Georgy Shevlyakov

Publication Activity (10 Years)

Years Active: 2005-2020
Publications (10 Years): 2

Top Topics

Data Preprocessing

Detect Outliers

Robust Estimation

Top Venues

IEEE Commun. Lett.

Publications

Georgy Shevlyakov, Margarita Kan
Stream Data Preprocessing: Outlier Detection Based on the Chebyshev Inequality with Applications. FRUCT (2020)
Georgy Shevlyakov, Kiseon Kim
A Least Informative Distribution of Ranging Errors in Robust Estimation of Localization. FRUCT (2019)
Kliton Andrea, Georgy Shevlyakov, Natalia Vassilieva, Alexander Ulanov
A New Measure of Outlier Detection Performance. MLDM (2014)
Georgy Shevlyakov, Kliton Andrea, Choudur Lakshminarayan, Pavel O. Smirnov, Alexander Ulanov, Natalia Vassilieva
Robust versions of the Tukey boxplot with their application to detection of outliers. ICASSP (2013)
Jintae Park, Georgy Shevlyakov, Kiseon Kim
Distributed Detection and Fusion of Weak Signals in Fading Channels with Non-Gaussian Noises. IEEE Commun. Lett. 16 (2) (2012)
Alexander Ulanov, German Sapozhnikov, Nikolay Lyubomishchenko, Vladimir Polutin, Georgy Shevlyakov
Enhancing Accuracy of Multilabel Classification by Extracting Hierarchies. DEXA Workshops (2011)
Alexander Ulanov, German Sapozhnikov, Georgy Shevlyakov, Nikolay Lyubomishchenko
Similarity-Based Attribute Selection with n-Grams. MLDM Posters (2011)
Jintae Park, Georgy Shevlyakov, Kiseon Kim
Robust Distributed Detection with Total Power Constraint in Large Wireless Sensor Networks. IEEE Trans. Wirel. Commun. 10 (7) (2011)
Jintae Park, Georgy Shevlyakov, Kiseon Kim
Maximin Distributed Detection in the Presence of Impulsive Alpha-Stable Noise. IEEE Trans. Wirel. Commun. 10 (6) (2011)
Nga-Viet Nguyen, Georgy Shevlyakov, Vladimir Shin
Fusion of Correlated Local Estimates under Non-Gaussian Channel Noise. Int. J. Robotics Autom. 25 (2) (2010)
Alexander Ulanov, Georgy Shevlyakov, Nikolay Lyubomishchenko, Pankaj Mehra, Vladimir Polutin
Monte Carlo Study of Taxonomy Evaluation. DEXA Workshops (2010)
Jintae Park, Kiseon Kim, Eun Ro Kim, Georgy Shevlyakov
Fusion of Decisions Modeled as Weak Signals in Wireless Sensor Networks. GLOBECOM (2009)
Nga-Viet Nguyen, Georgy Shevlyakov, Vladimir Shin
MAD Robust Fusion with Non-Gaussian Channel Noise. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (5) (2009)
Georgy Shevlyakov, Maya Shevlyakova, Vladimir Shin
Robust Supervised Classifiers for Nondegenerate Generalized Gaussian Pattern Distributions with a Bounded Variance. MLDM Posters (2009)
Kiseon Kim, Georgy Shevlyakov
Why Gaussianity? IEEE Signal Process. Mag. 25 (2) (2008)
Tyagi Deepak, Georgy Shevlyakov, Kiseon Kim, Vladimir Shin
Suboptimal state estimation for uncertain multisensor discrete-time linear stochastic systems. ALCOSP (2007)
Vladimir Shin, Du Yong Kim, Georgy Shevlyakov, Kiseon Kim
A low-complexity suboptimal filter for continuous-discrete linear systems with parametric uncertainties. Signal Process. 87 (10) (2007)
Vladimir Shin, Georgy Shevlyakov, Kiseon Kim
A new fusion formula and its application to continuous-time linear systems with multisensor environment. Comput. Stat. Data Anal. 52 (2) (2007)
Georgy Shevlyakov, Kiseon Kim
Robust minimax detection of a weak signal in noise with a bounded variance and density value at the center of symmetry. IEEE Trans. Inf. Theory 52 (3) (2006)
Mahmoud R. Hejazi, Georgy Shevlyakov, Yo-Sung Ho
Modified Discrete Radon Transforms and Their Application to Rotation-Invariant Image Analysis. MMSP (2006)
Georgy Shevlyakov, Kiseon Kim
Minimax robust detection of a known signal in a general class of noises. ICASSP (4) (2005)