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Tareq Tayeh
ORCID
Publication Activity (10 Years)
Years Active: 2020-2022
Publications (10 Years): 7
Top Topics
Anomaly Detection
Temporal Data
Multivariate Time Series
Detecting Anomalies
Top Venues
CoRR
ICCSPA
Mach. Learn. Knowl. Extr.
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Publications
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Sulaiman A. Aburakhia
,
Tareq Tayeh
,
Ryan Myers
,
Abdallah Shami
Similarity-Based Predictive Maintenance Framework for Rotating Machinery.
CoRR
(2022)
Sulaiman A. Aburakhia
,
Tareq Tayeh
,
Ryan Myers
,
Abdallah Shami
Similarity-Based Predictive Maintenance Framework for Rotating Machinery.
ICCSPA
(2022)
Tareq Tayeh
,
Sulaiman Aburakhia
,
Ryan Myers
,
Abdallah Shami
An Attention-based ConvLSTM Autoencoder with Dynamic Thresholding for Unsupervised Anomaly Detection in Multivariate Time Series.
CoRR
(2022)
Tareq Tayeh
,
Sulaiman A. Aburakhia
,
Ryan Myers
,
Abdallah Shami
An Attention-Based ConvLSTM Autoencoder with Dynamic Thresholding for Unsupervised Anomaly Detection in Multivariate Time Series.
Mach. Learn. Knowl. Extr.
4 (2) (2022)
Tareq Tayeh
,
Abdallah Shami
Anomaly Detection in Smart Manufacturing with an Application Focus on Robotic Finishing Systems: A Review.
CoRR
(2021)
Tareq Tayeh
,
Sulaiman Aburakhia
,
Ryan Myers
,
Abdallah Shami
Distance-Based Anomaly Detection for Industrial Surfaces Using Triplet Networks.
CoRR
(2020)
Sulaiman Aburakhia
,
Tareq Tayeh
,
Ryan Myers
,
Abdallah Shami
A Transfer Learning Framework for Anomaly Detection Using Model of Normality.
CoRR
(2020)