Browsing Scientific Publications in Information and Communication Technology by Author "Yu, David"
Now showing items 1-2 of 2
-
LONG HORIZON ANOMALY PREDICTION IN MULTIVARIATE TIME SERIES WITH CAUSAL AUTOENCODERS
Weldezgina Asres, Mulugeta; Cummings, Grace; Khukhunaishvili, Aleko; Parygin, Pavel; Cooper, Seth I.; Yu, David; Dittmann, Jay; Omlin, Christian W. (Peer reviewed; Journal article, 2022) -
Spatio-Temporal Anomaly Detection with Graph Networks for Data Quality Monitoring of the Hadron Calorimeter
Asres, Mulugeta Weldezgina; Omlin, Christian Walter Peter; Wang, Long; Yu, David; Parygin, Pavel; Dittmann, Jay; Karapostoli, Georgia; Seidel, Markus; Venditti, Rosamaria; Lambrecht, Luka; Usai, Emanuele; Ahmad, Muhammad; Menendez, Javier Fernandez (Peer reviewed; Journal article, 2023)The Compact Muon Solenoid (CMS) experiment is a general-purpose detector for high-energy collision at the Large Hadron Collider (LHC) at CERN. It employs an online data quality monitoring (DQM) system to promptly spot and ...