Georgy Shevlyakov

21 papers B 1C 1Misc 3Journal 9Unranked 7
YearRankTypeTitle / Venue / Authors
2020 Misc conf
Stream Data Preprocessing: Outlier Detection Based on the Chebyshev Inequality with Applications.
FRUCT
Georgy Shevlyakov, Margarita Kan
2019 Misc conf
A Least Informative Distribution of Ranging Errors in Robust Estimation of Localization.
FRUCT
Georgy Shevlyakov, Kiseon Kim
2014 — conf
A New Measure of Outlier Detection Performance.
MLDM
Kliton Andrea, Georgy Shevlyakov, Natalia Vassilieva, Alexander Ulanov
2013 Misc conf
Robust versions of the Tukey boxplot with their application to detection of outliers.
ICASSP
Georgy Shevlyakov, Kliton Andrea, Choudur Lakshminarayan, Pavel O. Smirnov, Alexander Ulanov, Natalia Vassilieva
2012 J jnl
Distributed Detection and Fusion of Weak Signals in Fading Channels with Non-Gaussian Noises.
IEEE Commun. Lett.
Jintae Park, Georgy Shevlyakov, Kiseon Kim
2011 — conf
Enhancing Accuracy of Multilabel Classification by Extracting Hierarchies.
DEXA Workshops
Alexander Ulanov, German Sapozhnikov, Nikolay Lyubomishchenko, Vladimir Polutin, Georgy Shevlyakov
2011 J jnl
Maximin Distributed Detection in the Presence of Impulsive Alpha-Stable Noise.
IEEE Trans. Wirel. Commun.
Jintae Park, Georgy Shevlyakov, Kiseon Kim
2011 J jnl
Robust Distributed Detection with Total Power Constraint in Large Wireless Sensor Networks.
IEEE Trans. Wirel. Commun.
Jintae Park, Georgy Shevlyakov, Kiseon Kim
2011 — conf
Similarity-Based Attribute Selection with n-Grams.
MLDM Posters
Alexander Ulanov, German Sapozhnikov, Georgy Shevlyakov, Nikolay Lyubomishchenko
2010 J jnl
Fusion of Correlated Local Estimates under Non-Gaussian Channel Noise.
Int. J. Robotics Autom.
Nga-Viet Nguyen, Georgy Shevlyakov, Vladimir Shin
2010 — conf
Monte Carlo Study of Taxonomy Evaluation.
DEXA Workshops
Alexander Ulanov, Georgy Shevlyakov, Nikolay Lyubomishchenko, Pankaj Mehra, Vladimir Polutin
2009 B conf
Fusion of Decisions Modeled as Weak Signals in Wireless Sensor Networks.
GLOBECOM
Jintae Park, Kiseon Kim, Eun Ro Kim, Georgy Shevlyakov
2009 J jnl
MAD Robust Fusion with Non-Gaussian Channel Noise.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci.
Nga-Viet Nguyen, Georgy Shevlyakov, Vladimir Shin
2009 — conf
Robust Supervised Classifiers for Nondegenerate Generalized Gaussian Pattern Distributions with a Bounded Variance.
MLDM Posters
Georgy Shevlyakov, Maya Shevlyakova, Vladimir Shin
2008 J jnl
Why Gaussianity?
IEEE Signal Process. Mag.
Kiseon Kim, Georgy Shevlyakov
2007 J jnl
A low-complexity suboptimal filter for continuous-discrete linear systems with parametric uncertainties.
Signal Process.
Vladimir Shin, Du Yong Kim, Georgy Shevlyakov, Kiseon Kim
2007 J jnl
A new fusion formula and its application to continuous-time linear systems with multisensor environment.
Comput. Stat. Data Anal.
Vladimir Shin, Georgy Shevlyakov, Kiseon Kim
2007 — conf
Suboptimal state estimation for uncertain multisensor discrete-time linear stochastic systems.
ALCOSP
Tyagi Deepak, Georgy Shevlyakov, Kiseon Kim, Vladimir Shin
2006 C conf
Modified Discrete Radon Transforms and Their Application to Rotation-Invariant Image Analysis.
MMSP
Mahmoud R. Hejazi, Georgy Shevlyakov, Yo-Sung Ho
2006 J jnl
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
Georgy Shevlyakov, Kiseon Kim
2005 — conf
Minimax robust detection of a known signal in a general class of noises.
ICASSP (4)
Georgy Shevlyakov, Kiseon Kim