
Published: (2022)
Topic Modeling and Word Sense Disambiguation on the Ancora corpus
by: Rubén Izquierdo
Published: (2015)
by: Rubén Izquierdo
Published: (2015)
Beyond the Kármán Line: Integrating Aviation Law with the New Era of Commercial Suborbital Spaceflight
by: Koellner, Edward
Published: (2024)
by: Koellner, Edward
Published: (2024)
An Aviation Firm Catalogs Its Special Collection
by: Hogenauer, Alan K
Published: (1971)
by: Hogenauer, Alan K
Published: (1971)
Chinese-English Technical Dictionaries. Volume 1, Aviation and Space.
Published: (1969)
Published: (1969)
Industry to Education Technology Transfer Program. Composite Materials--Personnel Development. Final Report.
by: Tomezsko, Edward S. J.
Published: (1988)
by: Tomezsko, Edward S. J.
Published: (1988)
Flying without a Passport: A Future of Efficiency or a Privacy Nightmare?
by: Bosco, Federica, et al.
Published: (2026)
by: Bosco, Federica, et al.
Published: (2026)
PROTOCOL OF PRELIMINARY ACTIONS FOR AIRCRAFT PROTECTION - Deliverable D6.2
by: Fiser Jaromir
Published: (2023)
by: Fiser Jaromir
Published: (2023)
In Flight, Online
by: Lucking, Robert A., et al.
Published: (2005)
by: Lucking, Robert A., et al.
Published: (2005)
Effect of Climate Change on Airline Operations
by: Geetika Kapil
Published: (2025)
by: Geetika Kapil
Published: (2025)
Risk Assessment in Air Traffic Management
Published: (2020)
Published: (2020)
Sustainable Aircraft Propulsion — Lecture Notes (Open Educational Resource)
by: Malpica Galassi, Riccardo
Published: (2026)
by: Malpica Galassi, Riccardo
Published: (2026)
Sustainable Aircraft Propulsion — Lecture Notes (Open Educational Resource)
by: Malpica Galassi, Riccardo
Published: (2026)
by: Malpica Galassi, Riccardo
Published: (2026)
AIoT Research Dataset: Bibliographic Records and Topic Modeling Analysis (2008–2024)
by: DE LA HOZ-M, JAVIER, et al.
Published: (2026)
by: DE LA HOZ-M, JAVIER, et al.
Published: (2026)
A NOVEL NON-STOCHASTIC QUADRATIC FINGERPRINTS-BASED APPROACH FOR THE "IN SILICO" DISCOVERY OF NEW ANTITRYPANOSOMAL COMPOUNDS
by: Alina Montero-Torres
Published: (2005)
by: Alina Montero-Torres
Published: (2005)
Analysing the impact of organisational change due to the pandemic on employee motivation in the airline industry of the UK
by: Okonji, Ephraim Ifeanyi
Published: (2025)
by: Okonji, Ephraim Ifeanyi
Published: (2025)
Analyzing Aviation Safety Narratives with LDA, NMF and PLSA: A Case Study Using Socrata Datasets
by: Nanyonga, Aziida, et al.
Published: (2025)
by: Nanyonga, Aziida, et al.
Published: (2025)
Aviation Safety Enhancement via NLP & Deep Learning: Classifying Flight Phases in ATSB Safety Reports
by: Nanyonga, Aziida, et al.
Published: (2025)
by: Nanyonga, Aziida, et al.
Published: (2025)
Técnicas de representación de textos para clasificación no supervisada de documentos
by: Germán Cobo
Published: (2006)
by: Germán Cobo
Published: (2006)
Loss distribution approach (LDA): metodología actuarial aplicada al riesgo operacional
by: Luis Ceferino Franco Arbeláez
Published: (2008)
by: Luis Ceferino Franco Arbeláez
Published: (2008)
Phase of Flight Classification in Aviation Safety using LSTM, GRU, and BiLSTM: A Case Study with ASN Dataset
by: Nanyonga, Aziida, et al.
Published: (2025)
by: Nanyonga, Aziida, et al.
Published: (2025)
Utilizing AI for Aviation Post-Accident Analysis Classification
by: Nanyonga, Aziida, et al.
Published: (2025)
by: Nanyonga, Aziida, et al.
Published: (2025)
Reducing wind noise in seismic data using Non-negative Matrix Factorization: an application to Villarrica volcano, Chile
by: Giuseppe Cabras
Published: (2014)
by: Giuseppe Cabras
Published: (2014)
Impact of SARS-CoV-2 on the Coronavirus Literature through Dynamic Topics
by: Ibai Guillen Pacho
Published: (2022)
by: Ibai Guillen Pacho
Published: (2022)
Improved Electronic Structure and Optical Properties of sp-Hybridized Semiconductors Using LDA+USIC
by: Susanne Mirbt
Published: (2006)
by: Susanne Mirbt
Published: (2006)
Comparative Study of Deep Learning Architectures for Textual Damage Level Classification
by: Nanyonga, Aziida, et al.
Published: (2025)
by: Nanyonga, Aziida, et al.
Published: (2025)
Similar Items
-
Comparative Analysis of Topic Modeling Techniques on ATSB Text Narratives Using Natural Language Processing
by: Nanyonga, Aziida, et al.
Published: (2025) -
Exploring Aviation Incident Narratives Using Topic Modeling and Clustering Techniques
by: Nanyonga, Aziida, et al.
Published: (2025) -
ADS-B Cybersecurity Resilience in Air Traffic Management: Research Overview
by: Mofolo, Victoria Lebogang
Published: (2026) -
Technical brochure - photonic sensors
by: Wagner, Katharina
Published: (2025) -
Technical brochure - induction welding
by: Wagner, Katharina
Published: (2025)