Ayman Elhalwagy

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 6

Top Topics

Multivariate Data

Normal Behavior

Anomaly Detection

One Class Support Vector Machines

Top Venues

DASC/PiCom/CBDCom/CyberSciTech

Publications

Ayman Elhalwagy, Tatiana Kalganova
A Dataset Fusion Algorithm for Generalised Anomaly Detection in Homogeneous Periodic Time Series Datasets. CoRR (2023)
Ayman Elhalwagy, Tatiana Kalganova
A Dataset Fusion Algorithm for Generalised Anomaly Detection in Homogeneous Periodic Time Series Datasets. IEEE Access 11 (2023)
Ayman Elhalwagy, Tatiana Kalganova
Heterogeneous Induction Motor Current Dataset Fusion for Efficient Generalised MCSA-Based Fault Classification. DASC/PiCom/CBDCom/CyberSciTech (2023)
Ayman Elhalwagy, Tatiana Kalganova
Hybridization of Capsule and LSTM Networks for unsupervised anomaly detection on multivariate data. CoRR (2022)
German Sternharz, Ayman Elhalwagy, Tatiana Kalganova
Data-Efficient Estimation of Remaining Useful Life for Machinery With a Limited Number of Run-to-Failure Training Sequences. IEEE Access 10 (2022)
German Sternharz, Jonas Skackauskas, Ayman Elhalwagy, Anthony J. Grichnik, Tatiana Kalganova, Md. Nazmul Huda
Self-Protected Virtual Sensor Network for Microcontroller Fault Detection. Sensors 22 (2) (2022)