27 citations · 53 across the 5 of their papers we have counts for
Showing 2017Show all
2 papers · 1 filter
cs.CV2017
Machine Learning in Appearance-based Robot Self-localization
Alexander Kuleshov, Alexander Bernstein, Evgeny Burnaev +1
An appearance-based robot self-localization problem is considered in the machine learning framework. The appearance space is composed of all possible images, which can be captured…
stat.ML2017★ 26 cited
Conformal k-NN Anomaly Detector for Univariate Data Streams
Vladislav Ishimtsev, Ivan Nazarov, Alexander Bernstein +1
Anomalies in time-series data give essential and often actionable information in many applications. In this paper we consider a model-free anomaly detection method for univariate t…