Nataliya Chukhrova

31 papers Journal 31
YearRankTypeTitle / Venue / Authors
2026 J jnl
A fuzzy multiple regression model adopted with locally weighted and interval-valued techniques.
J. Comput. Appl. Math.
Gholamreza Hesamian, Arne Johannssen, Nataliya Chukhrova
2025 J jnl
A flexible soft nonlinear quantile-based regression model.
Fuzzy Optim. Decis. Mak.
Gholamreza Hesamian, Arne Johannssen, Nataliya Chukhrova
2025 J jnl
Explainable AI for trustworthy intelligent process monitoring.
Comput. Ind. Eng.
Arne Johannssen, Peihua Qiu, Ali Yeganeh, Nataliya Chukhrova
2025 J jnl
Exponentially Weighted Moving Average Hypergeometric
Qual. Reliab. Eng. Int.
Zhi Lin Chong, Philippe Castagliola, Arne Johannssen, Michael B. C. Khoo, Nataliya Chukhrova
2024 J jnl
A fuzzy nonparametric regression model based on an extended center and range method.
J. Comput. Appl. Math.
Gholamreza Hesamian, Faezeh Torkian, Arne Johannssen, Nataliya Chukhrova
2024 J jnl
A learning system-based soft multiple linear regression model.
Intell. Syst. Appl.
Gholamreza Hesamian, Faezeh Torkian, Arne Johannssen, Nataliya Chukhrova
2024 J jnl
A neural network-based ARMA model for fuzzy time series data.
Comput. Appl. Math.
Gholamreza Hesamian, Arne Johannssen, Nataliya Chukhrova
2024 J jnl
An explainable fused lasso regression model for handling high-dimensional fuzzy data.
J. Comput. Appl. Math.
Gholamreza Hesamian, Arne Johannssen, Nataliya Chukhrova
2024 J jnl
Fuzzy Nonlinear Regression Modeling With Radial Basis Function Networks.
IEEE Trans. Fuzzy Syst.
Gholamreza Hesamian, Arne Johannssen, Nataliya Chukhrova
2024 J jnl
Monitoring multistage healthcare processes using state space models and a machine learning based framework.
Artif. Intell. Medicine
Ali Yeganeh, Arne Johannssen, Nataliya Chukhrova, Mohammad Rasouli
2024 J jnl
The partitioning ensemble control chart for on-line monitoring of high-dimensional image-based quality characteristics.
Eng. Appl. Artif. Intell.
Ali Yeganeh, Arne Johannssen, Nataliya Chukhrova
2023 J jnl
A monitoring framework for health care processes using Generalized Additive Models and Auto-Encoders.
Artif. Intell. Medicine
Ali Yeganeh, Arne Johannssen, Nataliya Chukhrova, Mahdiyeh Erfanian, Mahmoud Reza Azarpazhooh, Negar Morovatdar
2023 J jnl
A network surveillance approach using machine learning based control charts.
Expert Syst. Appl.
Ali Yeganeh, Nataliya Chukhrova, Arne Johannssen, Hatef Fotuhi
2023 J jnl
Employing fuzzy hypothesis testing to improve modified
Inf. Sci.
Nataliya Chukhrova, Arne Johannssen
2023 J jnl
Employing machine learning techniques in monitoring autocorrelated profiles.
Neural Comput. Appl.
Ali Yeganeh, Arne Johannssen, Nataliya Chukhrova, Saddam Akber Abbasi, Farhad Pourpanah
2023 J jnl
Statistical inference on quantiles of two independent populations under uncertainty.
Soft Comput.
Gholamreza Hesamian, Nataliya Chukhrova, Arne Johannssen
2023 J jnl
Symmetrical and Asymmetrical Distributions in Statistics and Data Science.
Symmetry
Arne Johannssen, Nataliya Chukhrova, Quanxin Zhu
2022 J jnl
A number-between-events control chart for monitoring finite horizon production processes.
Qual. Reliab. Eng. Int.
Arne Johannssen, Nataliya Chukhrova, Giovanni Celano, Philippe Castagliola
2022 J jnl
An ensemble neural network framework for improving the detection ability of a base control chart in non-parametric profile monitoring.
Expert Syst. Appl.
Ali Yeganeh, Saddam Akbar Abbasi, Farhad Pourpanah, Alireza Shadman, Arne Johannssen, Nataliya Chukhrova
2022 J jnl
An intelligent bankruptcy prediction model using a multilayer perceptron.
Intell. Syst. Appl.
Raffael Förch Brenes, Arne Johannssen, Nataliya Chukhrova
2022 J jnl
The effects of measurement errors on estimating and assessing the multivariate process capability with imprecise characteristic.
Comput. Ind. Eng.
Robab Afshari, Adel Ahmadi Nadi, Arne Johannssen, Nataliya Chukhrova, Kim Phuc Tran
2022 J jnl
The performance of the hypergeometric np chart with estimated parameter.
Eur. J. Oper. Res.
Arne Johannssen, Nataliya Chukhrova, Philippe Castagliola
2022 J jnl
Two-tailed hypothesis testing for the median with fuzzy categories applied to the detection of health risks.
Expert Syst. Appl.
Nataliya Chukhrova, Arne Johannssen
2021 J jnl
Fuzzy hypothesis testing: Systematic review and bibliography.
Appl. Soft Comput.
Nataliya Chukhrova, Arne Johannssen
2021 J jnl
Generalized two-tailed hypothesis testing for quantiles applied to the psychosocial status during the COVID-19 pandemic.
Int. J. Intell. Syst.
Nataliya Chukhrova, Arne Johannssen
2021 J jnl
Nonparametric fuzzy hypothesis testing for quantiles applied to clinical characteristics of COVID-19.
Int. J. Intell. Syst.
Nataliya Chukhrova, Arne Johannssen
2020 J jnl
Die Relevanz von Journal-Rankings im Fach Statistik an wirtschaftswissenschaftlichen Fakultäten aus Sicht zweier Nachwuchswissenschaftler.
AStA Wirtschafts und Sozialstatistisches Arch.
Nataliya Chukhrova, Arne Johannssen
2020 J jnl
Fuzzy hypothesis testing for a population proportion based on set-valued information.
Fuzzy Sets Syst.
Nataliya Chukhrova, Arne Johannssen
2019 J jnl
Fuzzy regression analysis: Systematic review and bibliography.
Appl. Soft Comput.
Nataliya Chukhrova, Arne Johannssen
2019 J jnl
Hypergeometric
Comput. Ind. Eng.
Nataliya Chukhrova, Arne Johannssen
2019 J jnl
Improved control charts for fraction non-conforming based on hypergeometric distribution.
Comput. Ind. Eng.
Nataliya Chukhrova, Arne Johannssen