Aziida Nanyonga

CoRR, June, 2025

Preserving Seasonal and Trend Information: A Variational Autoencoder-Latent Space Arithmetic Based Approach for Non-stationary Learning.

[BibT_eX]

[DOI]

Timothy Lynar

CoRR, April, 2025

IoT Botnet Detection: Application of Vision Transformer to Classification of Network Flow Traffic.

[BibT_eX]

[DOI]

CoRR, April, 2025

Impact of Latent Space Dimension on IoT Botnet Detection Performance: VAE-Encoder Versus ViT-Encoder.

[BibT_eX]

[DOI]

Timothy Lynar

CoRR, April, 2025

Phase of Flight Classification in Aviation Safety using LSTM, GRU, and BiLSTM: A Case Study with ASN Dataset.

[BibT_eX]

[DOI]

CoRR, January, 2025

Exploring Aviation Incident Narratives Using Topic Modeling and Clustering Techniques.

[BibT_eX]

[DOI]

CoRR, January, 2025

Aviation Safety Enhancement via NLP & Deep Learning: Classifying Flight Phases in ATSB Safety Reports.

[BibT_eX]

[DOI]

CoRR, January, 2025

Natural Language Processing and Deep Learning Models to Classify Phase of Flight in Aviation Safety Occurrences.

[BibT_eX]

[DOI]

CoRR, January, 2025

Sequential Classification of Aviation Safety Occurrences with Natural Language Processing.

[BibT_eX]

[DOI]

CoRR, January, 2025

Applications of natural language processing in aviation safety: A review and qualitative analysis.

[BibT_eX]

[DOI]

CoRR, January, 2025

Comparative Study of Deep Learning Architectures for Textual Damage Level Classification.

[BibT_eX]

[DOI]

CoRR, January, 2025

Analyzing Aviation Safety Narratives with LDA, NMF and PLSA: A Case Study Using Socrata Datasets.

[BibT_eX]

[DOI]

CoRR, January, 2025

Comparative Analysis of Topic Modeling Techniques on ATSB Text Narratives Using Natural Language Processing.

[BibT_eX]

[DOI]

CoRR, January, 2025

Classification of Operational Records in Aviation Using Deep Learning Approaches.

[BibT_eX]

[DOI]

CoRR, January, 2025

2024

Topic Modeling Analysis of Aviation Accident Reports: A Comparative Study between LDA and NMF Models.

[BibT_eX]

[DOI]