16 citations · 49 across the 12 of their papers we have counts for
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cs.CV2016
Automatic Construction of a Recurrent Neural Network based Classifier for Vehicle Passage Detection
Evgeny Burnaev, Ivan Koptelov, German Novikov +1
Recurrent Neural Networks (RNNs) are extensively used for time-series modeling and prediction. We propose an approach for automatic construction of a binary classifier based on Lon…
stat.ML2016
One-Class SVM with Privileged Information and its Application to Malware Detection
Evgeny Burnaev, Dmitry Smolyakov
A number of important applied problems in engineering, finance and medicine can be formulated as a problem of anomaly detection. A classical approach to the problem is to describe…
stat.AP2016★ 10 cited
Conformalized density- and distance-based anomaly detection in time-series data
Evgeny Burnaev, Vladislav Ishimtsev
Anomalies (unusual patterns) in time-series data give essential, and often actionable information in critical situations. Examples can be found in such fields as healthcare, intrus…