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Deep learning for anomaly detection
Published 2022“…Anomaly detection methods are devoted to target detection schemes in which no priori information about the spectra of the targets of interest is available. …”
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Anomaly detection in industrial settings
Published 2023“…Anomaly detection (AD) and anomaly segmentation (AS) is a large part of various industrial setting such as the manufacturing industry. …”
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Final Year Project (FYP) -
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Null hypothesis test for anomaly detection
Published 2023-05-01“…We extend the use of Classification Without Labels for anomaly detection with a hypothesis test designed to exclude the background-only hypothesis. …”
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Anomaly Detection in Microservice-Based Systems
Published 2023-07-01Subjects: “…anomaly detection…”
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BGP Anomaly Detection with Balanced Datasets
Published 2018-01-01Subjects: “…anomaly detection…”
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Factorized Industrial Anomaly Detection and Localization
Published 2023-01-01Subjects: “…Industrial anomaly detection and localization…”
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Quantum anomaly detection for collider physics
Published 2023-02-01“…Abstract We explore the use of Quantum Machine Learning (QML) for anomaly detection at the Large Hadron Collider (LHC). In particular, we explore a semi-supervised approach in the four-lepton final state where simulations are reliable enough for a direct background prediction. …”
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Combining Entropy Measures for Anomaly Detection
Published 2018-09-01Subjects: Get full text
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Anomaly detection in the presence of irrelevant features
Published 2024-02-01“…This paper presents Boosted Decision Tree (BDT)-based techniques to improve anomaly detection in the presence of many irrelevant features. …”
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Special Issue on Unsupervised Anomaly Detection
Published 2023-05-01“…Anomaly detection (also known as outlier detection) is the task of finding instances in a dataset which deviate markedly from the norm [...]…”
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From Anomaly Detection to Defect Classification
Published 2024-01-01Subjects: Get full text
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Anomaly detection in images with shared autoencoders
Published 2023-01-01Subjects: “…anomaly detection…”
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Latent-Insensitive Autoencoders for Anomaly Detection
Published 2021-12-01Subjects: “…anomaly detection…”
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Road Anomalies Detection System Evaluation
Published 2018-06-01“…Overall, in this paper, we describe the main insights on road anomalies detection challenges to support the design and deployment of a new iteration of our system towards the deployment of a road anomaly detection service to provide information about roads condition to drivers and government entities.…”
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Anomaly detection and community detection in networks
Published 2022-12-01Subjects: Get full text
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