PROBLEMS OF DETECTING ANOMALIES USING UNCONTROLLED AND SELF-CONTROLLED MODELS
Vladimir Gerus · InterConf · 2022
The purpose and aims of this work is to consider the theoretical basis of the anomaly detection process, to conduct an overview of existing methods, modification of the selected algorithms and their application to the open dataset of hourly energy consumption. Formalized a problem of anomaly detection application, and defined the steps necessary to solve it.