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المؤلفAbu Musa, Tahani Hussein
المؤلفBouras, Abdelaziz
تاريخ الإتاحة2023-04-09T08:34:49Z
تاريخ النشر2022
اسم المنشورLecture Notes in Networks and Systems
المصدرScopus
معرّف المصادر الموحدhttp://dx.doi.org/10.1007/978-981-16-2102-4_36
معرّف المصادر الموحدhttp://hdl.handle.net/10576/41746
الملخصAnomaly detection (AD) is considered one of the important research areas that have a diverse range of application domains. Some of the anomaly detection techniques presented in the literature were specifically implemented for certain domains, whereas others were more generic. In this paper, we aim at providing a structured yet extensive overview of current research directions on anomaly detection, including the definition of anomalies and their types, current anomaly detection modes, the output of anomaly detection techniques, and an overview of those techniques presented in the literature, in order to provide a guide when selecting the appropriate approach for certain application domains. 2022, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.
راعي المشروعAcknowledgments This research was achieved as part of the National Priority Research Program (NPRP) Research Project: NPRP11S-1227-170135, funded by the Qatar National Research Fund (QNRF).
اللغةen
الناشرSpringer Science and Business Media Deutschland GmbH
الموضوعAnomaly
Anomaly detection
Anomaly detection techniques
العنوانAnomaly Detection: A Survey
النوعConference Paper
الصفحات391-401
رقم المجلد217
dc.accessType Abstract Only


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