Abstract:The article discusses modern classes of algorithms used to detect anomalies in
data streams: slidingwindow algorithm, metric algorithms, predictive-based algorithms,
and algorithms based on hiddenMarkov models. During the research, it was possible to
determine functional and efficiency criteriafor assessing the class of algorithms and
then comparing it with other considered classes. In addition,for each class of methods,
strengths and weaknesses are g… Show more
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