Mohammed Ayalew Belay - NTNU

Research

https://folk.ntnu.no/salvoros/SPIN/

Publications

Unsupervised Anomaly Detection for IoT-Based Multivariate Time Series: Existing Solutions, Performance Analysis and Future Directions

This article provides a theoretical basis for multivariate time-series anomaly detection and a comprehensive analysis of the current state of the art. We also presented a detailed performance analysis of several promising algorithms.

2023

Belay, Mohammed Ayalew; Blakseth, Sindre Stenen; Rasheed, Adil; Salvo Rossi, Pierluigi. (2023) Unsupervised Anomaly Detection for IoT-Based Multivariate Time Series: Existing Solutions, Performance Analysis and Future Directions. Sensors
Academic article

Journal publications

Belay, Mohammed Ayalew; Blakseth, Sindre Stenen; Rasheed, Adil; Salvo Rossi, Pierluigi. (2023) Unsupervised Anomaly Detection for IoT-Based Multivariate Time Series: Existing Solutions, Performance Analysis and Future Directions. Sensors
Academic article