26 citations · 26 across the 2 of their papers we have counts for
2 papers
cs.LG2023
A Dataset Fusion Algorithm for Generalised Anomaly Detection in Homogeneous Periodic Time Series Datasets
Ayman Elhalwagy, Tatiana Kalganova
The generalisation of Neural Networks (NN) to multiple datasets is often overlooked in literature due to NNs typically being optimised for specific data sources. This becomes espec…
cs.LG2022★ 26 cited
Hybridization of Capsule and LSTM Networks for unsupervised anomaly detection on multivariate data
Ayman Elhalwagy, Tatiana Kalganova
Deep learning techniques have recently shown promise in the field of anomaly detection, providing a flexible and effective method of modelling systems in comparison to traditional…