Machine Learning-based Anomaly Detection for Particle Accelerators

Author:

Marcato Davide,Arena Giovanni,Bortolato Damiano,Gelain Fabio,Martinelli Valentina,Munaron Enrico,Roetta Marco,Savarese Giovanni,Susto Gian Antonio

Publisher

IEEE

Reference22 articles.

1. Upgrade of the LLRF Control System at LNL;bortolato;Proc of International Conference on Accelerator and Large Experimental Control Systems (ICALEPCS’17) Barcelona Spain 8-13 October 2017,2018

2. Permutation importance: a corrected feature importance measure

3. The EPICS Software Framework Moves from Controls to Physics;white;Proc 10th International Particle Accelerator Conference (IPAC’19),2019

4. Data-driven anomaly recognition for unsupervised model-free fault detection in artificial pancreas;meneghetti;IEEE Transactions on Control Systems Technology,2018

5. Anomaly Detection for an E-commerce Pricing System

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Prolego: Time-Series Analysis for Predicting Failures in Complex Systems;2023 IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS);2023-09-25

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