Mohammed Ayalew Belay

Research

Belay, Mohammed Ayalew; Rasheed, Adil; Salvo Rossi, Pierluigi. (2025) Autoregressive Density Estimation Transformers for Multivariate Time Series Anomaly Detection. IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper

Belay, Mohammed Ayalew; Rasheed, Adil; Salvo Rossi, Pierluigi. (2024) Self-Supervised Modular Architecture for Multi-Sensor Anomaly Detection and Localization. IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
Belay, Mohammed Ayalew; Rasheed, Adil; Salvo Rossi, Pierluigi. (2024) Multivariate Time Series Anomaly Detection via Low-Rank and Sparse Decomposition. IEEE Sensors Journal
Academic article
Belay, Mohammed Ayalew; Rasheed, Adil; Salvo Rossi, Pierluigi. (2024) MTAD: Multiobjective Transformer Network for Unsupervised Multisensor Anomaly Detection. IEEE Sensors Journal
Academic article
Belay, Mohammed Ayalew; Rasheed, Adil; Salvo Rossi, Pierluigi. (2024) Sparse Non-Linear Vector Autoregressive Networks for Multivariate Time Series Anomaly Detection. IEEE Signal Processing Letters
Academic article

Belay, Mohammed Ayalew; Rasheed, Adil; Salvo Rossi, Pierluigi. (2025) Autoregressive Density Estimation Transformers for Multivariate Time Series Anomaly Detection. IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
Belay, Mohammed Ayalew; Rasheed, Adil; Salvo Rossi, Pierluigi. (2024) Self-Supervised Modular Architecture for Multi-Sensor Anomaly Detection and Localization. IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper