A depth-based modification of the k-nearest neighbour method

JOURNAL ARTICLE published 5 March 2021 in Kybernetika

Authors: Ondřej Vencálek | Daniel Hlubinka

A weighted localization of halfspace depth and its properties

JOURNAL ARTICLE published May 2017 in Journal of Multivariate Analysis

Research funded by Grantová Agentura České Republiky (GA ČR 14–07234S)

Authors: Lukáš Kotík | Daniel Hlubinka

Depth-based Classification for Multivariate Data

JOURNAL ARTICLE published 12 April 2017 in Austrian Journal of Statistics

Authors: Ondřej Vencálek

Multivariate quantiles with both overall and directional probability interpretation

JOURNAL ARTICLE published December 2022 in Scandinavian Journal of Statistics

Research funded by Grantová Agentura České Republiky (GA17‐07384S) | Grantová Agentura, Univerzita Karlova (PRIMUS/17/SCI/03)

Authors: Daniel Hlubinka | Lukáš Kotík | Miroslav Šiman

On weighted U-statistics for stationary random fields

JOURNAL ARTICLE published 29 May 2017 in Kybernetika

Authors: Jana Klicnarová

Instrumental weighted variables under heteroscedasticity, Part I -- Consistency

JOURNAL ARTICLE published 30 March 2017 in Kybernetika

Authors: Jan Ámos Víšek

Instrumental weighted variables under heteroscedasticity, Part II - Numerical study

JOURNAL ARTICLE published 30 March 2017 in Kybernetika

Authors: Jan Ámos Víšek

Integrated depth for functional data: statistical properties and consistency

JOURNAL ARTICLE published 2016 in ESAIM: Probability and Statistics

Authors: Stanislav Nagy | Irène Gijbels | Marek Omelka | Daniel Hlubinka

On the optimality of the max-depth and max-rank classifiers for spherical data

JOURNAL ARTICLE published 1 June 2020 in Applications of Mathematics

Authors: Ondřej Vencálek | Houyem Demni | Amor Messaoud | Giovanni C. Porzio

Transformations to symmetry based on the probability weighted characteristic function

JOURNAL ARTICLE published 24 October 2015 in Kybernetika

Authors: Simos G. Meintanis | Gilles Stupfler

Integrated data depth for smooth functions and its application in supervised classification

JOURNAL ARTICLE published December 2015 in Computational Statistics

Authors: Daniel Hlubinka | Irène Gijbels | Marek Omelka | Stanislav Nagy

Fuzzy weighted average as a fuzzified aggregation operator and its properties

JOURNAL ARTICLE published 30 March 2017 in Kybernetika

Authors: Ondřej Pavlačka | Martina Pavlačková | Vladislav Hetfleiš

Selection and correction of weighted rules based on L ukasiewicz's fuzzy logic with evaluated syntax

JOURNAL ARTICLE published 30 March 2017 in Kybernetika

Authors: Jiří Ivánek

On complete moment convergence for weighted sums of AANA random variables

JOURNAL ARTICLE published 6 May 2016 in Kybernetika

Authors: Haiwu Huang | Hanjun Zhang | Qingxia Zhang

Complete f-moment convergence for weighted sums of WOD arrays with statistical applications

JOURNAL ARTICLE published 10 March 2023 in Kybernetika

Authors: Xi Chen | Xinran Tao | Xuejun Wang

Building a Weighted Complex from Data

BOOK CHAPTER published 2010 in Discrete Calculus

Authors: Leo J. Grady | Jonathan R. Polimeni

Convergence of the tail probability for weighted sums of negatively orthant dependent random variables

JOURNAL ARTICLE published 11 October 2020 in Kybernetika

Authors: Haiwu Huang | Linyan Li | Xuewen Lu

Pixel weighted average strategy for depth sensor data fusion

PROCEEDINGS ARTICLE published September 2010 in 2010 IEEE International Conference on Image Processing

Authors: Frederic Garcia | Bruno Mirbach | Bjorn Ottersten | Frederic Grandidier | Angel Cuesta

Bivariate copulas: Transformations, asymmetry and measures of concordance

JOURNAL ARTICLE published 5 March 2014 in Kybernetika

Authors: Sebastian Fuchs | Klaus D. Schmidt

Theoretical aspects of total time on test transform of weighted variables and applications

JOURNAL ARTICLE published 29 May 2023 in Kybernetika

Authors: Mojtaba Esfahani | Gholam Reza Mohtashami-Borzadaran | Mohammad Amini