Nataliya Chukhrova

According to our database, Nataliya Chukhrova authored at least 31 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

A fuzzy multiple regression model adopted with locally weighted and interval-valued techniques.

Gholamreza Hesamian, Arne Johannssen, Nataliya Chukhrova

J. Comput. Appl. Math., 2026

2025

A flexible soft nonlinear quantile-based regression model.

Gholamreza Hesamian, Arne Johannssen, Nataliya Chukhrova

Fuzzy Optim. Decis. Mak., March, 2025

Exponentially Weighted Moving Average Hypergeometric <i>np</i> Control Scheme.

Zhi Lin Chong, Philippe Castagliola, Arne Johannssen, Michael B. C. Khoo, Nataliya Chukhrova

Qual. Reliab. Eng. Int., 2025

Explainable AI for trustworthy intelligent process monitoring.

Arne Johannssen, Peihua Qiu, Ali Yeganeh, Nataliya Chukhrova

Comput. Ind. Eng., 2025

2024

A neural network-based ARMA model for fuzzy time series data.

Gholamreza Hesamian, Arne Johannssen, Nataliya Chukhrova

Comput. Appl. Math., December, 2024

An explainable fused lasso regression model for handling high-dimensional fuzzy data.

Gholamreza Hesamian, Arne Johannssen, Nataliya Chukhrova

J. Comput. Appl. Math., May, 2024

Fuzzy Nonlinear Regression Modeling With Radial Basis Function Networks.

Gholamreza Hesamian, Arne Johannssen, Nataliya Chukhrova

IEEE Trans. Fuzzy Syst., April, 2024

A fuzzy nonparametric regression model based on an extended center and range method.

Gholamreza Hesamian, Faezeh Torkian, Arne Johannssen, Nataliya Chukhrova

J. Comput. Appl. Math., January, 2024

The partitioning ensemble control chart for on-line monitoring of high-dimensional image-based quality characteristics.

Ali Yeganeh, Arne Johannssen, Nataliya Chukhrova

Eng. Appl. Artif. Intell., January, 2024

A learning system-based soft multiple linear regression model.

Gholamreza Hesamian, Faezeh Torkian, Arne Johannssen, Nataliya Chukhrova

Intell. Syst. Appl., 2024

Monitoring multistage healthcare processes using state space models and a machine learning based framework.

Ali Yeganeh, Arne Johannssen, Nataliya Chukhrova, Mohammad Rasouli

Artif. Intell. Medicine, 2024

2023

Symmetrical and Asymmetrical Distributions in Statistics and Data Science.

Arne Johannssen, Nataliya Chukhrova, Quanxin Zhu

Symmetry, December, 2023

Statistical inference on quantiles of two independent populations under uncertainty.

Gholamreza Hesamian, Nataliya Chukhrova, Arne Johannssen

Soft Comput., December, 2023

A monitoring framework for health care processes using Generalized Additive Models and Auto-Encoders.

Ali Yeganeh, Arne Johannssen, Nataliya Chukhrova, Mahdiyeh Erfanian, Mahmoud Reza Azarpazhooh, Negar Morovatdar

Artif. Intell. Medicine, December, 2023

Employing machine learning techniques in monitoring autocorrelated profiles.

Ali Yeganeh, Arne Johannssen, Nataliya Chukhrova, Saddam Akber Abbasi, Farhad Pourpanah

Neural Comput. Appl., August, 2023

Employing fuzzy hypothesis testing to improve modified <i>p</i> charts for monitoring the process fraction nonconforming.

Nataliya Chukhrova, Arne Johannssen

Inf. Sci., July, 2023

A network surveillance approach using machine learning based control charts.

Ali Yeganeh, Nataliya Chukhrova, Arne Johannssen, Hatef Fotuhi

Expert Syst. Appl., June, 2023

2022

A number-between-events control chart for monitoring finite horizon production processes.

Arne Johannssen, Nataliya Chukhrova, Giovanni Celano, Philippe Castagliola

Qual. Reliab. Eng. Int., 2022

An intelligent bankruptcy prediction model using a multilayer perceptron.

Raffael Förch Brenes, Arne Johannssen, Nataliya Chukhrova

Intell. Syst. Appl., 2022

An ensemble neural network framework for improving the detection ability of a base control chart in non-parametric profile monitoring.

Ali Yeganeh, Saddam Akbar Abbasi, Farhad Pourpanah, Alireza Shadman, Arne Johannssen, Nataliya Chukhrova

Expert Syst. Appl., 2022

Two-tailed hypothesis testing for the median with fuzzy categories applied to the detection of health risks.

Nataliya Chukhrova, Arne Johannssen

Expert Syst. Appl., 2022

The performance of the hypergeometric np chart with estimated parameter.

Arne Johannssen, Nataliya Chukhrova, Philippe Castagliola

Eur. J. Oper. Res., 2022

The effects of measurement errors on estimating and assessing the multivariate process capability with imprecise characteristic.

Robab Afshari, Adel Ahmadi Nadi, Arne Johannssen, Nataliya Chukhrova, Kim Phuc Tran

Comput. Ind. Eng., 2022

2021

Generalized two-tailed hypothesis testing for quantiles applied to the psychosocial status during the COVID-19 pandemic.

Nataliya Chukhrova, Arne Johannssen

Int. J. Intell. Syst., 2021

Nonparametric fuzzy hypothesis testing for quantiles applied to clinical characteristics of COVID-19.

Nataliya Chukhrova, Arne Johannssen

Int. J. Intell. Syst., 2021

Fuzzy hypothesis testing: Systematic review and bibliography.

Nataliya Chukhrova, Arne Johannssen

Appl. Soft Comput., 2021

2020

Fuzzy hypothesis testing for a population proportion based on set-valued information.

Nataliya Chukhrova, Arne Johannssen

Fuzzy Sets Syst., 2020

Die Relevanz von Journal-Rankings im Fach Statistik an wirtschaftswissenschaftlichen Fakultäten aus Sicht zweier Nachwuchswissenschaftler.

Nataliya Chukhrova, Arne Johannssen

AStA Wirtschafts und Sozialstatistisches Arch., 2020

2019

Hypergeometric <i>p</i>-chart with dynamic probability control limits for monitoring processes with variable sample and population sizes.

Nataliya Chukhrova, Arne Johannssen

Comput. Ind. Eng., 2019

Improved control charts for fraction non-conforming based on hypergeometric distribution.

Nataliya Chukhrova, Arne Johannssen

Comput. Ind. Eng., 2019

Fuzzy regression analysis: Systematic review and bibliography.

Nataliya Chukhrova, Arne Johannssen

Appl. Soft Comput., 2019