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2020 – today
- 2025
[i11]Aziida Nanyonga, Graham Wild:
Classification of Operational Records in Aviation Using Deep Learning Approaches. CoRR abs/2501.01222 (2025)- [i10]Aziida Nanyonga, Hassan Wasswa, Ugur Turhan, Keith F. Joiner, Graham Wild:
Comparative Analysis of Topic Modeling Techniques on ATSB Text Narratives Using Natural Language Processing. CoRR abs/2501.01227 (2025) - [i9]Aziida Nanyonga, Graham Wild:
Analyzing Aviation Safety Narratives with LDA, NMF and PLSA: A Case Study Using Socrata Datasets. CoRR abs/2501.01690 (2025) - [i8]Aziida Nanyonga, Hassan Wasswa, Graham Wild:
Comparative Study of Deep Learning Architectures for Textual Damage Level Classification. CoRR abs/2501.01694 (2025) - [i7]Aziida Nanyonga, Keith F. Joiner, Ugur Turhan, Graham Wild:
Applications of natural language processing in aviation safety: A review and qualitative analysis. CoRR abs/2501.06210 (2025) - [i6]Aziida Nanyonga, Hassan Wasswa, Ugur Turhan, Oleksandra Molloy, Graham Wild:
Sequential Classification of Aviation Safety Occurrences with Natural Language Processing. CoRR abs/2501.06490 (2025) - [i5]Aziida Nanyonga, Hassan Wasswa, Oleksandra Molloy, Ugur Turhan, Graham Wild:
Natural Language Processing and Deep Learning Models to Classify Phase of Flight in Aviation Safety Occurrences. CoRR abs/2501.06564 (2025) - [i4]Aziida Nanyonga, Hassan Wasswa, Graham Wild:
Aviation Safety Enhancement via NLP & Deep Learning: Classifying Flight Phases in ATSB Safety Reports. CoRR abs/2501.07923 (2025) - [i3]Aziida Nanyonga, Hassan Wasswa, Ugur Turhan, Keith F. Joiner, Graham Wild:
Exploring Aviation Incident Narratives Using Topic Modeling and Clustering Techniques. CoRR abs/2501.07924 (2025) - [i2]Aziida Nanyonga, Hassan Wasswa, Graham Wild:
Phase of Flight Classification in Aviation Safety using LSTM, GRU, and BiLSTM: A Case Study with ASN Dataset. CoRR abs/2501.07925 (2025) - 2024
- [i1]Aziida Nanyonga, Hassan Wasswa, Graham Wild:
Topic Modeling Analysis of Aviation Accident Reports: A Comparative Study between LDA and NMF Models. CoRR abs/2403.04788 (2024)
2010 – 2019
- 2019
- [r1]Sorayya Malek, Cham Hui, Aziida Nanyonga
, Song Cheen, Sooh Toh, Pozi Milow:
Ecosystem Monitoring Through Predictive Modeling. Encyclopedia of Bioinformatics and Computational Biology (3) 2019: 1-8
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