Semi-supervised anomaly detection algorithms: A comparative summary and future research directions

Author:

Villa-Pérez Miryam ElizabethORCID,Álvarez-Carmona Miguel Á.,Loyola-González Octavio,Medina-Pérez Miguel Angel,Velazco-Rossell Juan Carlos,Choo Kim-Kwang Raymond

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Management Information Systems,Software

Reference132 articles.

1. Anomaly detection with multiple-hypotheses predictions;Nguyen,2019

2. Multi-scale anomaly detection on attributed networks;Gutiérrez-Gómez,2020

3. Transfer learning for anomaly detection through localized and unsupervised instance selection;Vercruyssen,2020

4. Anomaly detection: A survey;Chandola;ACM Comput. Surv.,2009

5. Anomaly detection;Mehrotra,2017

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